Cloud Data Warehouse Market by Industry Application, Deployment, and Geography - Forecast and Analysis 2023-2027
- Published: Nov 2022
- Pages: 165
- SKU: IRTNTR71976
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The cloud data warehouse market is estimated to decline at a CAGR of 27.38% between 2022 and 2027. The size of the market is forecast to increase by USD 17.74 billion. The growth of the market depends on several factors, including the growing penetration of IoT-enabled devices, the rising enterprise mobility and the need to improve efficiency, and the growing demand for Data Warehouse as a service (DBaaS).
This report extensively covers market segmentation by deployment (public and private) and geography (North America, Europe, APAC, Middle East and Africa and South America). It also includes an in-depth analysis of drivers, trends, and challenges. Furthermore, the report includes historic market data from 2017 to 2021.
What will the Size of the Cloud Data Warehouse Market be During the Forecast Period?
Download Report Sample to Unlock the Cloud Data Warehouse Market Size for the Forecast Period and Other Important Statistics
Parent Market Analysis
Technavio categorizes the global cloud data warehouse market as a part of the global IT consulting and other services market within the global IT services market. The parent IT consulting and other services market cover companies offering IT consulting and system integration services, application services, electronic data processing services, business process outsourcing services, infrastructure services, and Internet services. Our research report has extensively covered external factors influencing the parent market growth during the forecast period.
Cloud Data Warehouse Market: Key Drivers, Trends, Challenges, and Customer Landscape
The growing penetration of IoT-enabled devices is notably driving the cloud data warehouse market growth, although factors such as vendor lock-in issues will impede the market growth. Our researchers studied the data for years, with 2022 as the base year, and 2023 as the estimated year, and presented the key drivers, trends, and challenges for the market. Although there has been a decrease in demand for the market during the COVID-19 pandemic, a holistic analysis of drivers will help companies refine marketing strategies to gain a competitive advantage.
Key Cloud Data Warehouse Market Driver
- One of the key factors driving growth in the market is the growing penetration of IoT-enabled devices.
- The increase in the use of IoT-connected devices worldwide has resulted in the generation of large amounts of data.
- IoT-enabled devices have led to an exponential increase in data center network traffic over the years by transferring more data-to-data centers. All these factors have increased the need for effective data storage and data analytics and, therefore, have compelled enterprises to invest in storage systems and big data analytics to manage and analyze the data effectively to derive business intelligence insights.
- Cloud data centers undergo constant upgrades to satisfy big data storage and processing needs.
- The data is suitable for large enterprises, such as e-commerce solution providers and small and medium-sized enterprises (SMEs), primarily for their business growth. In addition, the forecast period will witness the emergence and growth of edge computing facilities, where the possibility of adopting cloud storage infrastructure is high. All these factors are expected to increase the demand for cloud data warehouses further.
Key Cloud Data Warehouse Market Trend
- The growing need for edge computing is another factor supporting the market share growth.
- Edge computing is an architectural model in which the data generated by IoT devices are processed at the edge of the network, which is mostly close to the source of the data.
- The use of RFID sensors to tag, track, connect and read objects in logistics and warehouses in the late 1990s popularized the concept of the IoT.
- The growing number of connected devices will lead to the generation of large volumes of data. Meanwhile, ideas such as a connected car, connected home, connected health, and smart cities are gaining popularity.
- Many industries such as manufacturing, utilities, retail, automotive, and social media are using the IoT for increased data transfer. This growing number of IoT-enabled devices will trigger the need for edge computing facilities. Moreover, the commercial deployment of 5G will be a major boost to the market by the end of the forecast period.
Key Cloud Data Warehouse Market Challenge
- The vendor lock-in issues will be a major challenge for the market during the forecast period.
- Vendor lock-in, also known as customer lock-in or proprietary lock-in, refers to a scenario wherein a customer using a product or service cannot easily transition to a different vendor's product or service. This makes the customer dependent on the vendor for products and services. As a result, the customer cannot use the technology, solution, or service developed by other vendors.
- Vendor lock-in has become a major challenge to the adoption of cloud computing solutions, primarily due to the lack of standardization. Current solutions and efforts tackling vendor lock-in issues are predominantly technology-oriented.
- Switching to other vendors in the market is difficult for the customers as the applications are built using a specific platform and a set of tools. Vendors use different architectures, OS, programming languages, and APIs to build and run applications or store information that may not be supported by other vendors. Despite the risks associated with vendor lock-ins, it is possible for enterprises to switch between service providers. However, the process can be time-consuming, labour-intensive, and expensive. Thus, vendor lock-ins can pose a challenge to the market during the forecast period.
Key Cloud Data Warehouse Market Customer Landscape
Our analysis of the Life Cycle of the Global cloud data warehouse market from the innovator’s stage to the laggard’s stage. The report illustrates the lifecycle of global cloud data warehouse market, focusing on the adoption rates of the major regions such as US, China, Japan, Germany, and France. Our researchers have included key purchase criteria, adoption rates, adoption lifecycles, and drivers of price sensitivity to help companies evaluate and develop growth strategies for 2022-2027.
Global Cloud Data Warehouse Market Customer Landscape
Who are the Major Cloud Data Warehouse Market Vendors?
Vendors are implementing various strategies, such as strategic alliances, partnerships, mergers and acquisitions, geographical expansion, and product/service launches, to enhance their presence in the market.
Accur8 Software - The company offers cloud data warehouse solutions such as Accur8s Data Warehouse as a Service or DWaaS. Through the unified segment, the company renders digital transformation, analytics, data virtualization, data warehouse, and data migration services.
We also have detailed analyses of the market’s competitive landscape and offer information on 20 market vendors such as,
- Actian Corp.
- Alibaba Cloud
- Amazon.com Inc.
- Cloudera Inc.
- Google LLC
- Hewlett Packard Enterprise Co.
- Huawei Technologies Co. Ltd.
- International Business Machines Corp.
- Microsoft Corp.
- Oracle Corp.
- Panoply Ltd.
- Rand Group LLC
- SAP SE
- Sigma Computing Inc.
- SingleStore Inc.
- Snowflake Inc.
- Talend SA
- Tencent Holdings Ltd.
- Teradata Corp.
- Technology Shanghai Co. Ltd.
Qualitative and quantitative analysis of vendors has been conducted to help clients understand the wider business environment as well as the strengths and weaknesses of key market players. Data is qualitatively analyzed to categorize vendors as pure play, category-focused, industry-focused, and diversified; it is quantitatively analyzed to categorize vendors as dominant, leading, strong, tentative, and weak.
What is the Fastest-Growing Segment in the Cloud Data Warehouse Market?
The market share growth by the public segment will be significant during the forecast period. In 2022, the public cloud segment dominated the global cloud data warehouse market, primarily due to the increasing globalization and the growth of the IT, BFSI, education, healthcare, and retail sectors. The demand for public cloud service is rising due to an increase in the number of SMEs in developing economies such as China, India, Brazil, Indonesia, and Mexico, which demand solutions for business-related insights, including data storage. Vendors in the global cloud data warehouse market are providing cloud services to organizations in various end-user industries, which help them conduct data storage, collection, and data analysis to generate meaningful insights into the business.
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The large enterprise segment shows gradual increases due to increased flexibility by reducing the time to market and expanding business operations. The segment recorded a market share of USD 1.39 billion in 2017 and continue to grow by 2021. Large enterprises are increasingly adopting advanced technologies such as AI, ML, IoT, big data, and cloud to automate their business operations. The integration of cloud data warehouse solutions in business functions facilitates communication and collaboration between all stakeholders, which ensures that reports and analyses are not duplicated or outdated. These factors will contribute to the growth of the large enterprise segment in the market during the forecast period.
The growth of this segment is primarily attributed to the increasing adoption of the market by residential consumers, which is driven by changing lifestyles and a growing preference for comfort.
Which are the Key Regions for Cloud Data Warehouse Market?
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North America is estimated to contribute 48% to the growth of the global market during the forecast period. Technavio’s analysts have elaborately explained the regional trends and drivers that shape the market during the forecast period.
North America is the fastest-growing region in the global market compared to other regions. The potential benefits of cloud data warehouse solutions, such as low power consumption and improved write speed, are propelling the adoption of cloud data warehouse solutions among SMEs across various verticals such as BFSI, government and public sectors, healthcare, IT, manufacturing, telecommunication, and several others. Also, the increased competition from offshore IT destinations has resulted in price wars among regional cloud data warehouse vendors. This will boost the demand for cloud data warehouse solutions in North America during the forecast period.
This report forecasts the contribution of all the segments to the growth of the market. In addition, we have included the COVID-19 impact and the recovery strategies for each segment. In 2021, the COVID-19 pandemic propelled market growth in North America. With work from home becoming the new normal, there has been an increase in the adoption of cloud services and digitization, leading to the emergence of a new business environment. This has increased the demand for automation services and solutions in the region. Moreover, the key vendors in the market are expanding their businesses in the region.
Segment Overview
Our report forecasts revenue growth at global, regional and country levels and provides an analysis of the latest trends and growth opportunities from 2017 to 2028. We have segmented the market based on type, product, distribution channel, and region.
- Deployment Outlook (USD Billion, 2017 - 2027)
- Public
- Private
- Application Outlook (USD Billion, 2017 - 2027)
- Large Enterprise
- Small and Medium Enterprise
- Region Outlook (USD Billion, 2017 - 2027)
- North America
- The U.S.
- Canada
- Europe
- U.K.
- Germany
- France
- Rest of Europe
- APAC
- China
- India
- Middle East & Africa
- Saudi Arabia
- South Africa
- Rest of the Middle East & Africa
- South America
- Brazil
- Chile
- Argentina
- Uruguay
- North America
-
Cloud Data Warehouse Market Scope
Report Coverage
Details
Page number
120
Base year
2022
Historical year
2017-2021
Forecast period
2023-2027
Growth momentum & CAGR
Decelerate at a CAGR of 27.38%
Market growth 2023-2027
USD 17.74 billion
Market structure
Fragmented
YoY growth (%)
27.62
Regional analysis
North America, Europe, APAC, Middle East and Africa, and South America
Performing market contribution
North America at 48%
Key consumer countries
US, China, Japan, Germany, and France
Competitive landscape
Leading companies, Competitive Strategies, Consumer engagement scope
Key companies profiled
Accur8 Software, Actian Corp., Alibaba Cloud, Amazon.com Inc., Cloudera Inc., Google LLC, Hewlett Packard Enterprise Co., Huawei Technologies Co. Ltd., International Business Machines Corp., Microsoft Corp., Oracle Corp., Panoply Ltd. , Rand Group LLC, SAP SE, Sigma Computing Inc., SingleStore Inc., Snowflake Inc., Talend SA, Tencent Holdings Ltd., Teradata Corp., and Translink Information Technology Shanghai Co. Ltd.
Market Dynamics
Parent market analysis, Market growth inducers and obstacles, Fast-growing and slow-growing segment analysis, COVID-19 impact and recovery analysis and future consumer dynamics, and market condition analysis for the forecast period.
Customization purview
If our report has not included the data that you are looking for, you can reach out to our analysts and get segments customized.
What are the Key Data Covered in this Cloud Data Warehouse Market Report?
- CAGR of the market during the forecast period 2023-2027
- Detailed information on factors that will drive cloud data warehouse market growth during the next five years
- Precise estimation of the cloud data warehouse market size and its contribution to the parent market
- Accurate predictions on upcoming trends and changes in consumer behaviour
- The growth of the cloud data warehouse industry across North America, Europe, APAC, Middle East and Africa, and South America
- A thorough analysis of the market’s competitive landscape and detailed information on vendors
- Comprehensive details of factors that will challenge the growth of cloud data warehouse market vendors
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1 Executive Summary
- 1.1 Market overview
- Exhibit 01: Executive Summary – Chart on Market Overview
- Exhibit 02: Executive Summary – Data Table on Market Overview
- Exhibit 03: Executive Summary – Chart on Global Market Characteristics
- Exhibit 04: Executive Summary – Chart on Market by Geography
- Exhibit 05: Executive Summary – Chart on Market Segmentation by Industry Application
- Exhibit 06: Executive Summary – Chart on Market Segmentation by Deployment
- Exhibit 07: Executive Summary – Chart on Incremental Growth
- Exhibit 08: Executive Summary – Data Table on Incremental Growth
- Exhibit 09: Executive Summary – Chart on Vendor Market Positioning
2 Market Landscape
- 2.1 Market ecosystem
- Exhibit 10: Parent market
- Exhibit 11: Market Characteristics
3 Market Sizing
- 3.1 Market definition
- Exhibit 12: Offerings of vendors included in the market definition
- 3.2 Market segment analysis
- Exhibit 13: Market segments
- 3.3 Market size 2022
- 3.4 Market outlook: Forecast for 2022-2027
- Exhibit 14: Chart on Global - Market size and forecast 2022-2027 ($ million)
- Exhibit 15: Data Table on Global - Market size and forecast 2022-2027 ($ million)
- Exhibit 16: Chart on Global Market: Year-over-year growth 2022-2027 (%)
- Exhibit 17: Data Table on Global Market: Year-over-year growth 2022-2027 (%)
4 Historic Market Size
- 4.1 Global cloud data warehouse market 2022 - 2027
- Exhibit 18: Historic Market Size – Data Table on Global cloud data warehouse market 2022 - 2027 ($ million)
- 4.2 Organization Segment Analysis 2022 - 2027
- Exhibit 19: Historic Market Size – Organization Segment 2022 - 2027 ($ million)
- 4.3 Deployment Segment Analysis 2022 - 2027
- Exhibit 20: Historic Market Size – Deployment Segment 2022 - 2027 ($ million)
- 4.4 Geography Segment Analysis 2022 - 2027
- Exhibit 21: Historic Market Size – Geography Segment 2022 - 2027 ($ million)
- 4.5 Country Segment Analysis 2022 - 2027
- Exhibit 22: Historic Market Size – Country Segment 2022 - 2027 ($ million)
5 Five Forces Analysis
- 5.1 Five forces summary
- Exhibit 23: Five forces analysis - Comparison between 2022 and 2027
- 5.2 Bargaining power of buyers
- Exhibit 24: Chart on Bargaining power of buyers – Impact of key factors 2022 and 2027
- 5.3 Bargaining power of suppliers
- Exhibit 25: Bargaining power of suppliers – Impact of key factors in 2022 and 2027
- 5.4 Threat of new entrants
- Exhibit 26: Threat of new entrants – Impact of key factors in 2022 and 2027
- 5.5 Threat of substitutes
- Exhibit 27: Threat of substitutes – Impact of key factors in 2022 and 2027
- 5.6 Threat of rivalry
- Exhibit 28: Threat of rivalry – Impact of key factors in 2022 and 2027
- 5.7 Market condition
- Exhibit 29: Chart on Market condition - Five forces 2022 and 2027
6 Market Segmentation by Industry Application
- 6.1 Market segments
- Exhibit 30: Chart on Industry Application - Market share 2022-2027 (%)
- Exhibit 31: Data Table on Industry Application - Market share 2022-2027 (%)
- 6.2 Comparison by Industry Application
- Exhibit 32: Chart on Comparison by Industry Application
- Exhibit 33: Data Table on Comparison by Industry Application
- 6.3 Large enterprises - Market size and forecast 2022-2027
- Exhibit 34: Chart on Large enterprises - Market size and forecast 2022-2027 ($ million)
- Exhibit 35: Data Table on Large enterprises - Market size and forecast 2022-2027 ($ million)
- Exhibit 36: Chart on Large enterprises - Year-over-year growth 2022-2027 (%)
- Exhibit 37: Data Table on Large enterprises - Year-over-year growth 2022-2027 (%)
- 6.4 Small and medium enterprises - Market size and forecast 2022-2027
- Exhibit 38: Chart on Small and medium enterprises - Market size and forecast 2022-2027 ($ million)
- Exhibit 39: Data Table on Small and medium enterprises - Market size and forecast 2022-2027 ($ million)
- Exhibit 40: Chart on Small and medium enterprises - Year-over-year growth 2022-2027 (%)
- Exhibit 41: Data Table on Small and medium enterprises - Year-over-year growth 2022-2027 (%)
- 6.5 Market opportunity by Industry Application
- Exhibit 42: Market opportunity by Industry Application ($ million)
7 Market Segmentation by Deployment
- 7.1 Market segments
- Exhibit 43: Chart on Deployment - Market share 2022-2027 (%)
- Exhibit 44: Data Table on Deployment - Market share 2022-2027 (%)
- 7.2 Comparison by Deployment
- Exhibit 45: Chart on Comparison by Deployment
- Exhibit 46: Data Table on Comparison by Deployment
- 7.3 Public - Market size and forecast 2022-2027
- Exhibit 47: Chart on Public - Market size and forecast 2022-2027 ($ million)
- Exhibit 48: Data Table on Public - Market size and forecast 2022-2027 ($ million)
- Exhibit 49: Chart on Public - Year-over-year growth 2022-2027 (%)
- Exhibit 50: Data Table on Public - Year-over-year growth 2022-2027 (%)
- 7.4 Private - Market size and forecast 2022-2027
- Exhibit 51: Chart on Private - Market size and forecast 2022-2027 ($ million)
- Exhibit 52: Data Table on Private - Market size and forecast 2022-2027 ($ million)
- Exhibit 53: Chart on Private - Year-over-year growth 2022-2027 (%)
- Exhibit 54: Data Table on Private - Year-over-year growth 2022-2027 (%)
- 7.5 Market opportunity by Deployment
- Exhibit 55: Market opportunity by Deployment ($ million)
8 Customer Landscape
- 8.1 Customer landscape overview
- Exhibit 56: Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria
9 Geographic Landscape
- 9.1 Geographic segmentation
- Exhibit 57: Chart on Market share by geography 2022-2027 (%)
- Exhibit 58: Data Table on Market share by geography 2022-2027 (%)
- 9.2 Geographic comparison
- Exhibit 59: Chart on Geographic comparison
- Exhibit 60: Data Table on Geographic comparison
- 9.3 North America - Market size and forecast 2022-2027
- Exhibit 61: Chart on North America - Market size and forecast 2022-2027 ($ million)
- Exhibit 62: Data Table on North America - Market size and forecast 2022-2027 ($ million)
- Exhibit 63: Chart on North America - Year-over-year growth 2022-2027 (%)
- Exhibit 64: Data Table on North America - Year-over-year growth 2022-2027 (%)
- 9.4 Europe - Market size and forecast 2022-2027
- Exhibit 65: Chart on Europe - Market size and forecast 2022-2027 ($ million)
- Exhibit 66: Data Table on Europe - Market size and forecast 2022-2027 ($ million)
- Exhibit 67: Chart on Europe - Year-over-year growth 2022-2027 (%)
- Exhibit 68: Data Table on Europe - Year-over-year growth 2022-2027 (%)
- 9.5 APAC - Market size and forecast 2022-2027
- Exhibit 69: Chart on APAC - Market size and forecast 2022-2027 ($ million)
- Exhibit 70: Data Table on APAC - Market size and forecast 2022-2027 ($ million)
- Exhibit 71: Chart on APAC - Year-over-year growth 2022-2027 (%)
- Exhibit 72: Data Table on APAC - Year-over-year growth 2022-2027 (%)
- 9.6 Middle East and Africa - Market size and forecast 2022-2027
- Exhibit 73: Chart on Middle East and Africa - Market size and forecast 2022-2027 ($ million)
- Exhibit 74: Data Table on Middle East and Africa - Market size and forecast 2022-2027 ($ million)
- Exhibit 75: Chart on Middle East and Africa - Year-over-year growth 2022-2027 (%)
- Exhibit 76: Data Table on Middle East and Africa - Year-over-year growth 2022-2027 (%)
- 9.7 South America - Market size and forecast 2022-2027
- Exhibit 77: Chart on South America - Market size and forecast 2022-2027 ($ million)
- Exhibit 78: Data Table on South America - Market size and forecast 2022-2027 ($ million)
- Exhibit 79: Chart on South America - Year-over-year growth 2022-2027 (%)
- Exhibit 80: Data Table on South America - Year-over-year growth 2022-2027 (%)
- 9.8 US - Market size and forecast 2022-2027
- Exhibit 81: Chart on US - Market size and forecast 2022-2027 ($ million)
- Exhibit 82: Data Table on US - Market size and forecast 2022-2027 ($ million)
- Exhibit 83: Chart on US - Year-over-year growth 2022-2027 (%)
- Exhibit 84: Data Table on US - Year-over-year growth 2022-2027 (%)
- 9.9 Germany - Market size and forecast 2022-2027
- Exhibit 85: Chart on Germany - Market size and forecast 2022-2027 ($ million)
- Exhibit 86: Data Table on Germany - Market size and forecast 2022-2027 ($ million)
- Exhibit 87: Chart on Germany - Year-over-year growth 2022-2027 (%)
- Exhibit 88: Data Table on Germany - Year-over-year growth 2022-2027 (%)
- 9.10 China - Market size and forecast 2022-2027
- Exhibit 89: Chart on China - Market size and forecast 2022-2027 ($ million)
- Exhibit 90: Data Table on China - Market size and forecast 2022-2027 ($ million)
- Exhibit 91: Chart on China - Year-over-year growth 2022-2027 (%)
- Exhibit 92: Data Table on China - Year-over-year growth 2022-2027 (%)
- 9.11 France - Market size and forecast 2022-2027
- Exhibit 93: Chart on France - Market size and forecast 2022-2027 ($ million)
- Exhibit 94: Data Table on France - Market size and forecast 2022-2027 ($ million)
- Exhibit 95: Chart on France - Year-over-year growth 2022-2027 (%)
- Exhibit 96: Data Table on France - Year-over-year growth 2022-2027 (%)
- 9.12 Japan - Market size and forecast 2022-2027
- Exhibit 97: Chart on Japan - Market size and forecast 2022-2027 ($ million)
- Exhibit 98: Data Table on Japan - Market size and forecast 2022-2027 ($ million)
- Exhibit 99: Chart on Japan - Year-over-year growth 2022-2027 (%)
- Exhibit 100: Data Table on Japan - Year-over-year growth 2022-2027 (%)
- 9.13 Market opportunity by geography
- Exhibit 101: Market opportunity by geography ($ million)
10 Drivers, Challenges, and Trends
- 10.1 Market drivers
- 10.2 Market challenges
- 10.3 Impact of drivers and challenges
- Exhibit 102: Impact of drivers and challenges in 2022 and 2027
- 10.4 Market trends
11 Vendor Landscape
- 11.1 Overview
- 11.2 Vendor landscape
- Exhibit 103: Overview on Criticality of inputs and Factors of differentiation
- 11.3 Landscape disruption
- Exhibit 104: Overview on factors of disruption
- 11.4 Industry risks
- Exhibit 105: Impact of key risks on business
12 Vendor Analysis
- 12.1 Vendors covered
- Exhibit 106: Vendors covered
- 12.2 Market positioning of vendors
- Exhibit 107: Matrix on vendor position and classification
- 12.3 Accur8 Software
- Exhibit 108: Accur8 Software - Overview
- Exhibit 109: Accur8 Software - Product / Service
- Exhibit 110: Accur8 Software - Key offerings
- 12.4 Actian Corp.
- Exhibit 111: Actian Corp. - Overview
- Exhibit 112: Actian Corp. - Product / Service
- Exhibit 113: Actian Corp. - Key offerings
- 12.5 Alibaba Cloud
- Exhibit 114: Alibaba Cloud - Overview
- Exhibit 115: Alibaba Cloud - Product / Service
- Exhibit 116: Alibaba Cloud - Key offerings
- 12.6 Amazon.com Inc.
- Exhibit 117: Amazon.com Inc. - Overview
- Exhibit 118: Amazon.com Inc. - Business segments
- Exhibit 119: Amazon.com Inc. - Key news
- Exhibit 120: Amazon.com Inc. - Key offerings
- Exhibit 121: Amazon.com Inc. - Segment focus
- 12.7 Cloudera Inc.
- Exhibit 122: Cloudera Inc. - Overview
- Exhibit 123: Cloudera Inc. - Business segments
- Exhibit 124: Cloudera Inc. - Key offerings
- Exhibit 125: Cloudera Inc. - Segment focus
- 12.8 Google LLC
- Exhibit 126: Google LLC - Overview
- Exhibit 127: Google LLC - Business segments
- Exhibit 128: Google LLC - Key offerings
- Exhibit 129: Google LLC - Segment focus
- 12.9 Hewlett Packard Enterprise Co.
- Exhibit 130: Hewlett Packard Enterprise Co. - Overview
- Exhibit 131: Hewlett Packard Enterprise Co. - Business segments
- Exhibit 132: Hewlett Packard Enterprise Co. - Key news
- Exhibit 133: Hewlett Packard Enterprise Co. - Key offerings
- Exhibit 134: Hewlett Packard Enterprise Co. - Segment focus
- 12.10 Huawei Technologies Co. Ltd.
- Exhibit 135: Huawei Technologies Co. Ltd. - Overview
- Exhibit 136: Huawei Technologies Co. Ltd. - Business segments
- Exhibit 137: Huawei Technologies Co. Ltd. - Key offerings
- Exhibit 138: Huawei Technologies Co. Ltd. - Segment focus
- 12.11 International Business Machines Corp.
- Exhibit 139: International Business Machines Corp. - Overview
- Exhibit 140: International Business Machines Corp. - Business segments
- Exhibit 141: International Business Machines Corp. - Key offerings
- Exhibit 142: International Business Machines Corp. - Segment focus
- 12.12 Microsoft Corp.
- Exhibit 143: Microsoft Corp. - Overview
- Exhibit 144: Microsoft Corp. - Business segments
- Exhibit 145: Microsoft Corp. - Key news
- Exhibit 146: Microsoft Corp. - Key offerings
- Exhibit 147: Microsoft Corp. - Segment focus
- 12.13 Oracle Corp.
- Exhibit 148: Oracle Corp. - Overview
- Exhibit 149: Oracle Corp. - Business segments
- Exhibit 150: Oracle Corp. - Key news
- Exhibit 151: Oracle Corp. - Key offerings
- Exhibit 152: Oracle Corp. - Segment focus
- 12.14 Panoply Ltd.
- Exhibit 153: Panoply Ltd. - Overview
- Exhibit 154: Panoply Ltd. - Product / Service
- Exhibit 155: Panoply Ltd. - Key offerings
- 12.15 SAP SE
- Exhibit 156: SAP SE - Overview
- Exhibit 157: SAP SE - Business segments
- Exhibit 158: SAP SE - Key news
- Exhibit 159: SAP SE - Key offerings
- Exhibit 160: SAP SE - Segment focus
- 12.16 Snowflake Inc.
- Exhibit 161: Snowflake Inc. - Overview
- Exhibit 162: Snowflake Inc. - Product / Service
- Exhibit 163: Snowflake Inc. - Key offerings
- 12.17 Teradata Corp.
- Exhibit 164: Teradata Corp. - Overview
- Exhibit 165: Teradata Corp. - Business segments
- Exhibit 166: Teradata Corp. - Key offerings
- Exhibit 167: Teradata Corp. - Segment focus
13 Appendix
- 13.1 Scope of the report
- 13.2 Inclusions and exclusions checklist
- Exhibit 168: Inclusions checklist
- Exhibit 169: Exclusions checklist
- 13.3 Currency conversion rates for US$
- Exhibit 170: Currency conversion rates for US$
- 13.4 Research methodology
- Exhibit 171: Research methodology
- Exhibit 172: Validation techniques employed for market sizing
- Exhibit 173: Information sources
- 13.5 List of abbreviations
- Exhibit 174: List of abbreviations
Research Framework
Technavio presents a detailed picture of the market by way of study, synthesis, and summation of data from multiple sources. The analysts have presented the various facets of the market with a particular focus on identifying the key industry influencers. The data thus presented is comprehensive, reliable, and the result of extensive research, both primary and secondary.
INFORMATION SOURCES
Primary sources
- Manufacturers and suppliers
- Channel partners
- Industry experts
- Strategic decision makers
Secondary sources
- Industry journals and periodicals
- Government data
- Financial reports of key industry players
- Historical data
- Press releases

DATA ANALYSIS
Data Synthesis
- Collation of data
- Estimation of key figures
- Analysis of derived insights
Data Validation
- Triangulation with data models
- Reference against proprietary databases
- Corroboration with industry experts

REPORT WRITING
Qualitative
- Market drivers
- Market challenges
- Market trends
- Five forces analysis
Quantitative
- Market size and forecast
- Market segmentation
- Geographical insights
- Competitive landscape
Frequently Asked Questions?
- US
- China
- Japan
- Germany
- France
- Growing penetration of IoT-enabled devices
- Growing need for edge computing
Key Questions Answered
- What are the key global market and the regional market share?
- What are the revenue-generating key market segments?
- What are the key factors driving and challenging this market’s growth?
- Who are the key market vendors and their growth strategies?
- What are the latest trends influencing the growth of this market?
- What are the variables influencing the market growth in the primary regions?
- What are the factors influencing the growth of the parent market?
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