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GPU As A Service Market Size, Share & Trends Analysis Report By Component, By Pricing Model, By Organization Size, By Industry Vertical, By Region, and Segment Forecasts, 2024 - 2030

July 2024 | 100 pages | ID: G86B62A6DF6AEN
Grand View Research, Inc.

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GPU As A Service Market Growth & Trends

The global GPU as a service market size is expected t%li%reach USD 12.26 billion by 2030, according t%li%a new report by Grand View Research, Inc. The market is anticipated t%li%expand at a CAGR of 21.6% from 2024 t%li%2030. Artificial Intelligence (AI) and Machine Learning (ML) applications have become increasingly prevalent across various industries. These applications often require substantial computational power, which graphics processing units (GPUs) are well-suited t%li%provide. GPU as a service (GPUaaS) provides scalability, allowing users t%li%adjust their computational resources based on their specific requirements. As more businesses and researchers adopt AI and ML technologies, the demand for GPUaaS has risen accordingly.

The growing popularity of cloud computing has facilitated the expansion of GPUaaS offerings. Cloud service providers offer GPU instances t%li%cater t%li%customers wh%li%need powerful computing resources for tasks like deep learning, data analysis, rendering, and more. This has made GPUs more accessible t%li%a broader range of users wh%li%may not have the means t%li%invest in expensive hardware. For instance, Amazon Web Services (AWS) is a cloud service provider globally, and it offers a variety of GPU instances under its Amazon Elastic Compute Cloud (Amazon EC2) service. AWS provides different GPU instance types t%li%cater t%li%various computational workloads.

GPUaaS allows organizations and individuals t%li%adjust their computational resources based on their specific needs, making it an appealing choice for those with varying GPU power requirements. The ability t%li%scale GPU resources based on project and workload demands makes this flexibility highly appealing t%li%organizations with varying GPU power needs. For instance, Google Cloud Platform (GCP) is a cloud service provider offering many GPU instances, including the potent NVIDIA A100 Tensor Core GPUs. These GPUs, built on the NVIDIA Ampere architecture, deliver substantial performance improvements for AI, ML, and high-performance computing workloads.

North America generated the largest revenue for the market in 2023. Businesses in North America are actively pursuing digital transformation strategies, and GPU as a Service is a crucial component of this process. The North America market has grown substantially and is important in the overall cloud computing and artificial intelligence (AI) ecosystem. The rising demand for GPUaaS is primarily fueled by the widespread adoption of AI, machine learning (ML), data analytics, and other GPU-intensive tasks across diverse industries. The Asia Pacific region is expected t%li%be the fastest-growing market during the forecast period. The Asia-Pacific region is known for its rapid adoption of emerging technologies. Countries like China, India, Japan, South Korea, Australia, and Singapore have been at the forefront of GPUaaS adoption in the Asia-Pacific region.

GPU As A Service Market Report Highlights
  • The gaming segment dominated the market with a revenue share of 25.3% in 2023. The gaming sector has seen a remarkable expansion in recent years, fueled by the rising popularity of online gaming, eSports, and virtual reality (VR) gaming.
  • The North America region dominated the global market with a revenue share of 33.6% in 2023. Major cloud service providers like Amazon Web Services (AWS), Microsoft Azure, and Google Cloud Platform (GCP) have expanded their GPUaaS offerings in North America.
    • Businesses increasingly relied on data analytics and high-performance computing, which often require powerful GPUs. GPUaaS provided an efficient way t%li%access such computational power on demand.
    • Researchers and institutions have been leveraging GPU as a Service t%li%meet the computational demands of various scientific simulations, data analysis, and computational tasks. GPUs are highly efficient in performing parallel computations, making them well-suited for accelerating complex and computationally intensive workloads commonly found in research and scientific domains.
CHAPTER 1. METHODOLOGY AND SCOPE

1.1. Market Segmentation and Scope
1.2. Research Methodology
  1.2.1. Information Procurement
1.3. Information or Data Analysis
1.4. Methodology
1.5. Research Scope and Assumptions
1.6. Market Formulation & Validation
1.7. Country Based Segment Share Calculation
1.8. List of Data Sources

CHAPTER 2. EXECUTIVE SUMMARY

2.1. Market Outlook
2.2. Segment Outlook
2.3. Competitive Insights

CHAPTER 3. GPU AS A SERVICE MARKET VARIABLES, TRENDS, & SCOPE

3.1. Market Lineage Outlook
3.2. Market Dynamics
  3.2.1. Market Driver Analysis
  3.2.2. Market Restraint Analysis
  3.2.3. Industry Challenge
3.3. GPU as a Service Market Analysis Tools
  3.3.1. Industry Analysis - Porter’s
    3.3.1.1. Bargaining power of the suppliers
    3.3.1.2. Bargaining power of the buyers
    3.3.1.3. Threats of substitution
    3.3.1.4. Threats from new entrants
    3.3.1.5. Competitive rivalry
  3.3.2. PESTEL Analysis
    3.3.2.1. Political landscape
    3.3.2.2. Economic and Social landscape
    3.3.2.3. Technological landscape
3.4. Pain Point Analysis

CHAPTER 4. GPU AS A SERVICE MARKET: COMPONENT ESTIMATES & TREND ANALYSIS

4.1. Segment Dashboard
4.2. GPU as a Service Market: Component Movement Analysis, 2023 & 2030 (USD Million)
4.3. Solution
  4.3.1. Solution Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)
4.4. Services
  4.4.1. Services Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)

CHAPTER 5. GPU AS A SERVICE MARKET: PRICING MODEL ESTIMATES & TREND ANALYSIS

5.1. Segment Dashboard
5.2. GPU as a Service Market: Pricing Model Movement Analysis, 2023 & 2030 (USD Million)
5.3. Pay-per-use
  5.3.1. Pay-per-use Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)
5.4. Subscription-based plans
  5.4.1. Subscription-based plans Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)

CHAPTER 6. GPU AS A SERVICE MARKET: ORGANIZATION SIZE ESTIMATES & TREND ANALYSIS

6.1. Segment Dashboard
6.2. GPU as a Service Market: Organization Size Movement Analysis, 2023 & 2030 (USD Million)
6.3. Large Size Organization
  6.3.1. Large Size Organization Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)
6.4. Small & Medium Size Organizations
  6.4.1. Small & Medium Size Organizations Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)

CHAPTER 7. GPU AS A SERVICE MARKET: INDUSTRY VERTICAL ESTIMATES & TREND ANALYSIS

7.1. Segment Dashboard
7.2. GPU as a Service Market: Industry Vertical Movement Analysis, 2023 & 2030 (USD Million)
7.3. BFSI
  7.3.1. BFSI Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)
7.4. Media and Entertainment
  7.4.1. Media and Entertainment Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)
7.5. IT & Telecommunication
  7.5.1. IT & Telecommunication Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)
7.6. Healthcare
  7.6.1. Healthcare Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)
7.7. Gaming
  7.7.1. Gaming Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)
7.8. Automotive Industry
  7.8.1. Automotive Industry Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)
7.9. Others
  7.9.1. Others Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)

CHAPTER 8. GPU AS A SERVICE MARKET: REGIONAL ESTIMATES & TREND ANALYSIS

8.1. GPU as a Service Market Share, By Region, 2023 & 2030 (USD Million)
8.2. North America
  8.2.1. North America GPU as a Service Market Estimates and Forecasts, 2017 - 2030 (USD Million)
  8.2.2. U.S.
    8.2.2.1. U.S. GPU as a Service Market Estimates and Forecasts, 2017 - 2030 (USD Million)
  8.2.3. Canada
    8.2.3.1. Canada GPU as a Service Market Estimates and Forecasts, 2017 - 2030 (USD Million)
8.3. Europe
  8.3.1. Europe GPU as a Service Market Estimates and Forecasts, 2017 - 2030 (USD Million)
  8.3.2. UK
    8.3.2.1. UK GPU as a Service Market Estimates and Forecasts, 2017 - 2030 (USD Million)
  8.3.3. Germany
    8.3.3.1. Germany GPU as a Service Market Estimates and Forecasts, 2017 - 2030 (USD Million)
  8.3.4. France
    8.3.4.1. France GPU as a Service Market Estimates and Forecasts, 2017 - 2030 (USD Million)
8.4. Asia Pacific
  8.4.1. Asia Pacific GPU as a Service Market Estimates and Forecasts, 2017 - 2030 (USD Million)
  8.4.2. China
    8.4.2.1. China GPU as a Service Market Estimates and Forecasts, 2017 - 2030 (USD Million)
  8.4.3. Japan
    8.4.3.1. Japan GPU as a Service Market Estimates and Forecasts, 2017 - 2030 (USD Million)
  8.4.4. India
    8.4.4.1. India GPU as a Service Market Estimates and Forecasts, 2017 - 2030 (USD Million)
  8.4.5. South Korea
    8.4.5.1. South Korea GPU as a Service Market Estimates and Forecasts, 2017 - 2030 (USD Million)
  8.4.6. Australia
    8.4.6.1. Australia GPU as a Service Market Estimates and Forecasts, 2017 - 2030 (USD Million)
8.5. Latin America
  8.5.1. Latin America GPU as a Service Market Estimates and Forecasts, 2017 - 2030 (USD Million)
  8.5.2. Brazil
    8.5.2.1. Brazil GPU as a Service Market Estimates and Forecasts, 2017 - 2030 (USD Million)
  8.5.3. Mexico
    8.5.3.1. Mexico GPU as a Service Market Estimates and Forecasts, 2017 - 2030 (USD Million)
8.6. Middle East and Africa
  8.6.1. Middle East and Africa GPU as a Service Market Estimates and Forecasts, 2017 - 2030 (USD Million)
    8.6.1.1. (USD Million)
  8.6.2. KSA
    8.6.2.1. KSA GPU as a Service Market Estimates and Forecasts, 2017 - 2030 (USD Million)
  8.6.3. UAE
    8.6.3.1. UAE GPU as a Service Market Estimates and Forecasts, 2017 - 2030 (USD Million)
  8.6.4. South Africa
    8.6.4.1. South Africa GPU as a Service Market Estimates and Forecasts, 2017 - 2030

CHAPTER 9. COMPETITIVE LANDSCAPE

9.1. Company Categorization
9.2. Company Market Positioning
9.3. Participant’s Overview
9.4. Financial Performance
9.5. Product Benchmarking
9.6. Company Heat Map Analysis
9.7. Strategy Mapping
9.8. Company Profiles/Listing
  9.8.1. Amazon Web Services (AWS)
  9.8.2. Arm Holding PLC
  9.8.3. Fujitsu Ltd
  9.8.4. HCL Technologies
  9.8.5. IBM Corporation
  9.8.6. Intel Corporation
  9.8.7. Microsoft Corporation
  9.8.8. NVIDIA Corporation
  9.8.9. Oracle Corporation
  9.8.10. Qualcomm Technologies, Inc.
LIST OF TABLES


Table 1 Global GPU as a Service market by Component, 2017 - 2030 (USD Million)
Table 2 Global GPU as a Service market by Pricing Model, 2017 - 2030 (USD Million)
Table 3 Global GPU as a Service market by Organization Size, 2017 - 2030 (USD Million)
Table 4 Global GPU as a Service market by Industry Vertical, 2017 - 2030 (USD Million)
Table 5 Global GPU as a Service market by Region, 2017 - 2030 (USD Million)
Table 6 Key companies launching new products/services
Table 7 Key companies engaged in mergers & acquisition
Table 8 Key companies engaged in Research & development
Table 9 Key Companies engaged in expansion
LIST OF FIGURES


1. Information procurement
2. Primary research pattern
3. Primary Research Process
4. Market research approaches - Bottom-Up Approach
5. Market research approaches - Top-Down Approach
6. Market research approaches - Combined Approach
7. BOPP films Market- Market Snapshot
8. BOPP films Market- Segment Snapshot (1/2)
9. BOPP films Market- Segment Snapshot (2/2)
10. BOPP films Market- Competitive Landscape Snapshot
11. BOPP films Market: Value Chain Analysis
12. BOPP films Market: Porter’s Five Force Analysis
13. BOPP films Market: PESTLE Analysis
14. BOPP films Market, by Type: Key takeaways
15. BOPP films Market, by Type: Key takeaways
16. Bags & Pouches BOPP films Market Estimates & Forecasts, 2018 - 2030 (USD Million)
17. Wraps BOPP films Market Estimates & Forecasts, 2018 - 2030 (USD Million)
18. Tapes BOPP films Market Estimates & Forecasts, 2018 - 2030 (USD Million)
19. Labels BOPP films Market Estimates & Forecasts, 2018 - 2030 (USD Million)
20. BOPP films Market, by Thickness: Key takeaways
21. BOPP films Market, by Thickness: Key takeaways
22. Below 15 Microns Market Estimates & Forecasts, 2018 - 2030 (USD Million)
23. 15-30 Microns Market Estimates & Forecasts, 2018 - 2030 (USD Million)
24. 30-45 Microns Market Estimates & Forecasts, 2018 - 2030 (USD Million)
25. More Than 45 Microns Market Estimates & Forecasts, 2018 - 2030 (USD Million)
26. BOPP films Market, by Production Process: Key takeaways
27. BOPP films Market, by Production Process: Key takeaways
28. Tenter Market Estimates & Forecasts, 2018 - 2030 (USD Million)
29. Tubular Market Estimates & Forecasts, 2018 - 2030 (USD Million)
30. BOPP films Market, by Application: Key takeaways
31. BOPP films Market: Application Movement Analysis, 2023 & 2030 (USD Million)
32. BOPP films in Food Market Estimates & Forecasts, 2018 - 2030 (USD Million)
33. BOPP films in Beverage Market Estimates & Forecasts, 2018 - 2030 (USD Million)
34. BOPP films in Tobacco Market Estimates & Forecasts, 2018 - 2030 (USD Million)
35. BOPP films in Personal Care Market Estimates & Forecasts, 2018 - 2030 (USD Million)
36. BOPP films in Pharmaceutical Market Estimates & Forecasts, 2018 - 2030 (USD Million)
37. BOPP films in Electrical & Electronics Market Estimates & Forecasts, 2018 - 2030 (USD Million)
38. BOPP films in Other Applications Market Estimates & Forecasts, 2018 - 2030 (USD Million)
39. BOPP films Market: Regional Movement Analysis, 2023 & 2030
40. North America BOPP films Market Estimates & Forecasts, 2018 - 2030 (USD Million)
41. U.S. BOPP films Market Estimates & Forecasts, 2018 - 2030 (USD Million)
42. Canada BOPP films Market Estimates & Forecasts, 2018 - 2030 (USD Million)
43. Mexico BOPP films Market Estimates & Forecasts, 2018 - 2030 (USD Million)
44. Europe BOPP films Market Estimates & Forecasts, 2018 - 2030 (USD Million)
45. Germany BOPP films Market Estimates & Forecasts, 2018 - 2030 (USD Million)
46. UK BOPP films Market Estimates & Forecasts, 2018 - 2030 (USD Million)
47. Italy BOPP films Market Estimates & Forecasts, 2018 - 2030 (USD Million)
48. Spain BOPP films Market Estimates & Forecasts, 2018 - 2030 (USD Million)
49. France BOPP films Market Estimates & Forecasts, 2018 - 2030 (USD Million)
50. Asia Pacific BOPP films Market Estimates & Forecasts, 2018 - 2030 (USD Million)
51. China BOPP films Market Estimates & Forecasts, 2018 - 2030 (USD Million)
52. India BOPP films Market Estimates & Forecasts, 2018 - 2030 (USD Million)
53. Japan BOPP films Market Estimates & Forecasts, 2018 - 2030 (USD Million)
54. South Korea BOPP films Market Estimates & Forecasts, 2018 - 2030 (USD Million)
55. Australia BOPP films Market Estimates & Forecasts, 2018 - 2030 (USD Million)
56. Central & South America BOPP films Market Estimates & Forecasts, 2018 - 2030 (USD Million)
57. Brazil BOPP films Market Estimates & Forecasts, 2018 - 2030 (USD Million)
58. Argentina BOPP films Market Estimates & Forecasts, 2018 - 2030 (USD Million)
59. Middle East & Africa BOPP films Market Estimates & Forecasts, 2018 - 2030 (USD Million)
60. Saudi Arabia BOPP films Market Estimates & Forecasts, 2018 - 2030 (USD Million)
61. South Africa BOPP films Market Estimates & Forecasts, 2018 - 2030 (USD Million)
62. BOPP films Market: Competitive Dashboard Analysis
63. BOPP films Market: Market Share Analysis, 2023


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