クラウドDWH（データウェアハウス）の世界市場 2023-2027

当レポートではクラウドDWH（データウェアハウス）の市場規模は、2023年から2027年の間に177億4000万米ドルの増加が見込まれ、予測期間中に27.38%のCAGRで成長すると予測しています。当レポートでは、クラウドDWH（データウェアハウス）市場の全体分析、市場規模・予測、動向、成長促進要因・課題、さらに約25社のベンダーを網羅したベンダー分析を行っています。

また、現在の世界の市場動向と促進要因、市場全体の環境に関する最新の分析も提供しています。

市場は、IoT対応デバイスの普及、企業のモバイル化と効率化ニーズの高まり、DWaaS（Data Warehouse as a Service）に対する需要の高まりによって牽引されています。

本調査では、今後数年間におけるクラウドDWH（データウェアハウス）市場の成長を促進する主な理由の1つとして、エッジコンピューティングに対するニーズの高まりを挙げています。また、中小企業によるクラウドDWH（データウェアハウス）ソリューションの高い採用率や、データセキュリティ強化のためのプライベートクラウドへの傾倒の高まりも、市場の大きな需要につながると考えられます。

目次

第1章 エグゼクティブサマリー

• 市場概要

第2章 市場情勢

• 市場エコシステム

第3章 市場規模

• 市場の定義
• 市場セグメント分析
• 市場規模 2022
• 市場の見通し：2022-2027年の予測

第4章 ファイブフォース分析

• ファイブフォースの要約
• 買い手の交渉力
• 供給企業の交渉力
• 新規参入業者の脅威
• 代替品の脅威
• 競争の脅威
• 市況

第5章 産業用途別市場セグメンテーション

• 市場内訳
• 業界別アプリケーション比較
• 大企業 - 市場規模と予測 2022-2027
• 中小企業 - 市場規模と予測 2022-2027
• 産業用途別の市場機会

第6章 展開別市場セグメンテーション

• 市場内訳
• 展開別比較
• パブリック - 市場規模と予測 2022-2027
• プライベート - 市場規模と予測 2022-2027
• 展開別の市場機会

第7章 顧客情勢

• 顧客情勢の概要

第8章 地域別情勢

• 地域別セグメンテーション
• 地域別比較
• 北米 - 市場規模と予測 2022-2027
• 欧州 - 市場規模と予測 2022-2027
• APAC - 市場規模と予測 2022-2027
• 中東およびアフリカ - 市場規模と予測 2022-2027
• 南米 - 市場規模と予測 2022-2027
• 米国 - 市場規模と予測 2022-2027
• ドイツ - 市場規模と予測 2022-2027
• 中国 - 市場規模と予測 2022-2027
• フランス - 市場規模と予測 2022-2027
• 日本 - 市場規模と予測 2022-2027
• 地域情勢別の市場機会

第9章 促進要因、課題、および動向

• 市場促進要因
• 市場の課題
• 促進要因と課題の影響
• 市場動向

第10章 ベンダー情勢

• 概要
• ベンダー情勢
• 混乱の状況
• 業界のリスク

第11章 ベンダー分析

• 対象ベンダー
• ベンダーの市場ポジショニング
• 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.
• SAP SE
• Snowflake Inc.
• Teradata Corp.

第12章 付録

Exhibits:

• Exhibits1: Executive Summary - Chart on Market Overview
• Exhibits2: Executive Summary - Data Table on Market Overview
• Exhibits3: Executive Summary - Chart on Global Market Characteristics
• Exhibits4: Executive Summary - Chart on Market By Geographical Landscape
• Exhibits5: Executive Summary - Chart on Market Segmentation by Industry Application
• Exhibits6: Executive Summary - Chart on Market Segmentation by Deployment
• Exhibits7: Executive Summary - Chart on Incremental Growth
• Exhibits8: Executive Summary - Data Table on Incremental Growth
• Exhibits9: Executive Summary - Chart on Vendor Market Positioning
• Exhibits10: Parent market
• Exhibits11: Market Characteristics
• Exhibits12: Offerings of vendors included in the market definition
• Exhibits13: Market segments
• Exhibits14: Chart on Global - Market size and forecast 2022-2027 ($ million)
• Exhibits15: Data Table on Global - Market size and forecast 2022-2027 ($ million)
• Exhibits16: Chart on Global Market: Year-over-year growth 2022-2027 (%)
• Exhibits17: Data Table on Global Market: Year-over-year growth 2022-2027 (%)
• Exhibits18: Historic Market Size - Data Table on Global cloud data warehouse market 2022 - 2027 ($ million)
• Exhibits19: Historic Market Size - Organization Segment 2022 - 2027 ($ million)
• Exhibits20: Historic Market Size - Deployment Segment 2022 - 2027 ($ million)
• Exhibits21: Historic Market Size - Geography Segment 2022 - 2027 ($ million)
• Exhibits22: Historic Market Size - Country Segment 2022 - 2027 ($ million)
• Exhibits23: Five forces analysis - Comparison between2022 and 2027
• Exhibits24: Chart on Bargaining power of buyers - Impact of key factors 2022 and 2027
• Exhibits25: Bargaining power of suppliers - Impact of key factors in 2022 and 2027
• Exhibits26: Threat of new entrants - Impact of key factors in 2022 and 2027
• Exhibits27: Threat of substitutes - Impact of key factors in 2022 and 2027
• Exhibits28: Threat of rivalry - Impact of key factors in 2022 and 2027
• Exhibits29: Chart on Market condition - Five forces 2022 and 2027
• Exhibits30: Chart on Industry Application - Market share 2022-2027 (%)
• Exhibits31: Data Table on Industry Application - Market share 2022-2027 (%)
• Exhibits32: Chart on Comparison by Industry Application
• Exhibits33: Data Table on Comparison by Industry Application
• Exhibits34: Chart on Large enterprises - Market size and forecast 2022-2027 ($ million)
• Exhibits35: Data Table on Large enterprises - Market size and forecast 2022-2027 ($ million)
• Exhibits36: Chart on Large enterprises - Year-over-year growth 2022-2027 (%)
• Exhibits37: Data Table on Large enterprises - Year-over-year growth 2022-2027 (%)
• Exhibits38: Chart on Small and medium enterprises - Market size and forecast 2022-2027 ($ million)
• Exhibits39: Data Table on Small and medium enterprises - Market size and forecast 2022-2027 ($ million)
• Exhibits40: Chart on Small and medium enterprises - Year-over-year growth 2022-2027 (%)
• Exhibits41: Data Table on Small and medium enterprises - Year-over-year growth 2022-2027 (%)
• Exhibits42: Market opportunity by Industry Application ($ million)
• Exhibits43: Chart on Deployment - Market share 2022-2027 (%)
• Exhibits44: Data Table on Deployment - Market share 2022-2027 (%)
• Exhibits45: Chart on Comparison by Deployment
• Exhibits46: Data Table on Comparison by Deployment
• Exhibits47: Chart on Public - Market size and forecast 2022-2027 ($ million)
• Exhibits48: Data Table on Public - Market size and forecast 2022-2027 ($ million)
• Exhibits49: Chart on Public - Year-over-year growth 2022-2027 (%)
• Exhibits50: Data Table on Public - Year-over-year growth 2022-2027 (%)
• Exhibits51: Chart on Private - Market size and forecast 2022-2027 ($ million)
• Exhibits52: Data Table on Private - Market size and forecast 2022-2027 ($ million)
• Exhibits53: Chart on Private - Year-over-year growth 2022-2027 (%)
• Exhibits54: Data Table on Private - Year-over-year growth 2022-2027 (%)
• Exhibits55: Market opportunity by Deployment ($ million)
• Exhibits56: Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria
• Exhibits57: Chart on Market share By Geographical Landscape 2022-2027 (%)
• Exhibits58: Data Table on Market share By Geographical Landscape 2022-2027 (%)
• Exhibits59: Chart on Geographic comparison
• Exhibits60: Data Table on Geographic comparison
• Exhibits61: Chart on North America - Market size and forecast 2022-2027 ($ million)
• Exhibits62: Data Table on North America - Market size and forecast 2022-2027 ($ million)
• Exhibits63: Chart on North America - Year-over-year growth 2022-2027 (%)
• Exhibits64: Data Table on North America - Year-over-year growth 2022-2027 (%)
• Exhibits65: Chart on Europe - Market size and forecast 2022-2027 ($ million)
• Exhibits66: Data Table on Europe - Market size and forecast 2022-2027 ($ million)
• Exhibits67: Chart on Europe - Year-over-year growth 2022-2027 (%)
• Exhibits68: Data Table on Europe - Year-over-year growth 2022-2027 (%)
• Exhibits69: Chart on APAC - Market size and forecast 2022-2027 ($ million)
• Exhibits70: Data Table on APAC - Market size and forecast 2022-2027 ($ million)
• Exhibits71: Chart on APAC - Year-over-year growth 2022-2027 (%)
• Exhibits72: Data Table on APAC - Year-over-year growth 2022-2027 (%)
• Exhibits73: Chart on Middle East and Africa - Market size and forecast 2022-2027 ($ million)
• Exhibits74: Data Table on Middle East and Africa - Market size and forecast 2022-2027 ($ million)
• Exhibits75: Chart on Middle East and Africa - Year-over-year growth 2022-2027 (%)
• Exhibits76: Data Table on Middle East and Africa - Year-over-year growth 2022-2027 (%)
• Exhibits77: Chart on South America - Market size and forecast 2022-2027 ($ million)
• Exhibits78: Data Table on South America - Market size and forecast 2022-2027 ($ million)
• Exhibits79: Chart on South America - Year-over-year growth 2022-2027 (%)
• Exhibits80: Data Table on South America - Year-over-year growth 2022-2027 (%)
• Exhibits81: Chart on US - Market size and forecast 2022-2027 ($ million)
• Exhibits82: Data Table on US - Market size and forecast 2022-2027 ($ million)
• Exhibits83: Chart on US - Year-over-year growth 2022-2027 (%)
• Exhibits84: Data Table on US - Year-over-year growth 2022-2027 (%)
• Exhibits85: Chart on Germany - Market size and forecast 2022-2027 ($ million)
• Exhibits86: Data Table on Germany - Market size and forecast 2022-2027 ($ million)
• Exhibits87: Chart on Germany - Year-over-year growth 2022-2027 (%)
• Exhibits88: Data Table on Germany - Year-over-year growth 2022-2027 (%)
• Exhibits89: Chart on China - Market size and forecast 2022-2027 ($ million)
• Exhibits90: Data Table on China - Market size and forecast 2022-2027 ($ million)
• Exhibits91: Chart on China - Year-over-year growth 2022-2027 (%)
• Exhibits92: Data Table on China - Year-over-year growth 2022-2027 (%)
• Exhibits93: Chart on France - Market size and forecast 2022-2027 ($ million)
• Exhibits94: Data Table on France - Market size and forecast 2022-2027 ($ million)
• Exhibits95: Chart on France - Year-over-year growth 2022-2027 (%)
• Exhibits96: Data Table on France - Year-over-year growth 2022-2027 (%)
• Exhibits97: Chart on Japan - Market size and forecast 2022-2027 ($ million)
• Exhibits98: Data Table on Japan - Market size and forecast 2022-2027 ($ million)
• Exhibits99: Chart on Japan - Year-over-year growth 2022-2027 (%)
• Exhibits100: Data Table on Japan - Year-over-year growth 2022-2027 (%)
• Exhibits101: Market opportunity By Geographical Landscape ($ million)
• Exhibits102: Impact of drivers and challenges in 2022 and 2027
• Exhibits103: Overview on Criticality of inputs and Factors of differentiation
• Exhibits104: Overview on factors of disruption
• Exhibits105: Impact of key risks on business
• Exhibits106: Vendors covered
• Exhibits107: Matrix on vendor position and classification
• Exhibits108: Accur8 Software - Overview
• Exhibits109: Accur8 Software - Product / Service
• Exhibits110: Accur8 Software - Key offerings
• Exhibits111: Actian Corp. - Overview
• Exhibits112: Actian Corp. - Product / Service
• Exhibits113: Actian Corp. - Key offerings
• Exhibits114: Alibaba Cloud - Overview
• Exhibits115: Alibaba Cloud - Product / Service
• Exhibits116: Alibaba Cloud - Key offerings
• Exhibits117: Amazon.com Inc. - Overview
• Exhibits118: Amazon.com Inc. - Business segments
• Exhibits119: Amazon.com Inc. - Key news
• Exhibits120: Amazon.com Inc. - Key offerings
• Exhibits121: Amazon.com Inc. - Segment focus
• Exhibits122: Cloudera Inc. - Overview
• Exhibits123: Cloudera Inc. - Business segments
• Exhibits124: Cloudera Inc. - Key offerings
• Exhibits125: Cloudera Inc. - Segment focus
• Exhibits126: Google LLC - Overview
• Exhibits127: Google LLC - Business segments
• Exhibits128: Google LLC - Key offerings
• Exhibits129: Google LLC - Segment focus
• Exhibits130: Hewlett Packard Enterprise Co. - Overview
• Exhibits131: Hewlett Packard Enterprise Co. - Business segments
• Exhibits132: Hewlett Packard Enterprise Co. - Key news
• Exhibits133: Hewlett Packard Enterprise Co. - Key offerings
• Exhibits134: Hewlett Packard Enterprise Co. - Segment focus
• Exhibits135: Huawei Technologies Co. Ltd. - Overview
• Exhibits136: Huawei Technologies Co. Ltd. - Business segments
• Exhibits137: Huawei Technologies Co. Ltd. - Key offerings
• Exhibits138: Huawei Technologies Co. Ltd. - Segment focus
• Exhibits139: International Business Machines Corp. - Overview
• Exhibits140: International Business Machines Corp. - Business segments
• Exhibits141: International Business Machines Corp. - Key offerings
• Exhibits142: International Business Machines Corp. - Segment focus
• Exhibits143: Microsoft Corp. - Overview
• Exhibits144: Microsoft Corp. - Business segments
• Exhibits145: Microsoft Corp. - Key news
• Exhibits146: Microsoft Corp. - Key offerings
• Exhibits147: Microsoft Corp. - Segment focus
• Exhibits148: Oracle Corp. - Overview
• Exhibits149: Oracle Corp. - Business segments
• Exhibits150: Oracle Corp. - Key news
• Exhibits151: Oracle Corp. - Key offerings
• Exhibits152: Oracle Corp. - Segment focus
• Exhibits153: Panoply Ltd. - Overview
• Exhibits154: Panoply Ltd. - Product / Service
• Exhibits155: Panoply Ltd. - Key offerings
• Exhibits156: SAP SE - Overview
• Exhibits157: SAP SE - Business segments
• Exhibits158: SAP SE - Key news
• Exhibits159: SAP SE - Key offerings
• Exhibits160: SAP SE - Segment focus
• Exhibits161: Snowflake Inc. - Overview
• Exhibits162: Snowflake Inc. - Product / Service
• Exhibits163: Snowflake Inc. - Key offerings
• Exhibits164: Teradata Corp. - Overview
• Exhibits165: Teradata Corp. - Business segments
• Exhibits166: Teradata Corp. - Key offerings
• Exhibits167: Teradata Corp. - Segment focus
• Exhibits168: Inclusions checklist
• Exhibits169: Exclusions checklist
• Exhibits170: Currency conversion rates for US$
• Exhibits171: Research methodology
• Exhibits172: Validation techniques employed for market sizing
• Exhibits173: Information sources
• Exhibits174: List of abbreviations

Technavio has been monitoring the cloud data warehouse market and it is poised to grow by $17.74 bn during 2023-2027, decelerating at a CAGR of 27.38% during the forecast period. Our report on the cloud data warehouse market provides a holistic analysis, market size and forecast, trends, growth drivers, and challenges, as well as vendor analysis covering around 25 vendors.

The report offers an up-to-date analysis regarding the current global market scenario, the latest trends and drivers, and the overall market environment. The market is driven by the growing penetration of IoT-enabled devices, rising enterprise mobility and need to improve efficiency, and growing demand for Data Warehouse as a service (DBaaS).

The cloud data warehouse market analysis includes the deployment segment and geographic landscape.

Technavio's cloud data warehouse market is segmented as below:

By Deployment

• Public
• Private

By Geographical Landscape

• North America
• Europe
• APAC
• Middle East and Africa
• South America

This study identifies the growing need for edge computing as one of the prime reasons driving the cloud data warehouse market growth during the next few years. Also, the high adoption of cloud data warehouse solutions by SMEs and increased inclination for private cloud for enhanced data security will lead to sizable demand in the market.

Technavio presents a detailed picture of the market by the way of study, synthesis, and summation of data from multiple sources by an analysis of key parameters. Our report on the cloud data warehouse market covers the following areas:

• Cloud data warehouse market sizing
• Cloud data warehouse market forecast
• Cloud data warehouse market industry analysis

Technavio's robust vendor analysis is designed to help clients improve their market position, and in line with this, this report provides a detailed analysis of several leading cloud data warehouse market vendors that include 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. Also, the cloud data warehouse market analysis report includes information on upcoming trends and challenges that will influence market growth. This is to help companies strategize and leverage all forthcoming growth opportunities.

The study was conducted using an objective combination of primary and secondary information including inputs from key participants in the industry. The report contains a comprehensive market and vendor landscape in addition to an analysis of the key vendors.

Technavio presents a detailed picture of the market by the way of study, synthesis, and summation of data from multiple sources by an analysis of key parameters such as profit, pricing, competition, and promotions. It presents various market facets by identifying the key industry influencers. The data presented is comprehensive, reliable, and a result of extensive research - both primary and secondary. Technavio's market research reports provide a complete competitive landscape and an in-depth vendor selection methodology and analysis using qualitative and quantitative research to forecast accurate market growth.

Table of Contents

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 Geographical Landscape
• 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 Five Forces Analysis

• 4.1 Five forces summary
• Exhibit 18: Five forces analysis - Comparison between 2022 and 2027
• 4.2 Bargaining power of buyers
• Exhibit 19: Chart on Bargaining power of buyers - Impact of key factors 2022 and 2027
• 4.3 Bargaining power of suppliers
• Exhibit 20: Bargaining power of suppliers - Impact of key factors in 2022 and 2027
• 4.4 Threat of new entrants
• Exhibit 21: Threat of new entrants - Impact of key factors in 2022 and 2027
• 4.5 Threat of substitutes
• Exhibit 22: Threat of substitutes - Impact of key factors in 2022 and 2027
• 4.6 Threat of rivalry
• Exhibit 23: Threat of rivalry - Impact of key factors in 2022 and 2027
• 4.7 Market condition
• Exhibit 24: Chart on Market condition - Five forces 2022 and 2027

5 Market Segmentation by Industry Application

• 5.1 Market segments
• Exhibit 25: Chart on Industry Application - Market share 2022-2027 (%)
• Exhibit 26: Data Table on Industry Application - Market share 2022-2027 (%)
• 5.2 Comparison by Industry Application
• Exhibit 27: Chart on Comparison by Industry Application
• Exhibit 28: Data Table on Comparison by Industry Application
• 5.3 Large enterprises - Market size and forecast 2022-2027
• Exhibit 29: Chart on Large enterprises - Market size and forecast 2022-2027 ($ million)
• Exhibit 30: Data Table on Large enterprises - Market size and forecast 2022-2027 ($ million)
• Exhibit 31: Chart on Large enterprises - Year-over-year growth 2022-2027 (%)
• Exhibit 32: Data Table on Large enterprises - Year-over-year growth 2022-2027 (%)
• 5.4 Small and medium enterprises - Market size and forecast 2022-2027
• Exhibit 33: Chart on Small and medium enterprises - Market size and forecast 2022-2027 ($ million)
• Exhibit 34: Data Table on Small and medium enterprises - Market size and forecast 2022-2027 ($ million)
• Exhibit 35: Chart on Small and medium enterprises - Year-over-year growth 2022-2027 (%)
• Exhibit 36: Data Table on Small and medium enterprises - Year-over-year growth 2022-2027 (%)
• 5.5 Market opportunity by Industry Application
• Exhibit 37: Market opportunity by Industry Application ($ million)

6 Market Segmentation by Deployment

• 6.1 Market segments
• Exhibit 38: Chart on Deployment - Market share 2022-2027 (%)
• Exhibit 39: Data Table on Deployment - Market share 2022-2027 (%)
• 6.2 Comparison by Deployment
• Exhibit 40: Chart on Comparison by Deployment
• Exhibit 41: Data Table on Comparison by Deployment
• 6.3 Public - Market size and forecast 2022-2027
• Exhibit 42: Chart on Public - Market size and forecast 2022-2027 ($ million)
• Exhibit 43: Data Table on Public - Market size and forecast 2022-2027 ($ million)
• Exhibit 44: Chart on Public - Year-over-year growth 2022-2027 (%)
• Exhibit 45: Data Table on Public - Year-over-year growth 2022-2027 (%)
• 6.4 Private - Market size and forecast 2022-2027
• Exhibit 46: Chart on Private - Market size and forecast 2022-2027 ($ million)
• Exhibit 47: Data Table on Private - Market size and forecast 2022-2027 ($ million)
• Exhibit 48: Chart on Private - Year-over-year growth 2022-2027 (%)
• Exhibit 49: Data Table on Private - Year-over-year growth 2022-2027 (%)
• 6.5 Market opportunity by Deployment
• Exhibit 50: Market opportunity by Deployment ($ million)

7 Customer Landscape

• 7.1 Customer landscape overview
• Exhibit 51: Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria

8 Geographic Landscape

• 8.1 Geographic segmentation
• Exhibit 52: Chart on Market share By Geographical Landscape 2022-2027 (%)
• Exhibit 53: Data Table on Market share By Geographical Landscape 2022-2027 (%)
• 8.2 Geographic comparison
• Exhibit 54: Chart on Geographic comparison
• Exhibit 55: Data Table on Geographic comparison
• 8.3 North America - Market size and forecast 2022-2027
• Exhibit 56: Chart on North America - Market size and forecast 2022-2027 ($ million)
• Exhibit 57: Data Table on North America - Market size and forecast 2022-2027 ($ million)
• Exhibit 58: Chart on North America - Year-over-year growth 2022-2027 (%)
• Exhibit 59: Data Table on North America - Year-over-year growth 2022-2027 (%)
• 8.4 Europe - Market size and forecast 2022-2027
• Exhibit 60: Chart on Europe - Market size and forecast 2022-2027 ($ million)
• Exhibit 61: Data Table on Europe - Market size and forecast 2022-2027 ($ million)
• Exhibit 62: Chart on Europe - Year-over-year growth 2022-2027 (%)
• Exhibit 63: Data Table on Europe - Year-over-year growth 2022-2027 (%)
• 8.5 APAC - Market size and forecast 2022-2027
• Exhibit 64: Chart on APAC - Market size and forecast 2022-2027 ($ million)
• Exhibit 65: Data Table on APAC - Market size and forecast 2022-2027 ($ million)
• Exhibit 66: Chart on APAC - Year-over-year growth 2022-2027 (%)
• Exhibit 67: Data Table on APAC - Year-over-year growth 2022-2027 (%)
• 8.6 Middle East and Africa - Market size and forecast 2022-2027
• Exhibit 68: Chart on Middle East and Africa - Market size and forecast 2022-2027 ($ million)
• Exhibit 69: Data Table on Middle East and Africa - Market size and forecast 2022-2027 ($ million)
• Exhibit 70: Chart on Middle East and Africa - Year-over-year growth 2022-2027 (%)
• Exhibit 71: Data Table on Middle East and Africa - Year-over-year growth 2022-2027 (%)
• 8.7 South America - Market size and forecast 2022-2027
• Exhibit 72: Chart on South America - Market size and forecast 2022-2027 ($ million)
• Exhibit 73: Data Table on South America - Market size and forecast 2022-2027 ($ million)
• Exhibit 74: Chart on South America - Year-over-year growth 2022-2027 (%)
• Exhibit 75: Data Table on South America - Year-over-year growth 2022-2027 (%)
• 8.8 US - Market size and forecast 2022-2027
• Exhibit 76: Chart on US - Market size and forecast 2022-2027 ($ million)
• Exhibit 77: Data Table on US - Market size and forecast 2022-2027 ($ million)
• Exhibit 78: Chart on US - Year-over-year growth 2022-2027 (%)
• Exhibit 79: Data Table on US - Year-over-year growth 2022-2027 (%)
• 8.9 Germany - Market size and forecast 2022-2027
• Exhibit 80: Chart on Germany - Market size and forecast 2022-2027 ($ million)
• Exhibit 81: Data Table on Germany - Market size and forecast 2022-2027 ($ million)
• Exhibit 82: Chart on Germany - Year-over-year growth 2022-2027 (%)
• Exhibit 83: Data Table on Germany - Year-over-year growth 2022-2027 (%)
• 8.10 China - Market size and forecast 2022-2027
• Exhibit 84: Chart on China - Market size and forecast 2022-2027 ($ million)
• Exhibit 85: Data Table on China - Market size and forecast 2022-2027 ($ million)
• Exhibit 86: Chart on China - Year-over-year growth 2022-2027 (%)
• Exhibit 87: Data Table on China - Year-over-year growth 2022-2027 (%)
• 8.11 France - Market size and forecast 2022-2027
• Exhibit 88: Chart on France - Market size and forecast 2022-2027 ($ million)
• Exhibit 89: Data Table on France - Market size and forecast 2022-2027 ($ million)
• Exhibit 90: Chart on France - Year-over-year growth 2022-2027 (%)
• Exhibit 91: Data Table on France - Year-over-year growth 2022-2027 (%)
• 8.12 Japan - Market size and forecast 2022-2027
• Exhibit 92: Chart on Japan - Market size and forecast 2022-2027 ($ million)
• Exhibit 93: Data Table on Japan - Market size and forecast 2022-2027 ($ million)
• Exhibit 94: Chart on Japan - Year-over-year growth 2022-2027 (%)
• Exhibit 95: Data Table on Japan - Year-over-year growth 2022-2027 (%)
• 8.13 Market opportunity By Geographical Landscape
• Exhibit 96: Market opportunity By Geographical Landscape ($ million)

9 Drivers, Challenges, and Trends

• 9.1 Market drivers
• 9.2 Market challenges
• 9.3 Impact of drivers and challenges
• Exhibit 97: Impact of drivers and challenges in 2022 and 2027
• 9.4 Market trends

10 Vendor Landscape

• 10.1 Overview
• 10.2 Vendor landscape
• Exhibit 98: Overview on Criticality of inputs and Factors of differentiation
• 10.3 Landscape disruption
• Exhibit 99: Overview on factors of disruption
• 10.4 Industry risks
• Exhibit 100: Impact of key risks on business

11 Vendor Analysis

• 11.1 Vendors covered
• Exhibit 101: Vendors covered
• 11.2 Market positioning of vendors
• Exhibit 102: Matrix on vendor position and classification
• 11.3 Accur8 Software
• Exhibit 103: Accur8 Software - Overview
• Exhibit 104: Accur8 Software - Product / Service
• Exhibit 105: Accur8 Software - Key offerings
• 11.4 Actian Corp.
• Exhibit 106: Actian Corp. - Overview
• Exhibit 107: Actian Corp. - Product / Service
• Exhibit 108: Actian Corp. - Key offerings
• 11.5 Alibaba Cloud
• Exhibit 109: Alibaba Cloud - Overview
• Exhibit 110: Alibaba Cloud - Product / Service
• Exhibit 111: Alibaba Cloud - Key offerings
• 11.6 Amazon.com Inc.
• Exhibit 112: Amazon.com Inc. - Overview
• Exhibit 113: Amazon.com Inc. - Business segments
• Exhibit 114: Amazon.com Inc. - Key news
• Exhibit 115: Amazon.com Inc. - Key offerings
• Exhibit 116: Amazon.com Inc. - Segment focus
• 11.7 Cloudera Inc.
• Exhibit 117: Cloudera Inc. - Overview
• Exhibit 118: Cloudera Inc. - Business segments
• Exhibit 119: Cloudera Inc. - Key offerings
• Exhibit 120: Cloudera Inc. - Segment focus
• 11.8 Google LLC
• Exhibit 121: Google LLC - Overview
• Exhibit 122: Google LLC - Business segments
• Exhibit 123: Google LLC - Key offerings
• Exhibit 124: Google LLC - Segment focus
• 11.9 Hewlett Packard Enterprise Co.
• Exhibit 125: Hewlett Packard Enterprise Co. - Overview
• Exhibit 126: Hewlett Packard Enterprise Co. - Business segments
• Exhibit 127: Hewlett Packard Enterprise Co. - Key news
• Exhibit 128: Hewlett Packard Enterprise Co. - Key offerings
• Exhibit 129: Hewlett Packard Enterprise Co. - Segment focus
• 11.10 Huawei Technologies Co. Ltd.
• Exhibit 130: Huawei Technologies Co. Ltd. - Overview
• Exhibit 131: Huawei Technologies Co. Ltd. - Business segments
• Exhibit 132: Huawei Technologies Co. Ltd. - Key offerings
• Exhibit 133: Huawei Technologies Co. Ltd. - Segment focus
• 11.11 International Business Machines Corp.
• Exhibit 134: International Business Machines Corp. - Overview
• Exhibit 135: International Business Machines Corp. - Business segments
• Exhibit 136: International Business Machines Corp. - Key offerings
• Exhibit 137: International Business Machines Corp. - Segment focus
• 11.12 Microsoft Corp.
• Exhibit 138: Microsoft Corp. - Overview
• Exhibit 139: Microsoft Corp. - Business segments
• Exhibit 140: Microsoft Corp. - Key news
• Exhibit 141: Microsoft Corp. - Key offerings
• Exhibit 142: Microsoft Corp. - Segment focus
• 11.13 Oracle Corp.
• Exhibit 143: Oracle Corp. - Overview
• Exhibit 144: Oracle Corp. - Business segments
• Exhibit 145: Oracle Corp. - Key news
• Exhibit 146: Oracle Corp. - Key offerings
• Exhibit 147: Oracle Corp. - Segment focus
• 11.14 Panoply Ltd.
• Exhibit 148: Panoply Ltd. - Overview
• Exhibit 149: Panoply Ltd. - Product / Service
• Exhibit 150: Panoply Ltd. - Key offerings
• 11.15 SAP SE
• Exhibit 151: SAP SE - Overview
• Exhibit 152: SAP SE - Business segments
• Exhibit 153: SAP SE - Key news
• Exhibit 154: SAP SE - Key offerings
• Exhibit 155: SAP SE - Segment focus
• 11.16 Snowflake Inc.
• Exhibit 156: Snowflake Inc. - Overview
• Exhibit 157: Snowflake Inc. - Product / Service
• Exhibit 158: Snowflake Inc. - Key offerings
• 11.17 Teradata Corp.
• Exhibit 159: Teradata Corp. - Overview
• Exhibit 160: Teradata Corp. - Business segments
• Exhibit 161: Teradata Corp. - Key offerings
• Exhibit 162: Teradata Corp. - Segment focus

12 Appendix

• 12.1 Scope of the report
• 12.2 Inclusions and exclusions checklist
• Exhibit 163: Inclusions checklist
• Exhibit 164: Exclusions checklist
• 12.3 Currency conversion rates for US$
• Exhibit 165: Currency conversion rates for US$
• 12.4 Research methodology
• Exhibit 166: Research methodology
• Exhibit 167: Validation techniques employed for market sizing
• Exhibit 168: Information sources
• 12.5 List of abbreviations
• Exhibit 169: List of abbreviations