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2015-2027 Global DevOps Industry Market Research Report, Segment by Player, Type, Application, Marketing Channel, and Region

April 2020 | 104 pages | ID: 2B8B8156DCB1EN
Maia Research

US$ 3,460.00

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The worldwide market for DevOps is estimated to grow at a CAGR of roughly X.X% in the next 8 years, and will reach X.X million US$ in 2027, from X.X million US$ in 2020.

The report covers market size status and forecast, value chain analysis, market segmentation of Top countries in Major Regions, such as North America, Europe, Asia-Pacific, Latin America and Middle East & Africa, by type, application and marketing channel. In addition, the report focuses on the driving factors, restraints, opportunities and PEST analysis of major regions.

Major Companies Covered
Micro Focus International PLC
Docker Inc.
Amazon Web Services Inc.
Cigniti Technologies Ltd.
IBM Corporation
GitlAB
Atlassian
Microsoft Corporation
Google LLC
Chef Software Inc.
CollabNet Inc.
Electric Cloud Inc.
Clarive Software Inc.
HashiCorp Inc.
CA Technologies Inc.

Major Types Covered
On-premise
Cloud

Major Applications Covered
IT
BFSI
Retail
Telecom
Others

Top Countries Data Covered in This Report
United States
Canada
Germany
UK
France
Italy
Spain
Russia
Netherlands
Turkey
Switzerland
Sweden
Poland
Belgium
China
Japan
South Korea
Australia
India
Taiwan
Indonesia
Thailand
Philippines
Malaysia
Brazil
Mexico
Argentina
Columbia
Chile
Saudi Arabia
UAE
Egypt
Nigeria
South Africa

Years considered for this report:
Historical Years: 2015-2019
Base Year: 2019
Estimated Year: 2020
Forecast Period: 2020-2027
1 INTRODUCTION

1.1 Objective of the Study
1.2 Definition of the Market
1.3 Market Scope
  1.3.1 Market Segment by Type, Application and Marketing Channel
  1.3.2 Major Regions Covered (North America, Europe, Asia Pacific, Mid East & Africa)
1.4 Years Considered for the Study (2015-2027)
1.5 Currency Considered (U.S. Dollar)
1.6 Stakeholders

2 KEY FINDINGS OF THE STUDY

3 MARKET DYNAMICS

3.1 Driving Factors for this Market
3.2 Factors Challenging the Market
3.3 Opportunities of the Global DevOps Market (Regions, Growing/Emerging Downstream Market Analysis)
3.4 Technological and Market Developments in the DevOps Market
3.5 Industry News by Region
3.6 Regulatory Scenario by Region/Country
3.7 Market Investment Scenario Strategic Recommendations Analysis

4 VALUE CHAIN OF THE DEVOPS MARKET

4.1 Value Chain Status
4.2 Upstream Raw Material Analysis
4.3 Midstream Major Company Analysis (by Manufacturing Base, by Product Type)
4.4 Distributors/Traders
4.5 Downstream Major Customer Analysis (by Region)

5 GLOBAL DEVOPS MARKET-SEGMENTATION BY TYPE

5.1 On-premise
5.2 Cloud

6 GLOBAL DEVOPS MARKET-SEGMENTATION BY APPLICATION

6.1 IT
6.2 BFSI
6.3 Retail
6.4 Telecom
6.5 Others

7 GLOBAL DEVOPS MARKET-SEGMENTATION BY MARKETING CHANNEL

7.1 Traditional Marketing Channel (Offline)
7.2 Online Channel

8 COMPETITIVE INTELLIGENCE – COMPANY PROFILES

8.1 Micro Focus International PLC
  8.1.1 Micro Focus International PLC Profile
  8.1.2 Micro Focus International PLC Sales, Growth Rate and Global Market Share from 2015-2020
  8.1.3 Micro Focus International PLC Product/Solution Launches and Enhancements Analysis
  8.1.4 Micro Focus International PLC Business Overview/Recent Development/Acquisitions
8.2 Docker Inc.
  8.2.1 Docker Inc. Profile
  8.2.2 Docker Inc. Sales, Growth Rate and Global Market Share from 2015-2020
  8.2.3 Docker Inc. Product/Solution Launches and Enhancements Analysis
  8.2.4 Docker Inc. Business Overview/Recent Development/Acquisitions
8.3 Amazon Web Services Inc.
  8.3.1 Amazon Web Services Inc. Profile
  8.3.2 Amazon Web Services Inc. Sales, Growth Rate and Global Market Share from 2015-2020
  8.3.3 Amazon Web Services Inc. Product/Solution Launches and Enhancements Analysis
  8.3.4 Amazon Web Services Inc. Business Overview/Recent Development/Acquisitions
8.4 Cigniti Technologies Ltd.
  8.4.1 Cigniti Technologies Ltd. Profile
  8.4.2 Cigniti Technologies Ltd. Sales, Growth Rate and Global Market Share from 2015-2020
  8.4.3 Cigniti Technologies Ltd. Product/Solution Launches and Enhancements Analysis
  8.4.4 Cigniti Technologies Ltd. Business Overview/Recent Development/Acquisitions
8.5 IBM Corporation
  8.5.1 IBM Corporation Profile
  8.5.2 IBM Corporation Sales, Growth Rate and Global Market Share from 2015-2020
  8.5.3 IBM Corporation Product/Solution Launches and Enhancements Analysis
  8.5.4 IBM Corporation Business Overview/Recent Development/Acquisitions
8.6 GitlAB
  8.6.1 GitlAB Profile
  8.6.2 GitlAB Sales, Growth Rate and Global Market Share from 2015-2020
  8.6.3 GitlAB Product/Solution Launches and Enhancements Analysis
  8.6.4 GitlAB Business Overview/Recent Development/Acquisitions
8.7 Atlassian
  8.7.1 Atlassian Profile
  8.7.2 Atlassian Sales, Growth Rate and Global Market Share from 2015-2020
  8.7.3 Atlassian Product/Solution Launches and Enhancements Analysis
  8.7.4 Atlassian Business Overview/Recent Development/Acquisitions
8.8 Microsoft Corporation
  8.8.1 Microsoft Corporation Profile
  8.8.2 Microsoft Corporation Sales, Growth Rate and Global Market Share from 2015-2020
  8.8.3 Microsoft Corporation Product/Solution Launches and Enhancements Analysis
  8.8.4 Microsoft Corporation Business Overview/Recent Development/Acquisitions
8.9 Google LLC
  8.9.1 Google LLC Profile
  8.9.2 Google LLC Sales, Growth Rate and Global Market Share from 2015-2020
  8.9.3 Google LLC Product/Solution Launches and Enhancements Analysis
  8.9.4 Google LLC Business Overview/Recent Development/Acquisitions
8.10 Chef Software Inc.
  8.10.1 Chef Software Inc. Profile
  8.10.2 Chef Software Inc. Sales, Growth Rate and Global Market Share from 2015-2020
  8.10.3 Chef Software Inc. Product/Solution Launches and Enhancements Analysis
  8.10.4 Chef Software Inc. Business Overview/Recent Development/Acquisitions
8.11 CollabNet Inc.
  8.11.1 CollabNet Inc. Profile
  8.11.2 CollabNet Inc. Sales, Growth Rate and Global Market Share from 2015-2020
  8.11.3 CollabNet Inc. Product/Solution Launches and Enhancements Analysis
  8.11.4 CollabNet Inc. Business Overview/Recent Development/Acquisitions
8.12 Electric Cloud Inc.
  8.12.1 Electric Cloud Inc. Profile
  8.12.2 Electric Cloud Inc. Sales, Growth Rate and Global Market Share from 2015-2020
  8.12.3 Electric Cloud Inc. Product/Solution Launches and Enhancements Analysis
  8.12.4 Electric Cloud Inc. Business Overview/Recent Development/Acquisitions
8.13 Clarive Software Inc.
  8.13.1 Clarive Software Inc. Profile
  8.13.2 Clarive Software Inc. Sales, Growth Rate and Global Market Share from 2015-2020
  8.13.3 Clarive Software Inc. Product/Solution Launches and Enhancements Analysis
  8.13.4 Clarive Software Inc. Business Overview/Recent Development/Acquisitions
8.14 HashiCorp Inc.
  8.14.1 HashiCorp Inc. Profile
  8.14.2 HashiCorp Inc. Sales, Growth Rate and Global Market Share from 2015-2020
  8.14.3 HashiCorp Inc. Product/Solution Launches and Enhancements Analysis
  8.14.4 HashiCorp Inc. Business Overview/Recent Development/Acquisitions
8.15 CA Technologies Inc.
  8.15.1 CA Technologies Inc. Profile
  8.15.2 CA Technologies Inc. Sales, Growth Rate and Global Market Share from 2015-2020
  8.15.3 CA Technologies Inc. Product/Solution Launches and Enhancements Analysis
  8.15.4 CA Technologies Inc. Business Overview/Recent Development/Acquisitions

9 GLOBAL DEVOPS MARKET-SEGMENTATION BY GEOGRAPHY

10 NORTH AMERICA

10.1 North America DevOps Production, Ex-factory Price, Revenue, Gross Margin (%) and Gross Analysis from 2015-2020
10.2 North America DevOps Consumption, Terminal Price, Consumption Value and Channel Margin Analysis from 2015-2020
10.3 North America DevOps Production Analysis from 2015-2020
10.4 North America DevOps Consumption Analysis from 2015-2020
10.5 North America DevOps Import and Export from 2015-2020
10.6 North America DevOps Value, Production and Market Share by Type (2015-2020)
10.7 North America DevOps Consumption, Value and Market Share by Application (2015-2020)
10.8 North America DevOps by Country (United States, Canada)
  10.8.1 North America DevOps Sales by Country (2015-2020)
  10.8.2 North America DevOps Consumption Value by Country (2015-2020)
10.9 North America DevOps Market PEST Analysis

11 EUROPE

11.1 Europe DevOps Production, Ex-factory Price, Revenue, Gross Margin (%) and Gross Analysis from 2015-2020
11.2 Europe DevOps Consumption, Terminal Price, Consumption Value and Channel Margin Analysis from 2015-2020
11.3 Europe DevOps Production Analysis from 2015-2020
11.4 Europe DevOps Consumption Analysis from 2015-2020
11.5 Europe DevOps Import and Export from 2015-2020
11.6 Europe DevOps Value, Production and Market Share by Type (2015-2020)
11.7 Europe DevOps Consumption, Value and Market Share by Application (2015-2020)
11.8 Europe DevOps by Country (Germany, UK, France, Italy, Spain, Russia, Netherlands, Turkey, Switzerland, Sweden, Poland, Belgium)
  11.8.1 Europe DevOps Sales by Country (2015-2020)
  11.8.2 Europe DevOps Consumption Value by Country (2015-2020)
11.9 Europe DevOps Market PEST Analysis

12 ASIA-PACIFIC

12.1 Asia-Pacific DevOps Production, Ex-factory Price, Revenue, Gross Margin (%) and Gross Analysis from 2015-2020
12.2 Asia-Pacific DevOps Consumption, Terminal Price, Consumption Value and Channel Margin Analysis from 2015-2020
12.3 Asia-Pacific DevOps Production Analysis from 2015-2020
12.4 Asia-Pacific DevOps Consumption Analysis from 2015-2020
12.5 Asia-Pacific DevOps Import and Export from 2015-2020
12.6 Asia-Pacific DevOps Value, Production and Market Share by Type (2015-2020)
12.7 Asia-Pacific DevOps Consumption, Value and Market Share by Application (2015-2020)
12.8 Asia-Pacific DevOps by Country (China, Japan, South Korea, Australia, India, Taiwan, Indonesia, Thailand, Philippines, Malaysia)
  12.8.1 Asia-Pacific DevOps Sales by Country (2015-2020)
  12.8.2 Asia-Pacific DevOps Consumption Value by Country (2015-2020)
12.9 Asia-Pacific DevOps Market PEST Analysis

13 LATIN AMERICA

13.1 Latin America DevOps Production, Ex-factory Price, Revenue, Gross Margin (%) and Gross Analysis from 2015-2020
13.2 Latin America DevOps Consumption, Terminal Price, Consumption Value and Channel Margin Analysis from 2015-2020
13.3 Latin America DevOps Production Analysis from 2015-2020
13.4 Latin America DevOps Consumption Analysis from 2015-2020
13.5 Latin America DevOps Import and Export from 2015-2020
13.6 Latin America DevOps Value, Production and Market Share by Type (2015-2020)
13.7 Latin America DevOps Consumption, Value and Market Share by Application (2015-2020)
13.8 Latin America DevOps by Country (Brazil, Mexico, Argentina, Columbia, Chile)
  13.8.1 Latin America DevOps Sales by Country (2015-2020)
  13.8.2 Latin America DevOps Consumption Value by Country (2015-2020)
13.9 Latin America DevOps Market PEST Analysis

14 MIDDLE EAST & AFRICA

14.1 Middle East & Africa DevOps Production, Ex-factory Price, Revenue, Gross Margin (%) and Gross Analysis from 2015-2020
14.2 Middle East & Africa DevOps Consumption, Terminal Price, Consumption Value and Channel Margin Analysis from 2015-2020
14.3 Middle East & Africa DevOps Production Analysis from 2015-2020
14.4 Middle East & Africa DevOps Consumption Analysis from 2015-2020
14.5 Middle East & Africa DevOps Import and Export from 2015-2020
14.6 Middle East & Africa DevOps Value, Production and Market Share by Type (2015-2020)
14.7 Middle East & Africa DevOps Consumption, Value and Market Share by Application (2015-2020)
14.8 Middle East & Africa DevOps by Country (Saudi Arabia, UAE, Egypt, Nigeria, South Africa)
  14.8.1 Middle East & Africa DevOps Sales by Country (2015-2020)
  14.8.2 Middle East & Africa DevOps Consumption Value by Country (2015-2020)
14.9 Middle East & Africa DevOps Market PEST Analysis

15 FUTURE FORECAST OF THE GLOBAL DEVOPS MARKET FROM 2020-2027

15.1 Future Forecast of the Global DevOps Market from 2020-2027 Segment by Region
15.2 Global DevOps Production and Growth Rate Forecast by Type (2020-2027)
15.3 Global DevOps Consumption and Growth Rate Forecast by Application (2020-2027)

16 APPENDIX

16.1 Methodology
16.2 Research Data Source

LIST OF TABLES AND FIGURES

Global DevOps Market Value ($) and Growth Rate of DevOps from 2015-2027
Global DevOps Production and Growth Rate Segment by Product Type from 2015-2027
Global DevOps Consumption and Growth Rate Segment by Application from 2015-2027
Figure DevOps Picture
Table Product Specifications of DevOps
Table Driving Factors for this Market
Table Industry News of DevOps Market
Figure Value Chain Status of DevOps
Table Midstream Major Company Analysis (by Manufacturing Base, by Product Type)
Table Distributors/Traders
Table Downstream Major Customer Analysis (by Region, by Preference)
Table Global DevOps Production and Growth Rate Segment by Product Type from 2015-2020
Table Global DevOps Value ($) and Growth Rate Segment by Product Type from 2015-2020
Figure On-premise of DevOps
Figure Cloud of DevOps
Table Global DevOps Consumption and Growth Rate Segment by Application from 2015-2020
Table Global DevOps Value ($) and Growth Rate Segment by Application from 2015-2020
Figure IT of DevOps
Figure BFSI of DevOps
Figure Retail of DevOps
Figure Telecom of DevOps
Figure Others of DevOps
Table Global DevOps Consumption and Growth Rate Segment by Marketing Channel from 2015-2020
Table Global DevOps Value ($) and Growth Rate Segment by Marketing Channel from 2015-2020
Figure Traditional Marketing Channel (Offline) of DevOps
Figure Online Channel of DevOps
Table Micro Focus International PLC Profile (Company Name, Plants Distribution, Sales Region)
Figure Micro Focus International PLC Sales and Growth Rate from 2015-2020
Figure Micro Focus International PLC Revenue ($) and Global Market Share from 2015-2020
Table Micro Focus International PLC DevOps Sales, Price, Revenue, Gross Margin (2015-2020)
Table Docker Inc. Profile (Company Name, Plants Distribution, Sales Region)
Figure Docker Inc. Sales and Growth Rate from 2015-2020
Figure Docker Inc. Revenue ($) and Global Market Share from 2015-2020
Table Docker Inc. DevOps Sales, Price, Revenue, Gross Margin (2015-2020)
Table Amazon Web Services Inc. Profile (Company Name, Plants Distribution, Sales Region)
Figure Amazon Web Services Inc. Sales and Growth Rate from 2015-2020
Figure Amazon Web Services Inc. Revenue ($) and Global Market Share from 2015-2020
Table Amazon Web Services Inc. DevOps Sales, Price, Revenue, Gross Margin (2015-2020)
Table Cigniti Technologies Ltd. Profile (Company Name, Plants Distribution, Sales Region)
Figure Cigniti Technologies Ltd. Sales and Growth Rate from 2015-2020
Figure Cigniti Technologies Ltd. Revenue ($) and Global Market Share from 2015-2020
Table Cigniti Technologies Ltd. DevOps Sales, Price, Revenue, Gross Margin (2015-2020)
Table IBM Corporation Profile (Company Name, Plants Distribution, Sales Region)
Figure IBM Corporation Sales and Growth Rate from 2015-2020
Figure IBM Corporation Revenue ($) and Global Market Share from 2015-2020
Table IBM Corporation DevOps Sales, Price, Revenue, Gross Margin (2015-2020)
Table GitlAB Profile (Company Name, Plants Distribution, Sales Region)
Figure GitlAB Sales and Growth Rate from 2015-2020
Figure GitlAB Revenue ($) and Global Market Share from 2015-2020
Table GitlAB DevOps Sales, Price, Revenue, Gross Margin (2015-2020)
Table Atlassian Profile (Company Name, Plants Distribution, Sales Region)
Figure Atlassian Sales and Growth Rate from 2015-2020
Figure Atlassian Revenue ($) and Global Market Share from 2015-2020
Table Atlassian DevOps Sales, Price, Revenue, Gross Margin (2015-2020)
Table Microsoft Corporation Profile (Company Name, Plants Distribution, Sales Region)
Figure Microsoft Corporation Sales and Growth Rate from 2015-2020
Figure Microsoft Corporation Revenue ($) and Global Market Share from 2015-2020
Table Microsoft Corporation DevOps Sales, Price, Revenue, Gross Margin (2015-2020)
Table Google LLC Profile (Company Name, Plants Distribution, Sales Region)
Figure Google LLC Sales and Growth Rate from 2015-2020
Figure Google LLC Revenue ($) and Global Market Share from 2015-2020
Table Google LLC DevOps Sales, Price, Revenue, Gross Margin (2015-2020)
Table Chef Software Inc. Profile (Company Name, Plants Distribution, Sales Region)
Figure Chef Software Inc. Sales and Growth Rate from 2015-2020
Figure Chef Software Inc. Revenue ($) and Global Market Share from 2015-2020
Table Chef Software Inc. DevOps Sales, Price, Revenue, Gross Margin (2015-2020)
Table CollabNet Inc. Profile (Company Name, Plants Distribution, Sales Region)
Figure CollabNet Inc. Sales and Growth Rate from 2015-2020
Figure CollabNet Inc. Revenue ($) and Global Market Share from 2015-2020
Table CollabNet Inc. DevOps Sales, Price, Revenue, Gross Margin (2015-2020)
Table Electric Cloud Inc. Profile (Company Name, Plants Distribution, Sales Region)
Figure Electric Cloud Inc. Sales and Growth Rate from 2015-2020
Figure Electric Cloud Inc. Revenue ($) and Global Market Share from 2015-2020
Table Electric Cloud Inc. DevOps Sales, Price, Revenue, Gross Margin (2015-2020)
Table Clarive Software Inc. Profile (Company Name, Plants Distribution, Sales Region)
Figure Clarive Software Inc. Sales and Growth Rate from 2015-2020
Figure Clarive Software Inc. Revenue ($) and Global Market Share from 2015-2020
Table Clarive Software Inc. DevOps Sales, Price, Revenue, Gross Margin (2015-2020)
Table HashiCorp Inc. Profile (Company Name, Plants Distribution, Sales Region)
Figure HashiCorp Inc. Sales and Growth Rate from 2015-2020
Figure HashiCorp Inc. Revenue ($) and Global Market Share from 2015-2020
Table HashiCorp Inc. DevOps Sales, Price, Revenue, Gross Margin (2015-2020)
Table CA Technologies Inc. Profile (Company Name, Plants Distribution, Sales Region)
Figure CA Technologies Inc. Sales and Growth Rate from 2015-2020
Figure CA Technologies Inc. Revenue ($) and Global Market Share from 2015-2020
Table CA Technologies Inc. DevOps Sales, Price, Revenue, Gross Margin (2015-2020)
Table Global DevOps Production Value ($) by Region from 2015-2020
Table Global DevOps Production Value Share by Region from 2015-2020
Table Global DevOps Production by Region from 2015-2020
Table Global DevOps Consumption Value ($) by Region from 2015-2020
Table Global DevOps Consumption by Region from 2015-2020
Table North America DevOps Production, Ex-factory Price Revenue ($), Gross Margin (%) and Gross ($) Analysis from 2015-2020
Table North America DevOps Consumption, Terminal Price, Consumption Value ($) and Channel Margin Analysis from 2015-2020
Table North America DevOps Import and Export from 2015-2020
Table North America DevOps Value ($) by Type (2015-2020)
Table North America DevOps Production by Type (2015-2020)
Table North America DevOps Consumption by Application (2015-2020)
Table North America DevOps Consumption by Country (2015-2020)
Table North America DevOps Consumption Value ($) by Country (2015-2020)
Figure North America DevOps Market PEST Analysis
Table Europe DevOps Production, Ex-factory Price Revenue ($), Gross Margin (%) and Gross ($) Analysis from 2015-2020
Table Europe DevOps Consumption, Terminal Price, Consumption Value ($) and Channel Margin Analysis from 2015-2020
Table Europe DevOps Import and Export from 2015-2020
Table Europe DevOps Value ($) by Type (2015-2020)
Table Europe DevOps Production by Type (2015-2020)
Table Europe DevOps Consumption by Application (2015-2020)
Table Europe DevOps Consumption by Country (2015-2020)
Table Europe DevOps Consumption Value ($) by Country (2015-2020)
Figure Europe DevOps Market PEST Analysis
Table Asia-Pacific DevOps Production, Ex-factory Price Revenue ($), Gross Margin (%) and Gross ($) Analysis from 2015-2020
Table Asia-Pacific DevOps Consumption, Terminal Price, Consumption Value ($) and Channel Margin Analysis from 2015-2020
Table Asia-Pacific DevOps Import and Export from 2015-2020
Table Asia-Pacific DevOps Value ($) by Type (2015-2020)
Table Asia-Pacific DevOps Production by Type (2015-2020)
Table Asia-Pacific DevOps Consumption by Application (2015-2020)
Table Asia-Pacific DevOps Consumption by Country (2015-2020)
Table Asia-Pacific DevOps Consumption Value ($) by Country (2015-2020)
Figure Asia-Pacific DevOps Market PEST Analysis
Table Latin America DevOps Production, Ex-factory Price Revenue ($), Gross Margin (%) and Gross ($) Analysis from 2015-2020
Table Latin America DevOps Consumption, Terminal Price, Consumption Value ($) and Channel Margin Analysis from 2015-2020
Table Latin America DevOps Import and Export from 2015-2020
Table Latin America DevOps Value ($) by Type (2015-2020)
Table Latin America DevOps Production by Type (2015-2020)
Table Latin America DevOps Consumption by Application (2015-2020)
Table Latin America DevOps Consumption by Country (2015-2020)
Table Latin America DevOps Consumption Value ($) by Country (2015-2020)
Figure Latin America DevOps Market PEST Analysis
Table Middle East & Africa DevOps Production, Ex-factory Price Revenue ($), Gross Margin (%) and Gross ($) Analysis from 2015-2020
Table Middle East & Africa DevOps Consumption, Terminal Price, Consumption Value ($) and Channel Margin Analysis from 2015-2020
Table Middle East & Africa DevOps Import and Export from 2015-2020
Table Middle East & Africa DevOps Value ($) by Type (2015-2020)
Table Middle East & Africa DevOps Production by Type (2015-2020)
Table Middle East & Africa DevOps Consumption by Application (2015-2020)
Table Middle East & Africa DevOps Consumption by Country (2015-2020)
Table Middle East & Africa DevOps Consumption Value ($) by Country (2015-2020)
Figure Middle East & Africa DevOps Market PEST Analysis
Table Global DevOps Value ($) and Growth Rate Forecast by Region (2020-2027)
Table Global DevOps Production and Growth Rate Forecast by Region (2020-2027)
Table Global DevOps Consumption and Growth Rate Forecast by Region (2020-2027)
Table Global DevOps Production and Growth Rate Forecast by Type (2020-2027)
Table Global DevOps Consumption and Growth Rate Forecast by Application (2020-2027)


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