Global Data Center Cooling Optimization Software Supply, Demand and Key Producers, 2026-2032
The global Data Center Cooling Optimization Software market size is expected to reach $ 1684 million by 2032, rising at a market growth of 17.2% CAGR during the forecast period (2026-2032).
Data Center Cooling Optimization Software refers to specialized software platforms and optimization modules used to improve the thermal performance, cooling efficiency and operating stability of data centers. The software typically collects and analyzes IT load, rack temperature, humidity, differential pressure, airflow, chilled-water and cooling-water temperatures, coolant flow, equipment power consumption and operating data from chillers, cooling towers, pumps, CRAC/CRAH units, fan walls and coolant distribution units. Using rule-based optimization, mathematical models, machine learning, reinforcement learning, model predictive control, computational fluid dynamics or physics-based digital twins, these solutions generate recommendations or automatically adjust cooling capacity, equipment sequencing, fan and pump speeds, supply-water temperatures, airflow distribution and cooling setpoints. The market primarily covers standalone AI cooling optimization platforms, supervisory and closed-loop control software, thermal digital twins, chiller-plant optimization software, white-space cooling optimization modules and dedicated cooling optimization functions embedded within DCIM, BMS, EMS or cooling-control environments. Commercial applications span hyperscale and AI data centers, colocation facilities, enterprise data centers, telecom facilities and other mission-critical computing environments.
The midstream value is created by software vendors that transform facility data into thermal models, predictions, recommended setpoints or executable control decisions. Value generally increases as the product moves from visualization to predictive analytics, supervisory optimization and validated closed-loop control because the software becomes more directly linked to energy savings, capacity utilization and reliability. Downstream customers include hyperscale operators, colocation providers, enterprise data centers, telecom operators and other mission-critical facilities. Pure software companies tend to have relatively asset-light cost structures but face substantial R&D, integration and customer-validation expenses, while cooling and automation OEMs can leverage installed equipment, service networks and native control interfaces. This difference explains why the market supports both specialist software vendors and large infrastructure groups.
By cooling domain, white-space air cooling and central chilled-water plant optimization remain the most mature commercial applications, while liquid-cooling loop and hybrid whole-system optimization offer stronger incremental technology opportunities. The shift toward high-density AI computing increasingly requires software to coordinate air-side thermal conditions, water-side equipment and CDU-level liquid systems rather than optimize each subsystem independently. From a deployment perspective, on-premises or hybrid architectures remain important for mission-critical customers because real-time control, cybersecurity and resilience requirements often favor local execution, while cloud platforms remain valuable for model training, fleet analytics and multi-site benchmarking.
China represents a distinct competitive model in which cooling optimization software is more frequently embedded within data center infrastructure, precision cooling, energy-management or DCIM solutions rather than sold solely as independent SaaS. This supports strong local delivery and equipment integration but makes software-only market measurement more complex. Japan is entering a more active development phase as HVAC, electronics and IT groups explore AI-driven thermal management, while South Korea and India currently show a greater proportion of integrated infrastructure and service-oriented participants than confirmed cooling-optimization pure plays. Southeast Asia, led by Singapore, is developing a smaller but notable ecosystem around AI operations and digital twins as regional data center capacity expands.
This report is a detailed and comprehensive analysis of the world market for Data Center Cooling Optimization Software, and provides market size (US$ million) and Year-over-Year (YoY) growth, considering 2025 as the base year. This report explores demand trends and competition, as well as details the characteristics of Data Center Cooling Optimization Software that contribute to its increasing demand across many markets.
This report also provides key insights about market drivers, restraints, opportunities, new product launches or approvals.
Stakeholders would have ease in decision-making through various strategy matrices used in analyzing the world Data Center Cooling Optimization Software market
2. What is the demand of the global Data Center Cooling Optimization Software market?
3. What is the year over year growth of the global Data Center Cooling Optimization Software market?
4. What is the total value of the global Data Center Cooling Optimization Software market?
5. Who are the Major Players in the global Data Center Cooling Optimization Software market?
6. What are the growth factors driving the market demand?
Data Center Cooling Optimization Software refers to specialized software platforms and optimization modules used to improve the thermal performance, cooling efficiency and operating stability of data centers. The software typically collects and analyzes IT load, rack temperature, humidity, differential pressure, airflow, chilled-water and cooling-water temperatures, coolant flow, equipment power consumption and operating data from chillers, cooling towers, pumps, CRAC/CRAH units, fan walls and coolant distribution units. Using rule-based optimization, mathematical models, machine learning, reinforcement learning, model predictive control, computational fluid dynamics or physics-based digital twins, these solutions generate recommendations or automatically adjust cooling capacity, equipment sequencing, fan and pump speeds, supply-water temperatures, airflow distribution and cooling setpoints. The market primarily covers standalone AI cooling optimization platforms, supervisory and closed-loop control software, thermal digital twins, chiller-plant optimization software, white-space cooling optimization modules and dedicated cooling optimization functions embedded within DCIM, BMS, EMS or cooling-control environments. Commercial applications span hyperscale and AI data centers, colocation facilities, enterprise data centers, telecom facilities and other mission-critical computing environments.
Key Findings
- The confirmed market structure contains 22 core suppliers, 16 extended suppliers and 13 additional companies under verification
- North America and Europe host the densest clusters of specialized AI cooling optimization and digital-twin software suppliers
- China features a comparatively strong integrated model combining cooling equipment, energy management, DCIM and optimization software
- Supervisory optimization and thermal analytics form the established commercial base, while autonomous control and liquid-cooling optimization are emerging rapidly
- Competition spans pure-play AI software, digital twins, DCIM platforms, industrial automation groups and cooling equipment manufacturers
Market Trends
Data Center Cooling Optimization Software is moving from monitoring and advisory analytics toward active supervisory optimization and bounded autonomous control. Traditional software mainly visualized temperatures, airflow and cooling utilization, whereas newer platforms increasingly connect IT load, thermal conditions and cooling infrastructure in a continuous feedback loop, dynamically adjusting cooling capacity and operating setpoints according to changing workloads. Schneider Electric and Siemens already commercialize software that actively optimizes cooling rather than merely displaying facility conditions, while physics-based digital twins are increasingly being used to evaluate cooling, capacity and failure scenarios during both design and operation. AI and HPC are accelerating this transition because rapidly changing GPU loads create more dynamic thermal conditions than conventional enterprise workloads. ASHRAE's 2026 AI data center framework highlights the rise of rack densities from around 120 kW toward several hundred kilowatts, increasing the need to coordinate air cooling, chilled-water infrastructure and liquid-cooling loops. The longer-term product direction is therefore toward hybrid physics-plus-AI models, real-time digital twins, workload-aware cooling, liquid-cooling optimization and safer closed-loop control with operating constraints and fallback mechanisms.Market Dynamics
Drivers
The principal growth driver is the increasing thermal and power intensity of data center infrastructure. The IEA estimates that global data center electricity consumption increased strongly in 2025 and could rise from about 485 TWh in 2025 to approximately 950 TWh by 2030, while electricity consumption from AI-focused data centers grows substantially faster. This expansion raises the economic value of optimizing existing cooling capacity rather than relying only on additional physical infrastructure. Higher rack density, variable GPU workloads, tighter power availability and the transition toward mixed air-and-liquid cooling architectures are also increasing the number of operating variables that facility teams must coordinate. At the policy level, energy-performance reporting requirements for data centers in the European Union and U.S. programs supporting advanced cooling technologies are strengthening demand for measurable improvements in energy and thermal performance.Restraints
Market adoption remains constrained by integration complexity, operational risk and the fragmented control architecture of existing data centers. Optimization software must connect reliably with different generations and brands of BMS, DCIM, PLC, CRAC/CRAH, chillers, pumps, sensors and increasingly CDUs, while maintaining redundancy and thermal safety. Many operators are willing to use analytics and recommended setpoints but remain more cautious about allowing third-party software to write directly into mission-critical control systems. The commercial model can also be difficult to standardize because products are licensed by site, rack, capacity, software module or subscription and are frequently bundled with engineering, controls or cooling equipment. These factors extend validation cycles, complicate software-only revenue attribution and favor suppliers that can demonstrate stable operation across heterogeneous facilities.Opportunities
The most attractive opportunities are emerging around AI factories, high-density GPU clusters, retrofit optimization and hybrid air-liquid cooling. As rack densities rise, optimization value is shifting from simple energy savings toward capacity release, thermal-risk reduction and more effective utilization of constrained power and cooling infrastructure. Liquid cooling creates an additional software layer around CDU operation, coolant temperature, flow control, heat rejection and coordination with residual air cooling, while digital twins can increasingly bridge design, commissioning and live operations. Suppliers capable of operating above existing BMS and equipment controls without requiring wholesale hardware replacement have an opportunity to penetrate brownfield colocation and enterprise facilities. Policy-driven efficiency reporting and increasingly transparent sustainability metrics in Europe may also create additional demand for software that can continuously measure, explain and optimize cooling performance.Challenges
The main long-term challenge is proving optimization performance without compromising data center availability. Cooling control algorithms must respond to rapidly changing workloads while respecting equipment limitations, redundancy requirements and site-specific operating rules, making deployment considerably more demanding than generic building HVAC optimization. Cybersecurity, data sovereignty and customer requirements for on-premises or air-gapped operation can further raise implementation costs. Another structural challenge is platform bundling: capabilities that are currently sold by independent AI optimization vendors may increasingly be incorporated into DCIM, BMS, liquid-cooling controls and cooling OEM software stacks. As a result, independent suppliers will need to demonstrate equipment-agnostic integration, measurable energy or capacity benefits, robust fallback logic and clear lifecycle economics rather than relying on AI functionality alone.Value Chain Analysis
The upstream layer of the Data Center Cooling Optimization Software value chain consists primarily of operational data and enabling technologies rather than conventional physical raw materials. Key inputs include temperature, humidity, pressure, flow and power sensors; BMS, PLC, DCIM and equipment-control interfaces; IT workload and rack telemetry; cloud and edge computing infrastructure; CFD and digital-twin engines; AI/ML frameworks; and domain knowledge covering refrigeration, hydronics, airflow and facility control. The quality, granularity and latency of these inputs directly affect optimization accuracy. As liquid cooling expands, data from CDUs, coolant loops, pumps and heat-rejection systems is becoming increasingly important, widening the software integration boundary from white-space cooling toward the complete thermal chain.The midstream value is created by software vendors that transform facility data into thermal models, predictions, recommended setpoints or executable control decisions. Value generally increases as the product moves from visualization to predictive analytics, supervisory optimization and validated closed-loop control because the software becomes more directly linked to energy savings, capacity utilization and reliability. Downstream customers include hyperscale operators, colocation providers, enterprise data centers, telecom operators and other mission-critical facilities. Pure software companies tend to have relatively asset-light cost structures but face substantial R&D, integration and customer-validation expenses, while cooling and automation OEMs can leverage installed equipment, service networks and native control interfaces. This difference explains why the market supports both specialist software vendors and large infrastructure groups.
Segment Insights
By primary optimization function, advisory analytics and supervisory setpoint optimization currently represent the broadest established commercial base because they can improve cooling efficiency while preserving the customer's existing BMS and equipment-level control architecture. Closed-loop autonomous control is a smaller but strategically important direction, particularly for facilities with dense instrumentation, standardized controls and rapidly changing AI workloads. Schneider Electric's Cooling Optimize uses active cooling control, while Siemens combines sensors, cooling controls and an AI engine to match cooling with IT load, demonstrating the transition from passive monitoring toward operational optimization. Thermal digital twins form another important segment, with applications extending from new data center design and capacity planning to retrofit evaluation and operating optimization. Cadence's data center digital-twin portfolio illustrates how physics-based simulation can model design configurations, cooling performance and failure scenarios before changes are implemented physically.By cooling domain, white-space air cooling and central chilled-water plant optimization remain the most mature commercial applications, while liquid-cooling loop and hybrid whole-system optimization offer stronger incremental technology opportunities. The shift toward high-density AI computing increasingly requires software to coordinate air-side thermal conditions, water-side equipment and CDU-level liquid systems rather than optimize each subsystem independently. From a deployment perspective, on-premises or hybrid architectures remain important for mission-critical customers because real-time control, cybersecurity and resilience requirements often favor local execution, while cloud platforms remain valuable for model training, fleet analytics and multi-site benchmarking.
Downstream Market Opportunities
Hyperscale and AI infrastructure represent the most technically demanding opportunity because fast-changing GPU workloads, high rack densities and constrained utility capacity increase the economic cost of both insufficient and excessive cooling. Colocation facilities constitute another attractive customer group because heterogeneous tenant loads and frequent capacity changes create persistent demand for thermal visibility, capacity planning and cooling optimization. Enterprise and telecom data centers provide a substantial retrofit opportunity, particularly where legacy cooling equipment remains serviceable but control strategies are conservative or fragmented. Across these customer groups, the purchasing rationale is increasingly shifting from energy savings alone toward a broader combination of power-capacity release, avoidance of thermal hot spots, higher usable rack density, reduced manual tuning and improved resilience under rapidly changing workloads. ASHRAE's AI data center framework reinforces the importance of integrated thermal design and operation as facility densities increase.Regional Insights
North America and Europe currently have the deepest concentration of specialized Data Center Cooling Optimization Software suppliers in the confirmed vendor pool. North America is particularly active in autonomous AI control, reinforcement-learning-oriented optimization and software-led approaches, supported by a large hyperscale and AI infrastructure base. Europe has a diversified supplier structure spanning AI optimization, chiller-plant control, thermal digital twins and industrial automation, while regulatory emphasis on data center energy-performance reporting and sustainability rating is adding another commercial driver for measurable optimization technologies. The European Commission has already established energy-performance reporting requirements and is developing a broader rating and minimum-performance framework for data centers.China represents a distinct competitive model in which cooling optimization software is more frequently embedded within data center infrastructure, precision cooling, energy-management or DCIM solutions rather than sold solely as independent SaaS. This supports strong local delivery and equipment integration but makes software-only market measurement more complex. Japan is entering a more active development phase as HVAC, electronics and IT groups explore AI-driven thermal management, while South Korea and India currently show a greater proportion of integrated infrastructure and service-oriented participants than confirmed cooling-optimization pure plays. Southeast Asia, led by Singapore, is developing a smaller but notable ecosystem around AI operations and digital twins as regional data center capacity expands.
Competitive Landscape Analysis
The competitive landscape is fragmented and technology-diverse rather than dominated by a single software category. The confirmed core pool contains 22 suppliers, supplemented by 16 extended suppliers whose cooling optimization activities are more tightly integrated with DCIM, building controls, energy management or cooling hardware, plus 13 additional companies retained for further verification. Large infrastructure and automation groups compete through installed equipment bases, native control interfaces, global service organizations and their ability to bundle software with broader data center projects. Pure-play AI suppliers compete on equipment independence, algorithmic optimization, deployment speed and the ability to generate measurable operational benefits without requiring wholesale replacement of existing cooling infrastructure. Digital-twin specialists differentiate through physics-based modeling and scenario analysis, particularly where customers need to understand airflow, thermal capacity and failure behavior before physical changes are made. Strategic consolidation is reinforcing convergence between these models: Cadence acquired Future Facilities to expand physics-based data center digital-twin capabilities, while Vertiv acquired Waylay to strengthen AI-based monitoring, predictive services and infrastructure optimization. The next phase of competition is therefore likely to focus less on whether a vendor can provide AI analytics and more on whether it can safely integrate across heterogeneous equipment, optimize both air and liquid cooling, operate under mission-critical constraints, and convert optimization into demonstrable energy, capacity and reliability improvements.Report Scope
This report studies the global Data Center Cooling Optimization Software demand, key companies, and key regions.This report is a detailed and comprehensive analysis of the world market for Data Center Cooling Optimization Software, and provides market size (US$ million) and Year-over-Year (YoY) growth, considering 2025 as the base year. This report explores demand trends and competition, as well as details the characteristics of Data Center Cooling Optimization Software that contribute to its increasing demand across many markets.
Highlights and key features of the study
- Global Data Center Cooling Optimization Software total market, 2021-2032, (USD Million)
- Global Data Center Cooling Optimization Software total market by region & country, CAGR, 2021-2032, (USD Million)
- U.S. VS China: Data Center Cooling Optimization Software total market, key domestic companies, and share, (USD Million)
- Global Data Center Cooling Optimization Software revenue by player, revenue and market share 2021-2026, (USD Million)
- Global Data Center Cooling Optimization Software total market by Type, CAGR, 2021-2032, (USD Million)
- Global Data Center Cooling Optimization Software total market by Application, CAGR, 2021-2032, (USD Million)
This report also provides key insights about market drivers, restraints, opportunities, new product launches or approvals.
Stakeholders would have ease in decision-making through various strategy matrices used in analyzing the world Data Center Cooling Optimization Software market
Detailed Segmentation:
Each section contains quantitative market data including market by value (US$ Millions), by player, by regions, by Type, and by Application. Data is given for the years 2021-2032 by year with 2025 as the base year, 2026 as the estimate year, and 2027-2032 as the forecast year.Global Data Center Cooling Optimization Software Market, By Region:
- United States
- China
- Europe
- Japan
- South Korea
- ASEAN
- India
- Rest of World
Market Segmentation
Global Data Center Cooling Optimization Software Market, Segmentation by Type:
- Advisory and Analytics Optimization
- Supervisory Setpoint Optimization
- Closed-loop Autonomous Control
- Thermal Digital Twin and Simulation
- Others
Global Data Center Cooling Optimization Software Market, Segmentation by Primary Cooling Domain:
- White-space Air Cooling
- Central Chilled-water Plant
- Liquid Cooling Loop & CDU
- Whole-system Cooling
- Others
Global Data Center Cooling Optimization Software Market, Segmentation by Deployment Model:
- Cloud-based
- On-premise
Global Data Center Cooling Optimization Software Market, Segmentation by Application:
- Internet and Cloud Computing Industry
- Finance and Banking
- Government and Public Computing Power
- Others
Companies Profiled:
- Schneider Electric SE
- Siemens AG
- Huawei Investment & Holding Co., Ltd.
- Vigilent Corporation
- Carrier Global Corporation
- Phaidra Inc.
- Cadence Design Systems, Inc.
- EkkoSense Ltd
- etalytics GmbH
- STULZ GmbH
- Modine Manufacturing Company
- Trane Technologies plc
- Vertiv Holdings Co
- Optimum Energy LLC
- ZTE Corporation
- Mitsubishi Electric Corporation
- Delta Electronics, Inc.
- Johnson Controls International plc
- Modius, Inc.
- Sunbird Software, Inc.
- Gamma Technologies, LLC
- Red Dot AI Pte Ltd
- FNT GmbH
- Shenzhen Envicool Technology Co., Ltd.
- Lucend
- ZutaCore, Inc.
- OctaiPipe
- FLUIX Inc.
- Zhuhai Pilot Technology Co., Ltd.
- Nanjing Canatal Data-Centre Environmental Tech Co., Ltd.
- Beijing Jiamu Kerui Technology Co., Ltd.
Key Questions Answered
1. How big is the global Data Center Cooling Optimization Software market?2. What is the demand of the global Data Center Cooling Optimization Software market?
3. What is the year over year growth of the global Data Center Cooling Optimization Software market?
4. What is the total value of the global Data Center Cooling Optimization Software market?
5. Who are the Major Players in the global Data Center Cooling Optimization Software market?
6. What are the growth factors driving the market demand?
1 SUPPLY SUMMARY
1.1 Data Center Cooling Optimization Software Introduction
1.2 World Data Center Cooling Optimization Software Market Size & Forecast (2021 & 2025 & 2032)
1.3 World Data Center Cooling Optimization Software Total Market by Region (by Headquarter Location)
1.3.1 World Data Center Cooling Optimization Software Market Size by Region (2021-2032), (by Headquarter Location)
1.3.2 United States Based Company Data Center Cooling Optimization Software Revenue (2021-2032)
1.3.3 China Based Company Data Center Cooling Optimization Software Revenue (2021-2032)
1.3.4 Europe Based Company Data Center Cooling Optimization Software Revenue (2021-2032)
1.3.5 Japan Based Company Data Center Cooling Optimization Software Revenue (2021-2032)
1.3.6 South Korea Based Company Data Center Cooling Optimization Software Revenue (2021-2032)
1.3.7 ASEAN Based Company Data Center Cooling Optimization Software Revenue (2021-2032)
1.3.8 India Based Company Data Center Cooling Optimization Software Revenue (2021-2032)
1.4 Market Drivers, Restraints and Trends
1.4.1 Data Center Cooling Optimization Software Market Drivers
1.4.2 Factors Affecting Demand
1.4.3 Major Market Trends
2 DEMAND SUMMARY
2.1 World Data Center Cooling Optimization Software Consumption Value (2021-2032)
2.2 World Data Center Cooling Optimization Software Consumption Value by Region
2.2.1 World Data Center Cooling Optimization Software Consumption Value by Region (2021-2026)
2.2.2 World Data Center Cooling Optimization Software Consumption Value Forecast by Region (2027-2032)
2.3 United States Data Center Cooling Optimization Software Consumption Value (2021-2032)
2.4 China Data Center Cooling Optimization Software Consumption Value (2021-2032)
2.5 Europe Data Center Cooling Optimization Software Consumption Value (2021-2032)
2.6 Japan Data Center Cooling Optimization Software Consumption Value (2021-2032)
2.7 South Korea Data Center Cooling Optimization Software Consumption Value (2021-2032)
2.8 ASEAN Data Center Cooling Optimization Software Consumption Value (2021-2032)
2.9 India Data Center Cooling Optimization Software Consumption Value (2021-2032)
3 WORLD DATA CENTER COOLING OPTIMIZATION SOFTWARE COMPANIES COMPETITIVE ANALYSIS
3.1 World Data Center Cooling Optimization Software Revenue by Player (2021-2026)
3.2 Industry Rank and Concentration Rate (CR)
3.2.1 Global Data Center Cooling Optimization Software Industry Rank of Major Players
3.2.2 Global Concentration Ratios (CR4) for Data Center Cooling Optimization Software in 2025
3.2.3 Global Concentration Ratios (CR8) for Data Center Cooling Optimization Software in 2025
3.3 Data Center Cooling Optimization Software Company Evaluation Quadrant
3.4 Data Center Cooling Optimization Software Market: Overall Company Footprint Analysis
3.4.1 Data Center Cooling Optimization Software Market: Region Footprint
3.4.2 Data Center Cooling Optimization Software Market: Company Product Type Footprint
3.4.3 Data Center Cooling Optimization Software Market: Company Product Application Footprint
3.5 Competitive Environment
3.5.1 Historical Structure of the Industry
3.5.2 Barriers of Market Entry
3.5.3 Factors of Competition
3.6 Mergers & Acquisitions Activity
4 UNITED STATES VS CHINA VS REST OF WORLD (BY HEADQUARTER LOCATION)
4.1 United States VS China: Data Center Cooling Optimization Software Revenue Comparison (by Headquarter Location)
4.1.1 United States VS China: Data Center Cooling Optimization Software Revenue Comparison (2021 & 2025 & 2032) (by Headquarter Location)
4.1.2 United States VS China: Data Center Cooling Optimization Software Revenue Market Share Comparison (2021 & 2025 & 2032)
4.2 United States Based Companies VS China Based Companies: Data Center Cooling Optimization Software Consumption Value Comparison
4.2.1 United States VS China: Data Center Cooling Optimization Software Consumption Value Comparison (2021 & 2025 & 2032)
4.2.2 United States VS China: Data Center Cooling Optimization Software Consumption Value Market Share Comparison (2021 & 2025 & 2032)
4.3 United States Based Data Center Cooling Optimization Software Companies and Market Share, 2021-2026
4.3.1 United States Based Data Center Cooling Optimization Software Companies, Headquarters (States, Country)
4.3.2 United States Based Companies Data Center Cooling Optimization Software Revenue, (2021-2026)
4.4 China Based Companies Data Center Cooling Optimization Software Revenue and Market Share, 2021-2026
4.4.1 China Based Data Center Cooling Optimization Software Companies, Company Headquarters (Province, Country)
4.4.2 China Based Companies Data Center Cooling Optimization Software Revenue, (2021-2026)
4.5 Rest of World Based Data Center Cooling Optimization Software Companies and Market Share, 2021-2026
4.5.1 Rest of World Based Data Center Cooling Optimization Software Companies, Headquarters (Province, Country)
4.5.2 Rest of World Based Companies Data Center Cooling Optimization Software Revenue (2021-2026)
5 MARKET ANALYSIS BY TYPE
5.1 World Data Center Cooling Optimization Software Market Size Overview by Type: 2021 VS 2025 VS 2032
5.2 Segment Introduction by Type
5.2.1 Advisory and Analytics Optimization
5.2.2 Supervisory Setpoint Optimization
5.2.3 Closed-loop Autonomous Control
5.2.4 Thermal Digital Twin and Simulation
5.2.5 Others
5.3 Market Segment by Type
5.3.1 World Data Center Cooling Optimization Software Market Size by Type (2021-2026)
5.3.2 World Data Center Cooling Optimization Software Market Size by Type (2027-2032)
5.3.3 World Data Center Cooling Optimization Software Market Size Market Share by Type (2027-2032)
6 MARKET ANALYSIS BY PRIMARY COOLING DOMAIN
6.1 World Data Center Cooling Optimization Software Market Size Overview by Primary Cooling Domain: 2021 VS 2025 VS 2032
6.2 Segment Introduction by Primary Cooling Domain
6.2.1 White-space Air Cooling
6.2.2 Central Chilled-water Plant
6.2.3 Liquid Cooling Loop & CDU
6.2.4 Whole-system Cooling
6.2.5 Others
6.3 Market Segment by Primary Cooling Domain
6.3.1 World Data Center Cooling Optimization Software Market Size by Primary Cooling Domain (2021-2026)
6.3.2 World Data Center Cooling Optimization Software Market Size by Primary Cooling Domain (2027-2032)
6.3.3 World Data Center Cooling Optimization Software Market Size Market Share by Primary Cooling Domain (2027-2032)
7 MARKET ANALYSIS BY DEPLOYMENT MODEL
7.1 World Data Center Cooling Optimization Software Market Size Overview by Deployment Model: 2021 VS 2025 VS 2032
7.2 Segment Introduction by Deployment Model
7.2.1 Cloud-based
7.2.2 On-premise
7.3 Market Segment by Deployment Model
7.3.1 World Data Center Cooling Optimization Software Market Size by Deployment Model (2021-2026)
7.3.2 World Data Center Cooling Optimization Software Market Size by Deployment Model (2027-2032)
7.3.3 World Data Center Cooling Optimization Software Market Size Market Share by Deployment Model (2027-2032)
8 MARKET ANALYSIS BY APPLICATION
8.1 World Data Center Cooling Optimization Software Market Size Overview by Application: 2021 VS 2025 VS 2032
8.2 Segment Introduction by Application
8.2.1 Internet and Cloud Computing Industry
8.2.2 Finance and Banking
8.2.3 Government and Public Computing Power
8.2.4 Others
8.3 Market Segment by Application
8.3.1 World Data Center Cooling Optimization Software Market Size by Application (2021-2026)
8.3.2 World Data Center Cooling Optimization Software Market Size by Application (2027-2032)
8.3.3 World Data Center Cooling Optimization Software Market Size Market Share by Application (2021-2032)
9 COMPANY PROFILES
9.1 Schneider Electric SE
9.1.1 Schneider Electric SE Details
9.1.2 Schneider Electric SE Major Business
9.1.3 Schneider Electric SE Data Center Cooling Optimization Software Product and Services
9.1.4 Schneider Electric SE Data Center Cooling Optimization Software Revenue, Gross Margin and Market Share (2021-2026)
9.1.5 Schneider Electric SE Recent Developments/Updates
9.1.6 Schneider Electric SE Competitive Strengths & Weaknesses
9.2 Siemens AG
9.2.1 Siemens AG Details
9.2.2 Siemens AG Major Business
9.2.3 Siemens AG Data Center Cooling Optimization Software Product and Services
9.2.4 Siemens AG Data Center Cooling Optimization Software Revenue, Gross Margin and Market Share (2021-2026)
9.2.5 Siemens AG Recent Developments/Updates
9.2.6 Siemens AG Competitive Strengths & Weaknesses
9.3 Huawei Investment & Holding Co., Ltd.
9.3.1 Huawei Investment & Holding Co., Ltd. Details
9.3.2 Huawei Investment & Holding Co., Ltd. Major Business
9.3.3 Huawei Investment & Holding Co., Ltd. Data Center Cooling Optimization Software Product and Services
9.3.4 Huawei Investment & Holding Co., Ltd. Data Center Cooling Optimization Software Revenue, Gross Margin and Market Share (2021-2026)
9.3.5 Huawei Investment & Holding Co., Ltd. Recent Developments/Updates
9.3.6 Huawei Investment & Holding Co., Ltd. Competitive Strengths & Weaknesses
9.4 Vigilent Corporation
9.4.1 Vigilent Corporation Details
9.4.2 Vigilent Corporation Major Business
9.4.3 Vigilent Corporation Data Center Cooling Optimization Software Product and Services
9.4.4 Vigilent Corporation Data Center Cooling Optimization Software Revenue, Gross Margin and Market Share (2021-2026)
9.4.5 Vigilent Corporation Recent Developments/Updates
9.4.6 Vigilent Corporation Competitive Strengths & Weaknesses
9.5 Carrier Global Corporation
9.5.1 Carrier Global Corporation Details
9.5.2 Carrier Global Corporation Major Business
9.5.3 Carrier Global Corporation Data Center Cooling Optimization Software Product and Services
9.5.4 Carrier Global Corporation Data Center Cooling Optimization Software Revenue, Gross Margin and Market Share (2021-2026)
9.5.5 Carrier Global Corporation Recent Developments/Updates
9.5.6 Carrier Global Corporation Competitive Strengths & Weaknesses
9.6 Phaidra Inc.
9.6.1 Phaidra Inc. Details
9.6.2 Phaidra Inc. Major Business
9.6.3 Phaidra Inc. Data Center Cooling Optimization Software Product and Services
9.6.4 Phaidra Inc. Data Center Cooling Optimization Software Revenue, Gross Margin and Market Share (2021-2026)
9.6.5 Phaidra Inc. Recent Developments/Updates
9.6.6 Phaidra Inc. Competitive Strengths & Weaknesses
9.7 Cadence Design Systems, Inc.
9.7.1 Cadence Design Systems, Inc. Details
9.7.2 Cadence Design Systems, Inc. Major Business
9.7.3 Cadence Design Systems, Inc. Data Center Cooling Optimization Software Product and Services
9.7.4 Cadence Design Systems, Inc. Data Center Cooling Optimization Software Revenue, Gross Margin and Market Share (2021-2026)
9.7.5 Cadence Design Systems, Inc. Recent Developments/Updates
9.7.6 Cadence Design Systems, Inc. Competitive Strengths & Weaknesses
9.8 EkkoSense Ltd
9.8.1 EkkoSense Ltd Details
9.8.2 EkkoSense Ltd Major Business
9.8.3 EkkoSense Ltd Data Center Cooling Optimization Software Product and Services
9.8.4 EkkoSense Ltd Data Center Cooling Optimization Software Revenue, Gross Margin and Market Share (2021-2026)
9.8.5 EkkoSense Ltd Recent Developments/Updates
9.8.6 EkkoSense Ltd Competitive Strengths & Weaknesses
9.9 etalytics GmbH
9.9.1 etalytics GmbH Details
9.9.2 etalytics GmbH Major Business
9.9.3 etalytics GmbH Data Center Cooling Optimization Software Product and Services
9.9.4 etalytics GmbH Data Center Cooling Optimization Software Revenue, Gross Margin and Market Share (2021-2026)
9.9.5 etalytics GmbH Recent Developments/Updates
9.9.6 etalytics GmbH Competitive Strengths & Weaknesses
9.10 STULZ GmbH
9.10.1 STULZ GmbH Details
9.10.2 STULZ GmbH Major Business
9.10.3 STULZ GmbH Data Center Cooling Optimization Software Product and Services
9.10.4 STULZ GmbH Data Center Cooling Optimization Software Revenue, Gross Margin and Market Share (2021-2026)
9.10.5 STULZ GmbH Recent Developments/Updates
9.10.6 STULZ GmbH Competitive Strengths & Weaknesses
9.11 Modine Manufacturing Company
9.11.1 Modine Manufacturing Company Details
9.11.2 Modine Manufacturing Company Major Business
9.11.3 Modine Manufacturing Company Data Center Cooling Optimization Software Product and Services
9.11.4 Modine Manufacturing Company Data Center Cooling Optimization Software Revenue, Gross Margin and Market Share (2021-2026)
9.11.5 Modine Manufacturing Company Recent Developments/Updates
9.11.6 Modine Manufacturing Company Competitive Strengths & Weaknesses
9.12 Trane Technologies plc
9.12.1 Trane Technologies plc Details
9.12.2 Trane Technologies plc Major Business
9.12.3 Trane Technologies plc Data Center Cooling Optimization Software Product and Services
9.12.4 Trane Technologies plc Data Center Cooling Optimization Software Revenue, Gross Margin and Market Share (2021-2026)
9.12.5 Trane Technologies plc Recent Developments/Updates
9.12.6 Trane Technologies plc Competitive Strengths & Weaknesses
9.13 Vertiv Holdings Co
9.13.1 Vertiv Holdings Co Details
9.13.2 Vertiv Holdings Co Major Business
9.13.3 Vertiv Holdings Co Data Center Cooling Optimization Software Product and Services
9.13.4 Vertiv Holdings Co Data Center Cooling Optimization Software Revenue, Gross Margin and Market Share (2021-2026)
9.13.5 Vertiv Holdings Co Recent Developments/Updates
9.13.6 Vertiv Holdings Co Competitive Strengths & Weaknesses
9.14 Optimum Energy LLC
9.14.1 Optimum Energy LLC Details
9.14.2 Optimum Energy LLC Major Business
9.14.3 Optimum Energy LLC Data Center Cooling Optimization Software Product and Services
9.14.4 Optimum Energy LLC Data Center Cooling Optimization Software Revenue, Gross Margin and Market Share (2021-2026)
9.14.5 Optimum Energy LLC Recent Developments/Updates
9.14.6 Optimum Energy LLC Competitive Strengths & Weaknesses
9.15 ZTE Corporation
9.15.1 ZTE Corporation Details
9.15.2 ZTE Corporation Major Business
9.15.3 ZTE Corporation Data Center Cooling Optimization Software Product and Services
9.15.4 ZTE Corporation Data Center Cooling Optimization Software Revenue, Gross Margin and Market Share (2021-2026)
9.15.5 ZTE Corporation Recent Developments/Updates
9.15.6 ZTE Corporation Competitive Strengths & Weaknesses
9.16 Mitsubishi Electric Corporation
9.16.1 Mitsubishi Electric Corporation Details
9.16.2 Mitsubishi Electric Corporation Major Business
9.16.3 Mitsubishi Electric Corporation Data Center Cooling Optimization Software Product and Services
9.16.4 Mitsubishi Electric Corporation Data Center Cooling Optimization Software Revenue, Gross Margin and Market Share (2021-2026)
9.16.5 Mitsubishi Electric Corporation Recent Developments/Updates
9.16.6 Mitsubishi Electric Corporation Competitive Strengths & Weaknesses
9.17 Delta Electronics, Inc.
9.17.1 Delta Electronics, Inc. Details
9.17.2 Delta Electronics, Inc. Major Business
9.17.3 Delta Electronics, Inc. Data Center Cooling Optimization Software Product and Services
9.17.4 Delta Electronics, Inc. Data Center Cooling Optimization Software Revenue, Gross Margin and Market Share (2021-2026)
9.17.5 Delta Electronics, Inc. Recent Developments/Updates
9.17.6 Delta Electronics, Inc. Competitive Strengths & Weaknesses
9.18 Johnson Controls International plc
9.18.1 Johnson Controls International plc Details
9.18.2 Johnson Controls International plc Major Business
9.18.3 Johnson Controls International plc Data Center Cooling Optimization Software Product and Services
9.18.4 Johnson Controls International plc Data Center Cooling Optimization Software Revenue, Gross Margin and Market Share (2021-2026)
9.18.5 Johnson Controls International plc Recent Developments/Updates
9.18.6 Johnson Controls International plc Competitive Strengths & Weaknesses
9.19 Modius, Inc.
9.19.1 Modius, Inc. Details
9.19.2 Modius, Inc. Major Business
9.19.3 Modius, Inc. Data Center Cooling Optimization Software Product and Services
9.19.4 Modius, Inc. Data Center Cooling Optimization Software Revenue, Gross Margin and Market Share (2021-2026)
9.19.5 Modius, Inc. Recent Developments/Updates
9.19.6 Modius, Inc. Competitive Strengths & Weaknesses
9.20 Sunbird Software, Inc.
9.20.1 Sunbird Software, Inc. Details
9.20.2 Sunbird Software, Inc. Major Business
9.20.3 Sunbird Software, Inc. Data Center Cooling Optimization Software Product and Services
9.20.4 Sunbird Software, Inc. Data Center Cooling Optimization Software Revenue, Gross Margin and Market Share (2021-2026)
9.20.5 Sunbird Software, Inc. Recent Developments/Updates
9.20.6 Sunbird Software, Inc. Competitive Strengths & Weaknesses
9.21 Gamma Technologies, LLC
9.21.1 Gamma Technologies, LLC Details
9.21.2 Gamma Technologies, LLC Major Business
9.21.3 Gamma Technologies, LLC Data Center Cooling Optimization Software Product and Services
9.21.4 Gamma Technologies, LLC Data Center Cooling Optimization Software Revenue, Gross Margin and Market Share (2021-2026)
9.21.5 Gamma Technologies, LLC Recent Developments/Updates
9.21.6 Gamma Technologies, LLC Competitive Strengths & Weaknesses
9.22 Red Dot AI Pte Ltd
9.22.1 Red Dot AI Pte Ltd Details
9.22.2 Red Dot AI Pte Ltd Major Business
9.22.3 Red Dot AI Pte Ltd Data Center Cooling Optimization Software Product and Services
9.22.4 Red Dot AI Pte Ltd Data Center Cooling Optimization Software Revenue, Gross Margin and Market Share (2021-2026)
9.22.5 Red Dot AI Pte Ltd Recent Developments/Updates
9.22.6 Red Dot AI Pte Ltd Competitive Strengths & Weaknesses
9.23 FNT GmbH
9.23.1 FNT GmbH Details
9.23.2 FNT GmbH Major Business
9.23.3 FNT GmbH Data Center Cooling Optimization Software Product and Services
9.23.4 FNT GmbH Data Center Cooling Optimization Software Revenue, Gross Margin and Market Share (2021-2026)
9.23.5 FNT GmbH Recent Developments/Updates
9.23.6 FNT GmbH Competitive Strengths & Weaknesses
9.24 Shenzhen Envicool Technology Co., Ltd.
9.24.1 Shenzhen Envicool Technology Co., Ltd. Details
9.24.2 Shenzhen Envicool Technology Co., Ltd. Major Business
9.24.3 Shenzhen Envicool Technology Co., Ltd. Data Center Cooling Optimization Software Product and Services
9.24.4 Shenzhen Envicool Technology Co., Ltd. Data Center Cooling Optimization Software Revenue, Gross Margin and Market Share (2021-2026)
9.24.5 Shenzhen Envicool Technology Co., Ltd. Recent Developments/Updates
9.24.6 Shenzhen Envicool Technology Co., Ltd. Competitive Strengths & Weaknesses
9.25 Lucend
9.25.1 Lucend Details
9.25.2 Lucend Major Business
9.25.3 Lucend Data Center Cooling Optimization Software Product and Services
9.25.4 Lucend Data Center Cooling Optimization Software Revenue, Gross Margin and Market Share (2021-2026)
9.25.5 Lucend Recent Developments/Updates
9.25.6 Lucend Competitive Strengths & Weaknesses
9.26 ZutaCore, Inc.
9.26.1 ZutaCore, Inc. Details
9.26.2 ZutaCore, Inc. Major Business
9.26.3 ZutaCore, Inc. Data Center Cooling Optimization Software Product and Services
9.26.4 ZutaCore, Inc. Data Center Cooling Optimization Software Revenue, Gross Margin and Market Share (2021-2026)
9.26.5 ZutaCore, Inc. Recent Developments/Updates
9.26.6 ZutaCore, Inc. Competitive Strengths & Weaknesses
9.27 OctaiPipe
9.27.1 OctaiPipe Details
9.27.2 OctaiPipe Major Business
9.27.3 OctaiPipe Data Center Cooling Optimization Software Product and Services
9.27.4 OctaiPipe Data Center Cooling Optimization Software Revenue, Gross Margin and Market Share (2021-2026)
9.27.5 OctaiPipe Recent Developments/Updates
9.27.6 OctaiPipe Competitive Strengths & Weaknesses
9.28 FLUIX Inc.
9.28.1 FLUIX Inc. Details
9.28.2 FLUIX Inc. Major Business
9.28.3 FLUIX Inc. Data Center Cooling Optimization Software Product and Services
9.28.4 FLUIX Inc. Data Center Cooling Optimization Software Revenue, Gross Margin and Market Share (2021-2026)
9.28.5 FLUIX Inc. Recent Developments/Updates
9.28.6 FLUIX Inc. Competitive Strengths & Weaknesses
9.29 Zhuhai Pilot Technology Co., Ltd.
9.29.1 Zhuhai Pilot Technology Co., Ltd. Details
9.29.2 Zhuhai Pilot Technology Co., Ltd. Major Business
9.29.3 Zhuhai Pilot Technology Co., Ltd. Data Center Cooling Optimization Software Product and Services
9.29.4 Zhuhai Pilot Technology Co., Ltd. Data Center Cooling Optimization Software Revenue, Gross Margin and Market Share (2021-2026)
9.29.5 Zhuhai Pilot Technology Co., Ltd. Recent Developments/Updates
9.29.6 Zhuhai Pilot Technology Co., Ltd. Competitive Strengths & Weaknesses
9.30 Nanjing Canatal Data-Centre Environmental Tech Co., Ltd.
9.30.1 Nanjing Canatal Data-Centre Environmental Tech Co., Ltd. Details
9.30.2 Nanjing Canatal Data-Centre Environmental Tech Co., Ltd. Major Business
9.30.3 Nanjing Canatal Data-Centre Environmental Tech Co., Ltd. Data Center Cooling Optimization Software Product and Services
9.30.4 Nanjing Canatal Data-Centre Environmental Tech Co., Ltd. Data Center Cooling Optimization Software Revenue, Gross Margin and Market Share (2021-2026)
9.30.5 Nanjing Canatal Data-Centre Environmental Tech Co., Ltd. Recent Developments/Updates
9.30.6 Nanjing Canatal Data-Centre Environmental Tech Co., Ltd. Competitive Strengths & Weaknesses
9.31 Beijing Jiamu Kerui Technology Co., Ltd.
9.31.1 Beijing Jiamu Kerui Technology Co., Ltd. Details
9.31.2 Beijing Jiamu Kerui Technology Co., Ltd. Major Business
9.31.3 Beijing Jiamu Kerui Technology Co., Ltd. Data Center Cooling Optimization Software Product and Services
9.31.4 Beijing Jiamu Kerui Technology Co., Ltd. Data Center Cooling Optimization Software Revenue, Gross Margin and Market Share (2021-2026)
9.31.5 Beijing Jiamu Kerui Technology Co., Ltd. Recent Developments/Updates
9.31.6 Beijing Jiamu Kerui Technology Co., Ltd. Competitive Strengths & Weaknesses
10 INDUSTRY CHAIN ANALYSIS
10.1 Data Center Cooling Optimization Software Industry Chain
10.2 Data Center Cooling Optimization Software Upstream Analysis
10.3 Data Center Cooling Optimization Software Midstream Analysis
10.4 Data Center Cooling Optimization Software Downstream Analysis
11 RESEARCH FINDINGS AND CONCLUSION
12 APPENDIX
12.1 Methodology
12.2 Research Process and Data Source
12.3 Disclaimer
1.1 Data Center Cooling Optimization Software Introduction
1.2 World Data Center Cooling Optimization Software Market Size & Forecast (2021 & 2025 & 2032)
1.3 World Data Center Cooling Optimization Software Total Market by Region (by Headquarter Location)
1.3.1 World Data Center Cooling Optimization Software Market Size by Region (2021-2032), (by Headquarter Location)
1.3.2 United States Based Company Data Center Cooling Optimization Software Revenue (2021-2032)
1.3.3 China Based Company Data Center Cooling Optimization Software Revenue (2021-2032)
1.3.4 Europe Based Company Data Center Cooling Optimization Software Revenue (2021-2032)
1.3.5 Japan Based Company Data Center Cooling Optimization Software Revenue (2021-2032)
1.3.6 South Korea Based Company Data Center Cooling Optimization Software Revenue (2021-2032)
1.3.7 ASEAN Based Company Data Center Cooling Optimization Software Revenue (2021-2032)
1.3.8 India Based Company Data Center Cooling Optimization Software Revenue (2021-2032)
1.4 Market Drivers, Restraints and Trends
1.4.1 Data Center Cooling Optimization Software Market Drivers
1.4.2 Factors Affecting Demand
1.4.3 Major Market Trends
2 DEMAND SUMMARY
2.1 World Data Center Cooling Optimization Software Consumption Value (2021-2032)
2.2 World Data Center Cooling Optimization Software Consumption Value by Region
2.2.1 World Data Center Cooling Optimization Software Consumption Value by Region (2021-2026)
2.2.2 World Data Center Cooling Optimization Software Consumption Value Forecast by Region (2027-2032)
2.3 United States Data Center Cooling Optimization Software Consumption Value (2021-2032)
2.4 China Data Center Cooling Optimization Software Consumption Value (2021-2032)
2.5 Europe Data Center Cooling Optimization Software Consumption Value (2021-2032)
2.6 Japan Data Center Cooling Optimization Software Consumption Value (2021-2032)
2.7 South Korea Data Center Cooling Optimization Software Consumption Value (2021-2032)
2.8 ASEAN Data Center Cooling Optimization Software Consumption Value (2021-2032)
2.9 India Data Center Cooling Optimization Software Consumption Value (2021-2032)
3 WORLD DATA CENTER COOLING OPTIMIZATION SOFTWARE COMPANIES COMPETITIVE ANALYSIS
3.1 World Data Center Cooling Optimization Software Revenue by Player (2021-2026)
3.2 Industry Rank and Concentration Rate (CR)
3.2.1 Global Data Center Cooling Optimization Software Industry Rank of Major Players
3.2.2 Global Concentration Ratios (CR4) for Data Center Cooling Optimization Software in 2025
3.2.3 Global Concentration Ratios (CR8) for Data Center Cooling Optimization Software in 2025
3.3 Data Center Cooling Optimization Software Company Evaluation Quadrant
3.4 Data Center Cooling Optimization Software Market: Overall Company Footprint Analysis
3.4.1 Data Center Cooling Optimization Software Market: Region Footprint
3.4.2 Data Center Cooling Optimization Software Market: Company Product Type Footprint
3.4.3 Data Center Cooling Optimization Software Market: Company Product Application Footprint
3.5 Competitive Environment
3.5.1 Historical Structure of the Industry
3.5.2 Barriers of Market Entry
3.5.3 Factors of Competition
3.6 Mergers & Acquisitions Activity
4 UNITED STATES VS CHINA VS REST OF WORLD (BY HEADQUARTER LOCATION)
4.1 United States VS China: Data Center Cooling Optimization Software Revenue Comparison (by Headquarter Location)
4.1.1 United States VS China: Data Center Cooling Optimization Software Revenue Comparison (2021 & 2025 & 2032) (by Headquarter Location)
4.1.2 United States VS China: Data Center Cooling Optimization Software Revenue Market Share Comparison (2021 & 2025 & 2032)
4.2 United States Based Companies VS China Based Companies: Data Center Cooling Optimization Software Consumption Value Comparison
4.2.1 United States VS China: Data Center Cooling Optimization Software Consumption Value Comparison (2021 & 2025 & 2032)
4.2.2 United States VS China: Data Center Cooling Optimization Software Consumption Value Market Share Comparison (2021 & 2025 & 2032)
4.3 United States Based Data Center Cooling Optimization Software Companies and Market Share, 2021-2026
4.3.1 United States Based Data Center Cooling Optimization Software Companies, Headquarters (States, Country)
4.3.2 United States Based Companies Data Center Cooling Optimization Software Revenue, (2021-2026)
4.4 China Based Companies Data Center Cooling Optimization Software Revenue and Market Share, 2021-2026
4.4.1 China Based Data Center Cooling Optimization Software Companies, Company Headquarters (Province, Country)
4.4.2 China Based Companies Data Center Cooling Optimization Software Revenue, (2021-2026)
4.5 Rest of World Based Data Center Cooling Optimization Software Companies and Market Share, 2021-2026
4.5.1 Rest of World Based Data Center Cooling Optimization Software Companies, Headquarters (Province, Country)
4.5.2 Rest of World Based Companies Data Center Cooling Optimization Software Revenue (2021-2026)
5 MARKET ANALYSIS BY TYPE
5.1 World Data Center Cooling Optimization Software Market Size Overview by Type: 2021 VS 2025 VS 2032
5.2 Segment Introduction by Type
5.2.1 Advisory and Analytics Optimization
5.2.2 Supervisory Setpoint Optimization
5.2.3 Closed-loop Autonomous Control
5.2.4 Thermal Digital Twin and Simulation
5.2.5 Others
5.3 Market Segment by Type
5.3.1 World Data Center Cooling Optimization Software Market Size by Type (2021-2026)
5.3.2 World Data Center Cooling Optimization Software Market Size by Type (2027-2032)
5.3.3 World Data Center Cooling Optimization Software Market Size Market Share by Type (2027-2032)
6 MARKET ANALYSIS BY PRIMARY COOLING DOMAIN
6.1 World Data Center Cooling Optimization Software Market Size Overview by Primary Cooling Domain: 2021 VS 2025 VS 2032
6.2 Segment Introduction by Primary Cooling Domain
6.2.1 White-space Air Cooling
6.2.2 Central Chilled-water Plant
6.2.3 Liquid Cooling Loop & CDU
6.2.4 Whole-system Cooling
6.2.5 Others
6.3 Market Segment by Primary Cooling Domain
6.3.1 World Data Center Cooling Optimization Software Market Size by Primary Cooling Domain (2021-2026)
6.3.2 World Data Center Cooling Optimization Software Market Size by Primary Cooling Domain (2027-2032)
6.3.3 World Data Center Cooling Optimization Software Market Size Market Share by Primary Cooling Domain (2027-2032)
7 MARKET ANALYSIS BY DEPLOYMENT MODEL
7.1 World Data Center Cooling Optimization Software Market Size Overview by Deployment Model: 2021 VS 2025 VS 2032
7.2 Segment Introduction by Deployment Model
7.2.1 Cloud-based
7.2.2 On-premise
7.3 Market Segment by Deployment Model
7.3.1 World Data Center Cooling Optimization Software Market Size by Deployment Model (2021-2026)
7.3.2 World Data Center Cooling Optimization Software Market Size by Deployment Model (2027-2032)
7.3.3 World Data Center Cooling Optimization Software Market Size Market Share by Deployment Model (2027-2032)
8 MARKET ANALYSIS BY APPLICATION
8.1 World Data Center Cooling Optimization Software Market Size Overview by Application: 2021 VS 2025 VS 2032
8.2 Segment Introduction by Application
8.2.1 Internet and Cloud Computing Industry
8.2.2 Finance and Banking
8.2.3 Government and Public Computing Power
8.2.4 Others
8.3 Market Segment by Application
8.3.1 World Data Center Cooling Optimization Software Market Size by Application (2021-2026)
8.3.2 World Data Center Cooling Optimization Software Market Size by Application (2027-2032)
8.3.3 World Data Center Cooling Optimization Software Market Size Market Share by Application (2021-2032)
9 COMPANY PROFILES
9.1 Schneider Electric SE
9.1.1 Schneider Electric SE Details
9.1.2 Schneider Electric SE Major Business
9.1.3 Schneider Electric SE Data Center Cooling Optimization Software Product and Services
9.1.4 Schneider Electric SE Data Center Cooling Optimization Software Revenue, Gross Margin and Market Share (2021-2026)
9.1.5 Schneider Electric SE Recent Developments/Updates
9.1.6 Schneider Electric SE Competitive Strengths & Weaknesses
9.2 Siemens AG
9.2.1 Siemens AG Details
9.2.2 Siemens AG Major Business
9.2.3 Siemens AG Data Center Cooling Optimization Software Product and Services
9.2.4 Siemens AG Data Center Cooling Optimization Software Revenue, Gross Margin and Market Share (2021-2026)
9.2.5 Siemens AG Recent Developments/Updates
9.2.6 Siemens AG Competitive Strengths & Weaknesses
9.3 Huawei Investment & Holding Co., Ltd.
9.3.1 Huawei Investment & Holding Co., Ltd. Details
9.3.2 Huawei Investment & Holding Co., Ltd. Major Business
9.3.3 Huawei Investment & Holding Co., Ltd. Data Center Cooling Optimization Software Product and Services
9.3.4 Huawei Investment & Holding Co., Ltd. Data Center Cooling Optimization Software Revenue, Gross Margin and Market Share (2021-2026)
9.3.5 Huawei Investment & Holding Co., Ltd. Recent Developments/Updates
9.3.6 Huawei Investment & Holding Co., Ltd. Competitive Strengths & Weaknesses
9.4 Vigilent Corporation
9.4.1 Vigilent Corporation Details
9.4.2 Vigilent Corporation Major Business
9.4.3 Vigilent Corporation Data Center Cooling Optimization Software Product and Services
9.4.4 Vigilent Corporation Data Center Cooling Optimization Software Revenue, Gross Margin and Market Share (2021-2026)
9.4.5 Vigilent Corporation Recent Developments/Updates
9.4.6 Vigilent Corporation Competitive Strengths & Weaknesses
9.5 Carrier Global Corporation
9.5.1 Carrier Global Corporation Details
9.5.2 Carrier Global Corporation Major Business
9.5.3 Carrier Global Corporation Data Center Cooling Optimization Software Product and Services
9.5.4 Carrier Global Corporation Data Center Cooling Optimization Software Revenue, Gross Margin and Market Share (2021-2026)
9.5.5 Carrier Global Corporation Recent Developments/Updates
9.5.6 Carrier Global Corporation Competitive Strengths & Weaknesses
9.6 Phaidra Inc.
9.6.1 Phaidra Inc. Details
9.6.2 Phaidra Inc. Major Business
9.6.3 Phaidra Inc. Data Center Cooling Optimization Software Product and Services
9.6.4 Phaidra Inc. Data Center Cooling Optimization Software Revenue, Gross Margin and Market Share (2021-2026)
9.6.5 Phaidra Inc. Recent Developments/Updates
9.6.6 Phaidra Inc. Competitive Strengths & Weaknesses
9.7 Cadence Design Systems, Inc.
9.7.1 Cadence Design Systems, Inc. Details
9.7.2 Cadence Design Systems, Inc. Major Business
9.7.3 Cadence Design Systems, Inc. Data Center Cooling Optimization Software Product and Services
9.7.4 Cadence Design Systems, Inc. Data Center Cooling Optimization Software Revenue, Gross Margin and Market Share (2021-2026)
9.7.5 Cadence Design Systems, Inc. Recent Developments/Updates
9.7.6 Cadence Design Systems, Inc. Competitive Strengths & Weaknesses
9.8 EkkoSense Ltd
9.8.1 EkkoSense Ltd Details
9.8.2 EkkoSense Ltd Major Business
9.8.3 EkkoSense Ltd Data Center Cooling Optimization Software Product and Services
9.8.4 EkkoSense Ltd Data Center Cooling Optimization Software Revenue, Gross Margin and Market Share (2021-2026)
9.8.5 EkkoSense Ltd Recent Developments/Updates
9.8.6 EkkoSense Ltd Competitive Strengths & Weaknesses
9.9 etalytics GmbH
9.9.1 etalytics GmbH Details
9.9.2 etalytics GmbH Major Business
9.9.3 etalytics GmbH Data Center Cooling Optimization Software Product and Services
9.9.4 etalytics GmbH Data Center Cooling Optimization Software Revenue, Gross Margin and Market Share (2021-2026)
9.9.5 etalytics GmbH Recent Developments/Updates
9.9.6 etalytics GmbH Competitive Strengths & Weaknesses
9.10 STULZ GmbH
9.10.1 STULZ GmbH Details
9.10.2 STULZ GmbH Major Business
9.10.3 STULZ GmbH Data Center Cooling Optimization Software Product and Services
9.10.4 STULZ GmbH Data Center Cooling Optimization Software Revenue, Gross Margin and Market Share (2021-2026)
9.10.5 STULZ GmbH Recent Developments/Updates
9.10.6 STULZ GmbH Competitive Strengths & Weaknesses
9.11 Modine Manufacturing Company
9.11.1 Modine Manufacturing Company Details
9.11.2 Modine Manufacturing Company Major Business
9.11.3 Modine Manufacturing Company Data Center Cooling Optimization Software Product and Services
9.11.4 Modine Manufacturing Company Data Center Cooling Optimization Software Revenue, Gross Margin and Market Share (2021-2026)
9.11.5 Modine Manufacturing Company Recent Developments/Updates
9.11.6 Modine Manufacturing Company Competitive Strengths & Weaknesses
9.12 Trane Technologies plc
9.12.1 Trane Technologies plc Details
9.12.2 Trane Technologies plc Major Business
9.12.3 Trane Technologies plc Data Center Cooling Optimization Software Product and Services
9.12.4 Trane Technologies plc Data Center Cooling Optimization Software Revenue, Gross Margin and Market Share (2021-2026)
9.12.5 Trane Technologies plc Recent Developments/Updates
9.12.6 Trane Technologies plc Competitive Strengths & Weaknesses
9.13 Vertiv Holdings Co
9.13.1 Vertiv Holdings Co Details
9.13.2 Vertiv Holdings Co Major Business
9.13.3 Vertiv Holdings Co Data Center Cooling Optimization Software Product and Services
9.13.4 Vertiv Holdings Co Data Center Cooling Optimization Software Revenue, Gross Margin and Market Share (2021-2026)
9.13.5 Vertiv Holdings Co Recent Developments/Updates
9.13.6 Vertiv Holdings Co Competitive Strengths & Weaknesses
9.14 Optimum Energy LLC
9.14.1 Optimum Energy LLC Details
9.14.2 Optimum Energy LLC Major Business
9.14.3 Optimum Energy LLC Data Center Cooling Optimization Software Product and Services
9.14.4 Optimum Energy LLC Data Center Cooling Optimization Software Revenue, Gross Margin and Market Share (2021-2026)
9.14.5 Optimum Energy LLC Recent Developments/Updates
9.14.6 Optimum Energy LLC Competitive Strengths & Weaknesses
9.15 ZTE Corporation
9.15.1 ZTE Corporation Details
9.15.2 ZTE Corporation Major Business
9.15.3 ZTE Corporation Data Center Cooling Optimization Software Product and Services
9.15.4 ZTE Corporation Data Center Cooling Optimization Software Revenue, Gross Margin and Market Share (2021-2026)
9.15.5 ZTE Corporation Recent Developments/Updates
9.15.6 ZTE Corporation Competitive Strengths & Weaknesses
9.16 Mitsubishi Electric Corporation
9.16.1 Mitsubishi Electric Corporation Details
9.16.2 Mitsubishi Electric Corporation Major Business
9.16.3 Mitsubishi Electric Corporation Data Center Cooling Optimization Software Product and Services
9.16.4 Mitsubishi Electric Corporation Data Center Cooling Optimization Software Revenue, Gross Margin and Market Share (2021-2026)
9.16.5 Mitsubishi Electric Corporation Recent Developments/Updates
9.16.6 Mitsubishi Electric Corporation Competitive Strengths & Weaknesses
9.17 Delta Electronics, Inc.
9.17.1 Delta Electronics, Inc. Details
9.17.2 Delta Electronics, Inc. Major Business
9.17.3 Delta Electronics, Inc. Data Center Cooling Optimization Software Product and Services
9.17.4 Delta Electronics, Inc. Data Center Cooling Optimization Software Revenue, Gross Margin and Market Share (2021-2026)
9.17.5 Delta Electronics, Inc. Recent Developments/Updates
9.17.6 Delta Electronics, Inc. Competitive Strengths & Weaknesses
9.18 Johnson Controls International plc
9.18.1 Johnson Controls International plc Details
9.18.2 Johnson Controls International plc Major Business
9.18.3 Johnson Controls International plc Data Center Cooling Optimization Software Product and Services
9.18.4 Johnson Controls International plc Data Center Cooling Optimization Software Revenue, Gross Margin and Market Share (2021-2026)
9.18.5 Johnson Controls International plc Recent Developments/Updates
9.18.6 Johnson Controls International plc Competitive Strengths & Weaknesses
9.19 Modius, Inc.
9.19.1 Modius, Inc. Details
9.19.2 Modius, Inc. Major Business
9.19.3 Modius, Inc. Data Center Cooling Optimization Software Product and Services
9.19.4 Modius, Inc. Data Center Cooling Optimization Software Revenue, Gross Margin and Market Share (2021-2026)
9.19.5 Modius, Inc. Recent Developments/Updates
9.19.6 Modius, Inc. Competitive Strengths & Weaknesses
9.20 Sunbird Software, Inc.
9.20.1 Sunbird Software, Inc. Details
9.20.2 Sunbird Software, Inc. Major Business
9.20.3 Sunbird Software, Inc. Data Center Cooling Optimization Software Product and Services
9.20.4 Sunbird Software, Inc. Data Center Cooling Optimization Software Revenue, Gross Margin and Market Share (2021-2026)
9.20.5 Sunbird Software, Inc. Recent Developments/Updates
9.20.6 Sunbird Software, Inc. Competitive Strengths & Weaknesses
9.21 Gamma Technologies, LLC
9.21.1 Gamma Technologies, LLC Details
9.21.2 Gamma Technologies, LLC Major Business
9.21.3 Gamma Technologies, LLC Data Center Cooling Optimization Software Product and Services
9.21.4 Gamma Technologies, LLC Data Center Cooling Optimization Software Revenue, Gross Margin and Market Share (2021-2026)
9.21.5 Gamma Technologies, LLC Recent Developments/Updates
9.21.6 Gamma Technologies, LLC Competitive Strengths & Weaknesses
9.22 Red Dot AI Pte Ltd
9.22.1 Red Dot AI Pte Ltd Details
9.22.2 Red Dot AI Pte Ltd Major Business
9.22.3 Red Dot AI Pte Ltd Data Center Cooling Optimization Software Product and Services
9.22.4 Red Dot AI Pte Ltd Data Center Cooling Optimization Software Revenue, Gross Margin and Market Share (2021-2026)
9.22.5 Red Dot AI Pte Ltd Recent Developments/Updates
9.22.6 Red Dot AI Pte Ltd Competitive Strengths & Weaknesses
9.23 FNT GmbH
9.23.1 FNT GmbH Details
9.23.2 FNT GmbH Major Business
9.23.3 FNT GmbH Data Center Cooling Optimization Software Product and Services
9.23.4 FNT GmbH Data Center Cooling Optimization Software Revenue, Gross Margin and Market Share (2021-2026)
9.23.5 FNT GmbH Recent Developments/Updates
9.23.6 FNT GmbH Competitive Strengths & Weaknesses
9.24 Shenzhen Envicool Technology Co., Ltd.
9.24.1 Shenzhen Envicool Technology Co., Ltd. Details
9.24.2 Shenzhen Envicool Technology Co., Ltd. Major Business
9.24.3 Shenzhen Envicool Technology Co., Ltd. Data Center Cooling Optimization Software Product and Services
9.24.4 Shenzhen Envicool Technology Co., Ltd. Data Center Cooling Optimization Software Revenue, Gross Margin and Market Share (2021-2026)
9.24.5 Shenzhen Envicool Technology Co., Ltd. Recent Developments/Updates
9.24.6 Shenzhen Envicool Technology Co., Ltd. Competitive Strengths & Weaknesses
9.25 Lucend
9.25.1 Lucend Details
9.25.2 Lucend Major Business
9.25.3 Lucend Data Center Cooling Optimization Software Product and Services
9.25.4 Lucend Data Center Cooling Optimization Software Revenue, Gross Margin and Market Share (2021-2026)
9.25.5 Lucend Recent Developments/Updates
9.25.6 Lucend Competitive Strengths & Weaknesses
9.26 ZutaCore, Inc.
9.26.1 ZutaCore, Inc. Details
9.26.2 ZutaCore, Inc. Major Business
9.26.3 ZutaCore, Inc. Data Center Cooling Optimization Software Product and Services
9.26.4 ZutaCore, Inc. Data Center Cooling Optimization Software Revenue, Gross Margin and Market Share (2021-2026)
9.26.5 ZutaCore, Inc. Recent Developments/Updates
9.26.6 ZutaCore, Inc. Competitive Strengths & Weaknesses
9.27 OctaiPipe
9.27.1 OctaiPipe Details
9.27.2 OctaiPipe Major Business
9.27.3 OctaiPipe Data Center Cooling Optimization Software Product and Services
9.27.4 OctaiPipe Data Center Cooling Optimization Software Revenue, Gross Margin and Market Share (2021-2026)
9.27.5 OctaiPipe Recent Developments/Updates
9.27.6 OctaiPipe Competitive Strengths & Weaknesses
9.28 FLUIX Inc.
9.28.1 FLUIX Inc. Details
9.28.2 FLUIX Inc. Major Business
9.28.3 FLUIX Inc. Data Center Cooling Optimization Software Product and Services
9.28.4 FLUIX Inc. Data Center Cooling Optimization Software Revenue, Gross Margin and Market Share (2021-2026)
9.28.5 FLUIX Inc. Recent Developments/Updates
9.28.6 FLUIX Inc. Competitive Strengths & Weaknesses
9.29 Zhuhai Pilot Technology Co., Ltd.
9.29.1 Zhuhai Pilot Technology Co., Ltd. Details
9.29.2 Zhuhai Pilot Technology Co., Ltd. Major Business
9.29.3 Zhuhai Pilot Technology Co., Ltd. Data Center Cooling Optimization Software Product and Services
9.29.4 Zhuhai Pilot Technology Co., Ltd. Data Center Cooling Optimization Software Revenue, Gross Margin and Market Share (2021-2026)
9.29.5 Zhuhai Pilot Technology Co., Ltd. Recent Developments/Updates
9.29.6 Zhuhai Pilot Technology Co., Ltd. Competitive Strengths & Weaknesses
9.30 Nanjing Canatal Data-Centre Environmental Tech Co., Ltd.
9.30.1 Nanjing Canatal Data-Centre Environmental Tech Co., Ltd. Details
9.30.2 Nanjing Canatal Data-Centre Environmental Tech Co., Ltd. Major Business
9.30.3 Nanjing Canatal Data-Centre Environmental Tech Co., Ltd. Data Center Cooling Optimization Software Product and Services
9.30.4 Nanjing Canatal Data-Centre Environmental Tech Co., Ltd. Data Center Cooling Optimization Software Revenue, Gross Margin and Market Share (2021-2026)
9.30.5 Nanjing Canatal Data-Centre Environmental Tech Co., Ltd. Recent Developments/Updates
9.30.6 Nanjing Canatal Data-Centre Environmental Tech Co., Ltd. Competitive Strengths & Weaknesses
9.31 Beijing Jiamu Kerui Technology Co., Ltd.
9.31.1 Beijing Jiamu Kerui Technology Co., Ltd. Details
9.31.2 Beijing Jiamu Kerui Technology Co., Ltd. Major Business
9.31.3 Beijing Jiamu Kerui Technology Co., Ltd. Data Center Cooling Optimization Software Product and Services
9.31.4 Beijing Jiamu Kerui Technology Co., Ltd. Data Center Cooling Optimization Software Revenue, Gross Margin and Market Share (2021-2026)
9.31.5 Beijing Jiamu Kerui Technology Co., Ltd. Recent Developments/Updates
9.31.6 Beijing Jiamu Kerui Technology Co., Ltd. Competitive Strengths & Weaknesses
10 INDUSTRY CHAIN ANALYSIS
10.1 Data Center Cooling Optimization Software Industry Chain
10.2 Data Center Cooling Optimization Software Upstream Analysis
10.3 Data Center Cooling Optimization Software Midstream Analysis
10.4 Data Center Cooling Optimization Software Downstream Analysis
11 RESEARCH FINDINGS AND CONCLUSION
12 APPENDIX
12.1 Methodology
12.2 Research Process and Data Source
12.3 Disclaimer
LIST OF TABLES
Table 1. World Data Center Cooling Optimization Software Revenue by Region (2021, 2025 and 2032) & (USD Million), (by Headquarter Location)
Table 2. World Data Center Cooling Optimization Software Revenue by Region (2021-2026) & (USD Million), (by Headquarter Location)
Table 3. World Data Center Cooling Optimization Software Revenue by Region (2027-2032) & (USD Million), (by Headquarter Location)
Table 4. World Data Center Cooling Optimization Software Revenue Market Share by Region (2021-2026), (by Headquarter Location)
Table 5. World Data Center Cooling Optimization Software Revenue Market Share by Region (2027-2032), (by Headquarter Location)
Table 6. Major Market Trends
Table 7. World Data Center Cooling Optimization Software Consumption Value Growth Rate Forecast by Region (2021 & 2025 & 2032) & (USD Million)
Table 8. World Data Center Cooling Optimization Software Consumption Value by Region (2021-2026) & (USD Million)
Table 9. World Data Center Cooling Optimization Software Consumption Value Forecast by Region (2027-2032) & (USD Million)
Table 10. World Data Center Cooling Optimization Software Revenue by Player (2021-2026) & (USD Million)
Table 11. Revenue Market Share of Key Data Center Cooling Optimization Software Players in 2025
Table 12. World Data Center Cooling Optimization Software Industry Rank of Major Player, Based on Revenue in 2025
Table 13. Global Data Center Cooling Optimization Software Company Evaluation Quadrant
Table 14. Head Office of Key Data Center Cooling Optimization Software Players
Table 15. Data Center Cooling Optimization Software Market: Company Product Type Footprint
Table 16. Data Center Cooling Optimization Software Market: Company Product Application Footprint
Table 17. Data Center Cooling Optimization Software Mergers & Acquisitions Activity
Table 18. United States VS China Data Center Cooling Optimization Software Revenue Comparison, (2021 & 2025 & 2032) & (USD Million)
Table 19. United States VS China Data Center Cooling Optimization Software Consumption Value Comparison, (2021 & 2025 & 2032) & (USD Million)
Table 20. United States Based Data Center Cooling Optimization Software Companies, Headquarters (States, Country)
Table 21. United States Based Companies Data Center Cooling Optimization Software Revenue, (2021-2026) & (USD Million)
Table 22. United States Based Companies Data Center Cooling Optimization Software Revenue Market Share (2021-2026)
Table 23. China Based Data Center Cooling Optimization Software Companies, Headquarters (Province, Country)
Table 24. China Based Companies Data Center Cooling Optimization Software Revenue, (2021-2026) & (USD Million)
Table 25. China Based Companies Data Center Cooling Optimization Software Revenue Market Share (2021-2026)
Table 26. Rest of World Based Data Center Cooling Optimization Software Companies, Headquarters (Province, Country)
Table 27. Rest of World Based Companies Data Center Cooling Optimization Software Revenue (2021-2026) & (USD Million)
Table 28. Rest of World Based Companies Data Center Cooling Optimization Software Revenue Market Share (2021-2026)
Table 29. World Data Center Cooling Optimization Software Market Size by Type, (USD Million), 2021 & 2025 & 2032
Table 30. World Data Center Cooling Optimization Software Market Size Value by Type (2021-2026) & (USD Million)
Table 31. World Data Center Cooling Optimization Software Market Size by Type (2027-2032) & (USD Million)
Table 32. World Data Center Cooling Optimization Software Market Size by Primary Cooling Domain, (USD Million), 2021 & 2025 & 2032
Table 33. World Data Center Cooling Optimization Software Market Size Value by Primary Cooling Domain (2021-2026) & (USD Million)
Table 34. World Data Center Cooling Optimization Software Market Size by Primary Cooling Domain (2027-2032) & (USD Million)
Table 35. World Data Center Cooling Optimization Software Market Size by Deployment Model, (USD Million), 2021 & 2025 & 2032
Table 36. World Data Center Cooling Optimization Software Market Size Value by Deployment Model (2021-2026) & (USD Million)
Table 37. World Data Center Cooling Optimization Software Market Size by Deployment Model (2027-2032) & (USD Million)
Table 38. World Data Center Cooling Optimization Software Market Size by Application, (USD Million), 2021 & 2025 & 2032
Table 39. World Data Center Cooling Optimization Software Market Size by Application (2021-2026) & (USD Million)
Table 40. World Data Center Cooling Optimization Software Market Size by Application (2027-2032) & (USD Million)
Table 41. Schneider Electric SE Basic Information, Manufacturing Base and Competitors
Table 42. Schneider Electric SE Major Business
Table 43. Schneider Electric SE Data Center Cooling Optimization Software Product and Services
Table 44. Schneider Electric SE Data Center Cooling Optimization Software Revenue, Gross Margin and Market Share (2021-2026) & (USD Million)
Table 45. Schneider Electric SE Recent Developments/Updates
Table 46. Schneider Electric SE Competitive Strengths & Weaknesses
Table 47. Siemens AG Basic Information, Manufacturing Base and Competitors
Table 48. Siemens AG Major Business
Table 49. Siemens AG Data Center Cooling Optimization Software Product and Services
Table 50. Siemens AG Data Center Cooling Optimization Software Revenue, Gross Margin and Market Share (2021-2026) & (USD Million)
Table 51. Siemens AG Recent Developments/Updates
Table 52. Siemens AG Competitive Strengths & Weaknesses
Table 53. Huawei Investment & Holding Co., Ltd. Basic Information, Manufacturing Base and Competitors
Table 54. Huawei Investment & Holding Co., Ltd. Major Business
Table 55. Huawei Investment & Holding Co., Ltd. Data Center Cooling Optimization Software Product and Services
Table 56. Huawei Investment & Holding Co., Ltd. Data Center Cooling Optimization Software Revenue, Gross Margin and Market Share (2021-2026) & (USD Million)
Table 57. Huawei Investment & Holding Co., Ltd. Recent Developments/Updates
Table 58. Huawei Investment & Holding Co., Ltd. Competitive Strengths & Weaknesses
Table 59. Vigilent Corporation Basic Information, Manufacturing Base and Competitors
Table 60. Vigilent Corporation Major Business
Table 61. Vigilent Corporation Data Center Cooling Optimization Software Product and Services
Table 62. Vigilent Corporation Data Center Cooling Optimization Software Revenue, Gross Margin and Market Share (2021-2026) & (USD Million)
Table 63. Vigilent Corporation Recent Developments/Updates
Table 64. Vigilent Corporation Competitive Strengths & Weaknesses
Table 65. Carrier Global Corporation Basic Information, Manufacturing Base and Competitors
Table 66. Carrier Global Corporation Major Business
Table 67. Carrier Global Corporation Data Center Cooling Optimization Software Product and Services
Table 68. Carrier Global Corporation Data Center Cooling Optimization Software Revenue, Gross Margin and Market Share (2021-2026) & (USD Million)
Table 69. Carrier Global Corporation Recent Developments/Updates
Table 70. Carrier Global Corporation Competitive Strengths & Weaknesses
Table 71. Phaidra Inc. Basic Information, Manufacturing Base and Competitors
Table 72. Phaidra Inc. Major Business
Table 73. Phaidra Inc. Data Center Cooling Optimization Software Product and Services
Table 74. Phaidra Inc. Data Center Cooling Optimization Software Revenue, Gross Margin and Market Share (2021-2026) & (USD Million)
Table 75. Phaidra Inc. Recent Developments/Updates
Table 76. Phaidra Inc. Competitive Strengths & Weaknesses
Table 77. Cadence Design Systems, Inc. Basic Information, Manufacturing Base and Competitors
Table 78. Cadence Design Systems, Inc. Major Business
Table 79. Cadence Design Systems, Inc. Data Center Cooling Optimization Software Product and Services
Table 80. Cadence Design Systems, Inc. Data Center Cooling Optimization Software Revenue, Gross Margin and Market Share (2021-2026) & (USD Million)
Table 81. Cadence Design Systems, Inc. Recent Developments/Updates
Table 82. Cadence Design Systems, Inc. Competitive Strengths & Weaknesses
Table 83. EkkoSense Ltd Basic Information, Manufacturing Base and Competitors
Table 84. EkkoSense Ltd Major Business
Table 85. EkkoSense Ltd Data Center Cooling Optimization Software Product and Services
Table 86. EkkoSense Ltd Data Center Cooling Optimization Software Revenue, Gross Margin and Market Share (2021-2026) & (USD Million)
Table 87. EkkoSense Ltd Recent Developments/Updates
Table 88. EkkoSense Ltd Competitive Strengths & Weaknesses
Table 89. etalytics GmbH Basic Information, Manufacturing Base and Competitors
Table 90. etalytics GmbH Major Business
Table 91. etalytics GmbH Data Center Cooling Optimization Software Product and Services
Table 92. etalytics GmbH Data Center Cooling Optimization Software Revenue, Gross Margin and Market Share (2021-2026) & (USD Million)
Table 93. etalytics GmbH Recent Developments/Updates
Table 94. etalytics GmbH Competitive Strengths & Weaknesses
Table 95. STULZ GmbH Basic Information, Manufacturing Base and Competitors
Table 96. STULZ GmbH Major Business
Table 97. STULZ GmbH Data Center Cooling Optimization Software Product and Services
Table 98. STULZ GmbH Data Center Cooling Optimization Software Revenue, Gross Margin and Market Share (2021-2026) & (USD Million)
Table 99. STULZ GmbH Recent Developments/Updates
Table 100. STULZ GmbH Competitive Strengths & Weaknesses
Table 101. Modine Manufacturing Company Basic Information, Manufacturing Base and Competitors
Table 102. Modine Manufacturing Company Major Business
Table 103. Modine Manufacturing Company Data Center Cooling Optimization Software Product and Services
Table 104. Modine Manufacturing Company Data Center Cooling Optimization Software Revenue, Gross Margin and Market Share (2021-2026) & (USD Million)
Table 105. Modine Manufacturing Company Recent Developments/Updates
Table 106. Modine Manufacturing Company Competitive Strengths & Weaknesses
Table 107. Trane Technologies plc Basic Information, Manufacturing Base and Competitors
Table 108. Trane Technologies plc Major Business
Table 109. Trane Technologies plc Data Center Cooling Optimization Software Product and Services
Table 110. Trane Technologies plc Data Center Cooling Optimization Software Revenue, Gross Margin and Market Share (2021-2026) & (USD Million)
Table 111. Trane Technologies plc Recent Developments/Updates
Table 112. Trane Technologies plc Competitive Strengths & Weaknesses
Table 113. Vertiv Holdings Co Basic Information, Manufacturing Base and Competitors
Table 114. Vertiv Holdings Co Major Business
Table 115. Vertiv Holdings Co Data Center Cooling Optimization Software Product and Services
Table 116. Vertiv Holdings Co Data Center Cooling Optimization Software Revenue, Gross Margin and Market Share (2021-2026) & (USD Million)
Table 117. Vertiv Holdings Co Recent Developments/Updates
Table 118. Vertiv Holdings Co Competitive Strengths & Weaknesses
Table 119. Optimum Energy LLC Basic Information, Manufacturing Base and Competitors
Table 120. Optimum Energy LLC Major Business
Table 121. Optimum Energy LLC Data Center Cooling Optimization Software Product and Services
Table 122. Optimum Energy LLC Data Center Cooling Optimization Software Revenue, Gross Margin and Market Share (2021-2026) & (USD Million)
Table 123. Optimum Energy LLC Recent Developments/Updates
Table 124. Optimum Energy LLC Competitive Strengths & Weaknesses
Table 125. ZTE Corporation Basic Information, Manufacturing Base and Competitors
Table 126. ZTE Corporation Major Business
Table 127. ZTE Corporation Data Center Cooling Optimization Software Product and Services
Table 128. ZTE Corporation Data Center Cooling Optimization Software Revenue, Gross Margin and Market Share (2021-2026) & (USD Million)
Table 129. ZTE Corporation Recent Developments/Updates
Table 130. ZTE Corporation Competitive Strengths & Weaknesses
Table 131. Mitsubishi Electric Corporation Basic Information, Manufacturing Base and Competitors
Table 132. Mitsubishi Electric Corporation Major Business
Table 133. Mitsubishi Electric Corporation Data Center Cooling Optimization Software Product and Services
Table 134. Mitsubishi Electric Corporation Data Center Cooling Optimization Software Revenue, Gross Margin and Market Share (2021-2026) & (USD Million)
Table 135. Mitsubishi Electric Corporation Recent Developments/Updates
Table 136. Mitsubishi Electric Corporation Competitive Strengths & Weaknesses
Table 137. Delta Electronics, Inc. Basic Information, Manufacturing Base and Competitors
Table 138. Delta Electronics, Inc. Major Business
Table 139. Delta Electronics, Inc. Data Center Cooling Optimization Software Product and Services
Table 140. Delta Electronics, Inc. Data Center Cooling Optimization Software Revenue, Gross Margin and Market Share (2021-2026) & (USD Million)
Table 141. Delta Electronics, Inc. Recent Developments/Updates
Table 142. Delta Electronics, Inc. Competitive Strengths & Weaknesses
Table 143. Johnson Controls International plc Basic Information, Manufacturing Base and Competitors
Table 144. Johnson Controls International plc Major Business
Table 145. Johnson Controls International plc Data Center Cooling Optimization Software Product and Services
Table 146. Johnson Controls International plc Data Center Cooling Optimization Software Revenue, Gross Margin and Market Share (2021-2026) & (USD Million)
Table 147. Johnson Controls International plc Recent Developments/Updates
Table 148. Johnson Controls International plc Competitive Strengths & Weaknesses
Table 149. Modius, Inc. Basic Information, Manufacturing Base and Competitors
Table 150. Modius, Inc. Major Business
Table 151. Modius, Inc. Data Center Cooling Optimization Software Product and Services
Table 152. Modius, Inc. Data Center Cooling Optimization Software Revenue, Gross Margin and Market Share (2021-2026) & (USD Million)
Table 153. Modius, Inc. Recent Developments/Updates
Table 154. Modius, Inc. Competitive Strengths & Weaknesses
Table 155. Sunbird Software, Inc. Basic Information, Manufacturing Base and Competitors
Table 156. Sunbird Software, Inc. Major Business
Table 157. Sunbird Software, Inc. Data Center Cooling Optimization Software Product and Services
Table 158. Sunbird Software, Inc. Data Center Cooling Optimization Software Revenue, Gross Margin and Market Share (2021-2026) & (USD Million)
Table 159. Sunbird Software, Inc. Recent Developments/Updates
Table 160. Sunbird Software, Inc. Competitive Strengths & Weaknesses
Table 161. Gamma Technologies, LLC Basic Information, Manufacturing Base and Competitors
Table 162. Gamma Technologies, LLC Major Business
Table 163. Gamma Technologies, LLC Data Center Cooling Optimization Software Product and Services
Table 164. Gamma Technologies, LLC Data Center Cooling Optimization Software Revenue, Gross Margin and Market Share (2021-2026) & (USD Million)
Table 165. Gamma Technologies, LLC Recent Developments/Updates
Table 166. Gamma Technologies, LLC Competitive Strengths & Weaknesses
Table 167. Red Dot AI Pte Ltd Basic Information, Manufacturing Base and Competitors
Table 168. Red Dot AI Pte Ltd Major Business
Table 169. Red Dot AI Pte Ltd Data Center Cooling Optimization Software Product and Services
Table 170. Red Dot AI Pte Ltd Data Center Cooling Optimization Software Revenue, Gross Margin and Market Share (2021-2026) & (USD Million)
Table 171. Red Dot AI Pte Ltd Recent Developments/Updates
Table 172. Red Dot AI Pte Ltd Competitive Strengths & Weaknesses
Table 173. FNT GmbH Basic Information, Manufacturing Base and Competitors
Table 174. FNT GmbH Major Business
Table 175. FNT GmbH Data Center Cooling Optimization Software Product and Services
Table 176. FNT GmbH Data Center Cooling Optimization Software Revenue, Gross Margin and Market Share (2021-2026) & (USD Million)
Table 177. FNT GmbH Recent Developments/Updates
Table 178. FNT GmbH Competitive Strengths & Weaknesses
Table 179. Shenzhen Envicool Technology Co., Ltd. Basic Information, Manufacturing Base and Competitors
Table 180. Shenzhen Envicool Technology Co., Ltd. Major Business
Table 181. Shenzhen Envicool Technology Co., Ltd. Data Center Cooling Optimization Software Product and Services
Table 182. Shenzhen Envicool Technology Co., Ltd. Data Center Cooling Optimization Software Revenue, Gross Margin and Market Share (2021-2026) & (USD Million)
Table 183. Shenzhen Envicool Technology Co., Ltd. Recent Developments/Updates
Table 184. Shenzhen Envicool Technology Co., Ltd. Competitive Strengths & Weaknesses
Table 185. Lucend Basic Information, Manufacturing Base and Competitors
Table 186. Lucend Major Business
Table 187. Lucend Data Center Cooling Optimization Software Product and Services
Table 188. Lucend Data Center Cooling Optimization Software Revenue, Gross Margin and Market Share (2021-2026) & (USD Million)
Table 189. Lucend Recent Developments/Updates
Table 190. Lucend Competitive Strengths & Weaknesses
Table 191. ZutaCore, Inc. Basic Information, Manufacturing Base and Competitors
Table 192. ZutaCore, Inc. Major Business
Table 193. ZutaCore, Inc. Data Center Cooling Optimization Software Product and Services
Table 194. ZutaCore, Inc. Data Center Cooling Optimization Software Revenue, Gross Margin and Market Share (2021-2026) & (USD Million)
Table 195. ZutaCore, Inc. Recent Developments/Updates
Table 196. ZutaCore, Inc. Competitive Strengths & Weaknesses
Table 197. OctaiPipe Basic Information, Manufacturing Base and Competitors
Table 198. OctaiPipe Major Business
Table 199. OctaiPipe Data Center Cooling Optimization Software Product and Services
Table 200. OctaiPipe Data Center Cooling Optimization Software Revenue, Gross Margin and Market Share (2021-2026) & (USD Million)
Table 201. OctaiPipe Recent Developments/Updates
Table 202. OctaiPipe Competitive Strengths & Weaknesses
Table 203. FLUIX Inc. Basic Information, Manufacturing Base and Competitors
Table 204. FLUIX Inc. Major Business
Table 205. FLUIX Inc. Data Center Cooling Optimization Software Product and Services
Table 206. FLUIX Inc. Data Center Cooling Optimization Software Revenue, Gross Margin and Market Share (2021-2026) & (USD Million)
Table 207. FLUIX Inc. Recent Developments/Updates
Table 208. FLUIX Inc. Competitive Strengths & Weaknesses
Table 209. Zhuhai Pilot Technology Co., Ltd. Basic Information, Manufacturing Base and Competitors
Table 210. Zhuhai Pilot Technology Co., Ltd. Major Business
Table 211. Zhuhai Pilot Technology Co., Ltd. Data Center Cooling Optimization Software Product and Services
Table 212. Zhuhai Pilot Technology Co., Ltd. Data Center Cooling Optimization Software Revenue, Gross Margin and Market Share (2021-2026) & (USD Million)
Table 213. Zhuhai Pilot Technology Co., Ltd. Recent Developments/Updates
Table 214. Zhuhai Pilot Technology Co., Ltd. Competitive Strengths & Weaknesses
Table 215. Nanjing Canatal Data-Centre Environmental Tech Co., Ltd. Basic Information, Manufacturing Base and Competitors
Table 216. Nanjing Canatal Data-Centre Environmental Tech Co., Ltd. Major Business
Table 217. Nanjing Canatal Data-Centre Environmental Tech Co., Ltd. Data Center Cooling Optimization Software Product and Services
Table 218. Nanjing Canatal Data-Centre Environmental Tech Co., Ltd. Data Center Cooling Optimization Software Revenue, Gross Margin and Market Share (2021-2026) & (USD Million)
Table 219. Nanjing Canatal Data-Centre Environmental Tech Co., Ltd. Recent Developments/Updates
Table 220. Nanjing Canatal Data-Centre Environmental Tech Co., Ltd. Competitive Strengths & Weaknesses
Table 221. Beijing Jiamu Kerui Technology Co., Ltd. Basic Information, Manufacturing Base and Competitors
Table 222. Beijing Jiamu Kerui Technology Co., Ltd. Major Business
Table 223. Beijing Jiamu Kerui Technology Co., Ltd. Data Center Cooling Optimization Software Product and Services
Table 224. Beijing Jiamu Kerui Technology Co., Ltd. Data Center Cooling Optimization Software Revenue, Gross Margin and Market Share (2021-2026) & (USD Million)
Table 225. Beijing Jiamu Kerui Technology Co., Ltd. Recent Developments/Updates
Table 226. Beijing Jiamu Kerui Technology Co., Ltd. Competitive Strengths & Weaknesses
Table 227. Global Key Players of Data Center Cooling Optimization Software Upstream (Raw Materials)
Table 228. Global Data Center Cooling Optimization Software Typical Customers
Table 1. World Data Center Cooling Optimization Software Revenue by Region (2021, 2025 and 2032) & (USD Million), (by Headquarter Location)
Table 2. World Data Center Cooling Optimization Software Revenue by Region (2021-2026) & (USD Million), (by Headquarter Location)
Table 3. World Data Center Cooling Optimization Software Revenue by Region (2027-2032) & (USD Million), (by Headquarter Location)
Table 4. World Data Center Cooling Optimization Software Revenue Market Share by Region (2021-2026), (by Headquarter Location)
Table 5. World Data Center Cooling Optimization Software Revenue Market Share by Region (2027-2032), (by Headquarter Location)
Table 6. Major Market Trends
Table 7. World Data Center Cooling Optimization Software Consumption Value Growth Rate Forecast by Region (2021 & 2025 & 2032) & (USD Million)
Table 8. World Data Center Cooling Optimization Software Consumption Value by Region (2021-2026) & (USD Million)
Table 9. World Data Center Cooling Optimization Software Consumption Value Forecast by Region (2027-2032) & (USD Million)
Table 10. World Data Center Cooling Optimization Software Revenue by Player (2021-2026) & (USD Million)
Table 11. Revenue Market Share of Key Data Center Cooling Optimization Software Players in 2025
Table 12. World Data Center Cooling Optimization Software Industry Rank of Major Player, Based on Revenue in 2025
Table 13. Global Data Center Cooling Optimization Software Company Evaluation Quadrant
Table 14. Head Office of Key Data Center Cooling Optimization Software Players
Table 15. Data Center Cooling Optimization Software Market: Company Product Type Footprint
Table 16. Data Center Cooling Optimization Software Market: Company Product Application Footprint
Table 17. Data Center Cooling Optimization Software Mergers & Acquisitions Activity
Table 18. United States VS China Data Center Cooling Optimization Software Revenue Comparison, (2021 & 2025 & 2032) & (USD Million)
Table 19. United States VS China Data Center Cooling Optimization Software Consumption Value Comparison, (2021 & 2025 & 2032) & (USD Million)
Table 20. United States Based Data Center Cooling Optimization Software Companies, Headquarters (States, Country)
Table 21. United States Based Companies Data Center Cooling Optimization Software Revenue, (2021-2026) & (USD Million)
Table 22. United States Based Companies Data Center Cooling Optimization Software Revenue Market Share (2021-2026)
Table 23. China Based Data Center Cooling Optimization Software Companies, Headquarters (Province, Country)
Table 24. China Based Companies Data Center Cooling Optimization Software Revenue, (2021-2026) & (USD Million)
Table 25. China Based Companies Data Center Cooling Optimization Software Revenue Market Share (2021-2026)
Table 26. Rest of World Based Data Center Cooling Optimization Software Companies, Headquarters (Province, Country)
Table 27. Rest of World Based Companies Data Center Cooling Optimization Software Revenue (2021-2026) & (USD Million)
Table 28. Rest of World Based Companies Data Center Cooling Optimization Software Revenue Market Share (2021-2026)
Table 29. World Data Center Cooling Optimization Software Market Size by Type, (USD Million), 2021 & 2025 & 2032
Table 30. World Data Center Cooling Optimization Software Market Size Value by Type (2021-2026) & (USD Million)
Table 31. World Data Center Cooling Optimization Software Market Size by Type (2027-2032) & (USD Million)
Table 32. World Data Center Cooling Optimization Software Market Size by Primary Cooling Domain, (USD Million), 2021 & 2025 & 2032
Table 33. World Data Center Cooling Optimization Software Market Size Value by Primary Cooling Domain (2021-2026) & (USD Million)
Table 34. World Data Center Cooling Optimization Software Market Size by Primary Cooling Domain (2027-2032) & (USD Million)
Table 35. World Data Center Cooling Optimization Software Market Size by Deployment Model, (USD Million), 2021 & 2025 & 2032
Table 36. World Data Center Cooling Optimization Software Market Size Value by Deployment Model (2021-2026) & (USD Million)
Table 37. World Data Center Cooling Optimization Software Market Size by Deployment Model (2027-2032) & (USD Million)
Table 38. World Data Center Cooling Optimization Software Market Size by Application, (USD Million), 2021 & 2025 & 2032
Table 39. World Data Center Cooling Optimization Software Market Size by Application (2021-2026) & (USD Million)
Table 40. World Data Center Cooling Optimization Software Market Size by Application (2027-2032) & (USD Million)
Table 41. Schneider Electric SE Basic Information, Manufacturing Base and Competitors
Table 42. Schneider Electric SE Major Business
Table 43. Schneider Electric SE Data Center Cooling Optimization Software Product and Services
Table 44. Schneider Electric SE Data Center Cooling Optimization Software Revenue, Gross Margin and Market Share (2021-2026) & (USD Million)
Table 45. Schneider Electric SE Recent Developments/Updates
Table 46. Schneider Electric SE Competitive Strengths & Weaknesses
Table 47. Siemens AG Basic Information, Manufacturing Base and Competitors
Table 48. Siemens AG Major Business
Table 49. Siemens AG Data Center Cooling Optimization Software Product and Services
Table 50. Siemens AG Data Center Cooling Optimization Software Revenue, Gross Margin and Market Share (2021-2026) & (USD Million)
Table 51. Siemens AG Recent Developments/Updates
Table 52. Siemens AG Competitive Strengths & Weaknesses
Table 53. Huawei Investment & Holding Co., Ltd. Basic Information, Manufacturing Base and Competitors
Table 54. Huawei Investment & Holding Co., Ltd. Major Business
Table 55. Huawei Investment & Holding Co., Ltd. Data Center Cooling Optimization Software Product and Services
Table 56. Huawei Investment & Holding Co., Ltd. Data Center Cooling Optimization Software Revenue, Gross Margin and Market Share (2021-2026) & (USD Million)
Table 57. Huawei Investment & Holding Co., Ltd. Recent Developments/Updates
Table 58. Huawei Investment & Holding Co., Ltd. Competitive Strengths & Weaknesses
Table 59. Vigilent Corporation Basic Information, Manufacturing Base and Competitors
Table 60. Vigilent Corporation Major Business
Table 61. Vigilent Corporation Data Center Cooling Optimization Software Product and Services
Table 62. Vigilent Corporation Data Center Cooling Optimization Software Revenue, Gross Margin and Market Share (2021-2026) & (USD Million)
Table 63. Vigilent Corporation Recent Developments/Updates
Table 64. Vigilent Corporation Competitive Strengths & Weaknesses
Table 65. Carrier Global Corporation Basic Information, Manufacturing Base and Competitors
Table 66. Carrier Global Corporation Major Business
Table 67. Carrier Global Corporation Data Center Cooling Optimization Software Product and Services
Table 68. Carrier Global Corporation Data Center Cooling Optimization Software Revenue, Gross Margin and Market Share (2021-2026) & (USD Million)
Table 69. Carrier Global Corporation Recent Developments/Updates
Table 70. Carrier Global Corporation Competitive Strengths & Weaknesses
Table 71. Phaidra Inc. Basic Information, Manufacturing Base and Competitors
Table 72. Phaidra Inc. Major Business
Table 73. Phaidra Inc. Data Center Cooling Optimization Software Product and Services
Table 74. Phaidra Inc. Data Center Cooling Optimization Software Revenue, Gross Margin and Market Share (2021-2026) & (USD Million)
Table 75. Phaidra Inc. Recent Developments/Updates
Table 76. Phaidra Inc. Competitive Strengths & Weaknesses
Table 77. Cadence Design Systems, Inc. Basic Information, Manufacturing Base and Competitors
Table 78. Cadence Design Systems, Inc. Major Business
Table 79. Cadence Design Systems, Inc. Data Center Cooling Optimization Software Product and Services
Table 80. Cadence Design Systems, Inc. Data Center Cooling Optimization Software Revenue, Gross Margin and Market Share (2021-2026) & (USD Million)
Table 81. Cadence Design Systems, Inc. Recent Developments/Updates
Table 82. Cadence Design Systems, Inc. Competitive Strengths & Weaknesses
Table 83. EkkoSense Ltd Basic Information, Manufacturing Base and Competitors
Table 84. EkkoSense Ltd Major Business
Table 85. EkkoSense Ltd Data Center Cooling Optimization Software Product and Services
Table 86. EkkoSense Ltd Data Center Cooling Optimization Software Revenue, Gross Margin and Market Share (2021-2026) & (USD Million)
Table 87. EkkoSense Ltd Recent Developments/Updates
Table 88. EkkoSense Ltd Competitive Strengths & Weaknesses
Table 89. etalytics GmbH Basic Information, Manufacturing Base and Competitors
Table 90. etalytics GmbH Major Business
Table 91. etalytics GmbH Data Center Cooling Optimization Software Product and Services
Table 92. etalytics GmbH Data Center Cooling Optimization Software Revenue, Gross Margin and Market Share (2021-2026) & (USD Million)
Table 93. etalytics GmbH Recent Developments/Updates
Table 94. etalytics GmbH Competitive Strengths & Weaknesses
Table 95. STULZ GmbH Basic Information, Manufacturing Base and Competitors
Table 96. STULZ GmbH Major Business
Table 97. STULZ GmbH Data Center Cooling Optimization Software Product and Services
Table 98. STULZ GmbH Data Center Cooling Optimization Software Revenue, Gross Margin and Market Share (2021-2026) & (USD Million)
Table 99. STULZ GmbH Recent Developments/Updates
Table 100. STULZ GmbH Competitive Strengths & Weaknesses
Table 101. Modine Manufacturing Company Basic Information, Manufacturing Base and Competitors
Table 102. Modine Manufacturing Company Major Business
Table 103. Modine Manufacturing Company Data Center Cooling Optimization Software Product and Services
Table 104. Modine Manufacturing Company Data Center Cooling Optimization Software Revenue, Gross Margin and Market Share (2021-2026) & (USD Million)
Table 105. Modine Manufacturing Company Recent Developments/Updates
Table 106. Modine Manufacturing Company Competitive Strengths & Weaknesses
Table 107. Trane Technologies plc Basic Information, Manufacturing Base and Competitors
Table 108. Trane Technologies plc Major Business
Table 109. Trane Technologies plc Data Center Cooling Optimization Software Product and Services
Table 110. Trane Technologies plc Data Center Cooling Optimization Software Revenue, Gross Margin and Market Share (2021-2026) & (USD Million)
Table 111. Trane Technologies plc Recent Developments/Updates
Table 112. Trane Technologies plc Competitive Strengths & Weaknesses
Table 113. Vertiv Holdings Co Basic Information, Manufacturing Base and Competitors
Table 114. Vertiv Holdings Co Major Business
Table 115. Vertiv Holdings Co Data Center Cooling Optimization Software Product and Services
Table 116. Vertiv Holdings Co Data Center Cooling Optimization Software Revenue, Gross Margin and Market Share (2021-2026) & (USD Million)
Table 117. Vertiv Holdings Co Recent Developments/Updates
Table 118. Vertiv Holdings Co Competitive Strengths & Weaknesses
Table 119. Optimum Energy LLC Basic Information, Manufacturing Base and Competitors
Table 120. Optimum Energy LLC Major Business
Table 121. Optimum Energy LLC Data Center Cooling Optimization Software Product and Services
Table 122. Optimum Energy LLC Data Center Cooling Optimization Software Revenue, Gross Margin and Market Share (2021-2026) & (USD Million)
Table 123. Optimum Energy LLC Recent Developments/Updates
Table 124. Optimum Energy LLC Competitive Strengths & Weaknesses
Table 125. ZTE Corporation Basic Information, Manufacturing Base and Competitors
Table 126. ZTE Corporation Major Business
Table 127. ZTE Corporation Data Center Cooling Optimization Software Product and Services
Table 128. ZTE Corporation Data Center Cooling Optimization Software Revenue, Gross Margin and Market Share (2021-2026) & (USD Million)
Table 129. ZTE Corporation Recent Developments/Updates
Table 130. ZTE Corporation Competitive Strengths & Weaknesses
Table 131. Mitsubishi Electric Corporation Basic Information, Manufacturing Base and Competitors
Table 132. Mitsubishi Electric Corporation Major Business
Table 133. Mitsubishi Electric Corporation Data Center Cooling Optimization Software Product and Services
Table 134. Mitsubishi Electric Corporation Data Center Cooling Optimization Software Revenue, Gross Margin and Market Share (2021-2026) & (USD Million)
Table 135. Mitsubishi Electric Corporation Recent Developments/Updates
Table 136. Mitsubishi Electric Corporation Competitive Strengths & Weaknesses
Table 137. Delta Electronics, Inc. Basic Information, Manufacturing Base and Competitors
Table 138. Delta Electronics, Inc. Major Business
Table 139. Delta Electronics, Inc. Data Center Cooling Optimization Software Product and Services
Table 140. Delta Electronics, Inc. Data Center Cooling Optimization Software Revenue, Gross Margin and Market Share (2021-2026) & (USD Million)
Table 141. Delta Electronics, Inc. Recent Developments/Updates
Table 142. Delta Electronics, Inc. Competitive Strengths & Weaknesses
Table 143. Johnson Controls International plc Basic Information, Manufacturing Base and Competitors
Table 144. Johnson Controls International plc Major Business
Table 145. Johnson Controls International plc Data Center Cooling Optimization Software Product and Services
Table 146. Johnson Controls International plc Data Center Cooling Optimization Software Revenue, Gross Margin and Market Share (2021-2026) & (USD Million)
Table 147. Johnson Controls International plc Recent Developments/Updates
Table 148. Johnson Controls International plc Competitive Strengths & Weaknesses
Table 149. Modius, Inc. Basic Information, Manufacturing Base and Competitors
Table 150. Modius, Inc. Major Business
Table 151. Modius, Inc. Data Center Cooling Optimization Software Product and Services
Table 152. Modius, Inc. Data Center Cooling Optimization Software Revenue, Gross Margin and Market Share (2021-2026) & (USD Million)
Table 153. Modius, Inc. Recent Developments/Updates
Table 154. Modius, Inc. Competitive Strengths & Weaknesses
Table 155. Sunbird Software, Inc. Basic Information, Manufacturing Base and Competitors
Table 156. Sunbird Software, Inc. Major Business
Table 157. Sunbird Software, Inc. Data Center Cooling Optimization Software Product and Services
Table 158. Sunbird Software, Inc. Data Center Cooling Optimization Software Revenue, Gross Margin and Market Share (2021-2026) & (USD Million)
Table 159. Sunbird Software, Inc. Recent Developments/Updates
Table 160. Sunbird Software, Inc. Competitive Strengths & Weaknesses
Table 161. Gamma Technologies, LLC Basic Information, Manufacturing Base and Competitors
Table 162. Gamma Technologies, LLC Major Business
Table 163. Gamma Technologies, LLC Data Center Cooling Optimization Software Product and Services
Table 164. Gamma Technologies, LLC Data Center Cooling Optimization Software Revenue, Gross Margin and Market Share (2021-2026) & (USD Million)
Table 165. Gamma Technologies, LLC Recent Developments/Updates
Table 166. Gamma Technologies, LLC Competitive Strengths & Weaknesses
Table 167. Red Dot AI Pte Ltd Basic Information, Manufacturing Base and Competitors
Table 168. Red Dot AI Pte Ltd Major Business
Table 169. Red Dot AI Pte Ltd Data Center Cooling Optimization Software Product and Services
Table 170. Red Dot AI Pte Ltd Data Center Cooling Optimization Software Revenue, Gross Margin and Market Share (2021-2026) & (USD Million)
Table 171. Red Dot AI Pte Ltd Recent Developments/Updates
Table 172. Red Dot AI Pte Ltd Competitive Strengths & Weaknesses
Table 173. FNT GmbH Basic Information, Manufacturing Base and Competitors
Table 174. FNT GmbH Major Business
Table 175. FNT GmbH Data Center Cooling Optimization Software Product and Services
Table 176. FNT GmbH Data Center Cooling Optimization Software Revenue, Gross Margin and Market Share (2021-2026) & (USD Million)
Table 177. FNT GmbH Recent Developments/Updates
Table 178. FNT GmbH Competitive Strengths & Weaknesses
Table 179. Shenzhen Envicool Technology Co., Ltd. Basic Information, Manufacturing Base and Competitors
Table 180. Shenzhen Envicool Technology Co., Ltd. Major Business
Table 181. Shenzhen Envicool Technology Co., Ltd. Data Center Cooling Optimization Software Product and Services
Table 182. Shenzhen Envicool Technology Co., Ltd. Data Center Cooling Optimization Software Revenue, Gross Margin and Market Share (2021-2026) & (USD Million)
Table 183. Shenzhen Envicool Technology Co., Ltd. Recent Developments/Updates
Table 184. Shenzhen Envicool Technology Co., Ltd. Competitive Strengths & Weaknesses
Table 185. Lucend Basic Information, Manufacturing Base and Competitors
Table 186. Lucend Major Business
Table 187. Lucend Data Center Cooling Optimization Software Product and Services
Table 188. Lucend Data Center Cooling Optimization Software Revenue, Gross Margin and Market Share (2021-2026) & (USD Million)
Table 189. Lucend Recent Developments/Updates
Table 190. Lucend Competitive Strengths & Weaknesses
Table 191. ZutaCore, Inc. Basic Information, Manufacturing Base and Competitors
Table 192. ZutaCore, Inc. Major Business
Table 193. ZutaCore, Inc. Data Center Cooling Optimization Software Product and Services
Table 194. ZutaCore, Inc. Data Center Cooling Optimization Software Revenue, Gross Margin and Market Share (2021-2026) & (USD Million)
Table 195. ZutaCore, Inc. Recent Developments/Updates
Table 196. ZutaCore, Inc. Competitive Strengths & Weaknesses
Table 197. OctaiPipe Basic Information, Manufacturing Base and Competitors
Table 198. OctaiPipe Major Business
Table 199. OctaiPipe Data Center Cooling Optimization Software Product and Services
Table 200. OctaiPipe Data Center Cooling Optimization Software Revenue, Gross Margin and Market Share (2021-2026) & (USD Million)
Table 201. OctaiPipe Recent Developments/Updates
Table 202. OctaiPipe Competitive Strengths & Weaknesses
Table 203. FLUIX Inc. Basic Information, Manufacturing Base and Competitors
Table 204. FLUIX Inc. Major Business
Table 205. FLUIX Inc. Data Center Cooling Optimization Software Product and Services
Table 206. FLUIX Inc. Data Center Cooling Optimization Software Revenue, Gross Margin and Market Share (2021-2026) & (USD Million)
Table 207. FLUIX Inc. Recent Developments/Updates
Table 208. FLUIX Inc. Competitive Strengths & Weaknesses
Table 209. Zhuhai Pilot Technology Co., Ltd. Basic Information, Manufacturing Base and Competitors
Table 210. Zhuhai Pilot Technology Co., Ltd. Major Business
Table 211. Zhuhai Pilot Technology Co., Ltd. Data Center Cooling Optimization Software Product and Services
Table 212. Zhuhai Pilot Technology Co., Ltd. Data Center Cooling Optimization Software Revenue, Gross Margin and Market Share (2021-2026) & (USD Million)
Table 213. Zhuhai Pilot Technology Co., Ltd. Recent Developments/Updates
Table 214. Zhuhai Pilot Technology Co., Ltd. Competitive Strengths & Weaknesses
Table 215. Nanjing Canatal Data-Centre Environmental Tech Co., Ltd. Basic Information, Manufacturing Base and Competitors
Table 216. Nanjing Canatal Data-Centre Environmental Tech Co., Ltd. Major Business
Table 217. Nanjing Canatal Data-Centre Environmental Tech Co., Ltd. Data Center Cooling Optimization Software Product and Services
Table 218. Nanjing Canatal Data-Centre Environmental Tech Co., Ltd. Data Center Cooling Optimization Software Revenue, Gross Margin and Market Share (2021-2026) & (USD Million)
Table 219. Nanjing Canatal Data-Centre Environmental Tech Co., Ltd. Recent Developments/Updates
Table 220. Nanjing Canatal Data-Centre Environmental Tech Co., Ltd. Competitive Strengths & Weaknesses
Table 221. Beijing Jiamu Kerui Technology Co., Ltd. Basic Information, Manufacturing Base and Competitors
Table 222. Beijing Jiamu Kerui Technology Co., Ltd. Major Business
Table 223. Beijing Jiamu Kerui Technology Co., Ltd. Data Center Cooling Optimization Software Product and Services
Table 224. Beijing Jiamu Kerui Technology Co., Ltd. Data Center Cooling Optimization Software Revenue, Gross Margin and Market Share (2021-2026) & (USD Million)
Table 225. Beijing Jiamu Kerui Technology Co., Ltd. Recent Developments/Updates
Table 226. Beijing Jiamu Kerui Technology Co., Ltd. Competitive Strengths & Weaknesses
Table 227. Global Key Players of Data Center Cooling Optimization Software Upstream (Raw Materials)
Table 228. Global Data Center Cooling Optimization Software Typical Customers
LIST OF FIGURES
Figure 1. Data Center Cooling Optimization Software Picture
Figure 2. World Data Center Cooling Optimization Software Total Revenue: 2021 & 2025 & 2032, (USD Million)
Figure 3. World Data Center Cooling Optimization Software Total Revenue (2021-2032) & (USD Million)
Figure 4. World Data Center Cooling Optimization Software Revenue by Region (2021, 2025 and 2032) & (USD Million), (by Headquarter Location)
Figure 5. World Data Center Cooling Optimization Software Revenue Market Share by Region (2021-2032), (by Headquarter Location)
Figure 6. United States Based Company Data Center Cooling Optimization Software Revenue (2021-2032) & (USD Million)
Figure 7. China Based Company Data Center Cooling Optimization Software Revenue (2021-2032) & (USD Million)
Figure 8. Europe Based Company Data Center Cooling Optimization Software Revenue (2021-2032) & (USD Million)
Figure 9. Japan Based Company Data Center Cooling Optimization Software Revenue (2021-2032) & (USD Million)
Figure 10. South Korea Based Company Data Center Cooling Optimization Software Revenue (2021-2032) & (USD Million)
Figure 11. ASEAN Based Company Data Center Cooling Optimization Software Revenue (2021-2032) & (USD Million)
Figure 12. India Based Company Data Center Cooling Optimization Software Revenue (2021-2032) & (USD Million)
Figure 13. Data Center Cooling Optimization Software Market Drivers
Figure 14. Factors Affecting Demand
Figure 15. World Data Center Cooling Optimization Software Consumption Value (2021-2032) & (USD Million)
Figure 16. World Data Center Cooling Optimization Software Consumption Value Market Share by Region (2021-2032)
Figure 17. United States Data Center Cooling Optimization Software Consumption Value (2021-2032) & (USD Million)
Figure 18. China Data Center Cooling Optimization Software Consumption Value (2021-2032) & (USD Million)
Figure 19. Europe Data Center Cooling Optimization Software Consumption Value (2021-2032) & (USD Million)
Figure 20. Japan Data Center Cooling Optimization Software Consumption Value (2021-2032) & (USD Million)
Figure 21. South Korea Data Center Cooling Optimization Software Consumption Value (2021-2032) & (USD Million)
Figure 22. ASEAN Data Center Cooling Optimization Software Consumption Value (2021-2032) & (USD Million)
Figure 23. India Data Center Cooling Optimization Software Consumption Value (2021-2032) & (USD Million)
Figure 24. Producer Shipments of Data Center Cooling Optimization Software by Player Revenue ($MM) and Market Share (%): 2025
Figure 25. Global Four-firm Concentration Ratios (CR4) for Data Center Cooling Optimization Software Markets in 2025
Figure 26. Global Four-firm Concentration Ratios (CR8) for Data Center Cooling Optimization Software Markets in 2025
Figure 27. United States VS China: Data Center Cooling Optimization Software Revenue Market Share Comparison (2021 & 2025 & 2032)
Figure 28. United States VS China: Data Center Cooling Optimization Software Consumption Value Market Share Comparison (2021 & 2025 & 2032)
Figure 29. World Data Center Cooling Optimization Software Market Size by Type, (USD Million), 2021 & 2025 & 2032
Figure 30. World Data Center Cooling Optimization Software Market Size Market Share by Type in 2025
Figure 31. Advisory and Analytics Optimization
Figure 32. Supervisory Setpoint Optimization
Figure 33. Closed-loop Autonomous Control
Figure 34. Thermal Digital Twin and Simulation
Figure 35. Others
Figure 36. World Data Center Cooling Optimization Software Market Size Market Share by Type (2021-2032)
Figure 37. World Data Center Cooling Optimization Software Market Size by Primary Cooling Domain, (USD Million), 2021 & 2025 & 2032
Figure 38. World Data Center Cooling Optimization Software Market Size Market Share by Primary Cooling Domain in 2025
Figure 39. White-space Air Cooling
Figure 40. Central Chilled-water Plant
Figure 41. Liquid Cooling Loop & CDU
Figure 42. Whole-system Cooling
Figure 43. Others
Figure 44. World Data Center Cooling Optimization Software Market Size Market Share by Primary Cooling Domain (2021-2032)
Figure 45. World Data Center Cooling Optimization Software Market Size by Deployment Model, (USD Million), 2021 & 2025 & 2032
Figure 46. World Data Center Cooling Optimization Software Market Size Market Share by Deployment Model in 2025
Figure 47. Cloud-based
Figure 48. On-premise
Figure 49. World Data Center Cooling Optimization Software Market Size Market Share by Deployment Model (2021-2032)
Figure 50. World Data Center Cooling Optimization Software Market Size by Application, (USD Million), 2021 & 2025 & 2032
Figure 51. World Data Center Cooling Optimization Software Market Size Market Share by Application in 2025
Figure 52. Internet and Cloud Computing Industry
Figure 53. Finance and Banking
Figure 54. Government and Public Computing Power
Figure 55. Others
Figure 56. World Data Center Cooling Optimization Software Market Size Market Share by Application (2021-2032)
Figure 57. Data Center Cooling Optimization Software Industrial Chain
Figure 58. Methodology
Figure 59. Research Process and Data Source
Figure 1. Data Center Cooling Optimization Software Picture
Figure 2. World Data Center Cooling Optimization Software Total Revenue: 2021 & 2025 & 2032, (USD Million)
Figure 3. World Data Center Cooling Optimization Software Total Revenue (2021-2032) & (USD Million)
Figure 4. World Data Center Cooling Optimization Software Revenue by Region (2021, 2025 and 2032) & (USD Million), (by Headquarter Location)
Figure 5. World Data Center Cooling Optimization Software Revenue Market Share by Region (2021-2032), (by Headquarter Location)
Figure 6. United States Based Company Data Center Cooling Optimization Software Revenue (2021-2032) & (USD Million)
Figure 7. China Based Company Data Center Cooling Optimization Software Revenue (2021-2032) & (USD Million)
Figure 8. Europe Based Company Data Center Cooling Optimization Software Revenue (2021-2032) & (USD Million)
Figure 9. Japan Based Company Data Center Cooling Optimization Software Revenue (2021-2032) & (USD Million)
Figure 10. South Korea Based Company Data Center Cooling Optimization Software Revenue (2021-2032) & (USD Million)
Figure 11. ASEAN Based Company Data Center Cooling Optimization Software Revenue (2021-2032) & (USD Million)
Figure 12. India Based Company Data Center Cooling Optimization Software Revenue (2021-2032) & (USD Million)
Figure 13. Data Center Cooling Optimization Software Market Drivers
Figure 14. Factors Affecting Demand
Figure 15. World Data Center Cooling Optimization Software Consumption Value (2021-2032) & (USD Million)
Figure 16. World Data Center Cooling Optimization Software Consumption Value Market Share by Region (2021-2032)
Figure 17. United States Data Center Cooling Optimization Software Consumption Value (2021-2032) & (USD Million)
Figure 18. China Data Center Cooling Optimization Software Consumption Value (2021-2032) & (USD Million)
Figure 19. Europe Data Center Cooling Optimization Software Consumption Value (2021-2032) & (USD Million)
Figure 20. Japan Data Center Cooling Optimization Software Consumption Value (2021-2032) & (USD Million)
Figure 21. South Korea Data Center Cooling Optimization Software Consumption Value (2021-2032) & (USD Million)
Figure 22. ASEAN Data Center Cooling Optimization Software Consumption Value (2021-2032) & (USD Million)
Figure 23. India Data Center Cooling Optimization Software Consumption Value (2021-2032) & (USD Million)
Figure 24. Producer Shipments of Data Center Cooling Optimization Software by Player Revenue ($MM) and Market Share (%): 2025
Figure 25. Global Four-firm Concentration Ratios (CR4) for Data Center Cooling Optimization Software Markets in 2025
Figure 26. Global Four-firm Concentration Ratios (CR8) for Data Center Cooling Optimization Software Markets in 2025
Figure 27. United States VS China: Data Center Cooling Optimization Software Revenue Market Share Comparison (2021 & 2025 & 2032)
Figure 28. United States VS China: Data Center Cooling Optimization Software Consumption Value Market Share Comparison (2021 & 2025 & 2032)
Figure 29. World Data Center Cooling Optimization Software Market Size by Type, (USD Million), 2021 & 2025 & 2032
Figure 30. World Data Center Cooling Optimization Software Market Size Market Share by Type in 2025
Figure 31. Advisory and Analytics Optimization
Figure 32. Supervisory Setpoint Optimization
Figure 33. Closed-loop Autonomous Control
Figure 34. Thermal Digital Twin and Simulation
Figure 35. Others
Figure 36. World Data Center Cooling Optimization Software Market Size Market Share by Type (2021-2032)
Figure 37. World Data Center Cooling Optimization Software Market Size by Primary Cooling Domain, (USD Million), 2021 & 2025 & 2032
Figure 38. World Data Center Cooling Optimization Software Market Size Market Share by Primary Cooling Domain in 2025
Figure 39. White-space Air Cooling
Figure 40. Central Chilled-water Plant
Figure 41. Liquid Cooling Loop & CDU
Figure 42. Whole-system Cooling
Figure 43. Others
Figure 44. World Data Center Cooling Optimization Software Market Size Market Share by Primary Cooling Domain (2021-2032)
Figure 45. World Data Center Cooling Optimization Software Market Size by Deployment Model, (USD Million), 2021 & 2025 & 2032
Figure 46. World Data Center Cooling Optimization Software Market Size Market Share by Deployment Model in 2025
Figure 47. Cloud-based
Figure 48. On-premise
Figure 49. World Data Center Cooling Optimization Software Market Size Market Share by Deployment Model (2021-2032)
Figure 50. World Data Center Cooling Optimization Software Market Size by Application, (USD Million), 2021 & 2025 & 2032
Figure 51. World Data Center Cooling Optimization Software Market Size Market Share by Application in 2025
Figure 52. Internet and Cloud Computing Industry
Figure 53. Finance and Banking
Figure 54. Government and Public Computing Power
Figure 55. Others
Figure 56. World Data Center Cooling Optimization Software Market Size Market Share by Application (2021-2032)
Figure 57. Data Center Cooling Optimization Software Industrial Chain
Figure 58. Methodology
Figure 59. Research Process and Data Source
