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High Performance Computing and Data as a Service Market by Technology, Computing Type, Deployment Model, Use Case, Application, Sector (Consumer, Enterprise, Industrial, Government), Industry Vertical, and Region 2019-2024

  • ID: 4833969
  • Report
  • 389 Pages
  • Mind Commerce
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Computing on Demand Services, including HPC as a Service and Data as a Service, will Grow Rapidly in lock-step with Cloud Services Model Adoption

FEATURED COMPANIES

  • Amazon Web Services Inc.
  • Atos SE
  • Cisco Systems
  • DELL Technologies Inc.
  • Fujitsu Ltd
  • IBM Corporation
  • MORE

No longer solely the realm of supercomputers, the high-performance computing market is increasingly provided via cluster computing. By way of example, Hewlett Packard Enterprise provides a computational clustering solution in conjunction with Intel that represents HPC Infrastructure as a Service (IaaS). This particular HPC IaaS offering environment provides customized tenant clusters tailored to client and application requirements. Key to this particular solution is the intelligent use of APIs, which enable a high degree of flexibility and what HPE refers to as Dynamic Fabric Configuration.

These type of solutions, provided within a cloud-computing based “as a Service” model, allow HPC market offerings to be extended via HPC-as-a-Service (HPCaaS) to a much wider range of industry verticals and companies, thereby providing computational services to solve a much broader array of problems. Industry use cases are increasingly emerging that benefit from HPC-level computing, many of which benefit from split processing between localized device/platform and HPCaaS.

HPC currently suffers from an accessibility problem as well as inefficiencies and supercomputer skill gaps. Stated differently, the market for HPCaaS (e.g. access to high-performance computing services) currently suffers from problems related to the utilization, scheduling, and set-up time to run jobs on supercomputers. Some companies are leveraging artificial intelligence (AI) to improve HPC scheduling. As supercomputing resources are typically scarce and expensive, scheduling is important to ensure optimal computational workload scheduling. One company, Microsurgeonbot, Inc. (doing business as MSB.ai), which is developing a tool for setting up computing jobs for supercomputers. There is clearly a very long tail opportunity in HPC through Use of AI tools. HPCaaS will reach scale only through greater supercomputer accessibility.

Data produced by HPC is often difficult to use or even useless at times. Data needs to be managed and presented in a manner that is useful as information. Data as a Service (DaaS) represents a service model in which data is transformed into useful information. DaaS is one part of the larger Everything as a Service (XaaS) cloud computing based services model, including the traditional three horizontals of SaaS (Software as a Service), PaaS (Platform as a Service), and IaaS (Infrastructure as a Service). It intersects with all three and derives value from a number of different horizontals and verticals.

Vendor managed DaaS systems provide necessary scalability and security for sustainable services execution. DaaS is expected to grow significantly in the near future due to a few dominant themes including cloud-based infrastructure/services, enterprise data syndication, and the consumer services trend towards XaaS. In addition to leveraging big data analytics, another approach to transform data into useful information is through the use of AI. One of the important growth areas for the DaaS market is to leverage AI to offer value-added data in a “Decisions as a Service” model.

This research evaluates the HPC market including companies, solutions, use cases, and applications. The analysis includes HPC by organizational size, software and system type, server type, and price band, and industry verticals. It also assesses the market for integration of various artificial intelligence technologies in HPC. It also evaluates the exascale-level HPC market including analysis by component, hardware type, service type, and industry vertical. It also provides HPC market sizing by component, hardware type, service type, and industry vertical from 2019 to 2024.

This research also evaluates the technologies, companies, strategies, and solutions for DaaS. It assesses business opportunities for enterprise use of own data, others data, and combination of both. It analyzes opportunities for enterprise to monetize their own data through various third-party DaaS offerings. It evaluates opportunities for DaaS in major industry verticals as well as the future outlook for emerging data monetization. Forecasts include global and regional projections by Sector, Data Collection, Source, and Structure from 2019 to 2024.

Target Audience:

  • ICT service providers
  • Data services companies
  • Cloud services companies
  • Managed service providers
  • ICT infrastructure providers
  • Data infrastructure providers
Note: Product cover images may vary from those shown
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FEATURED COMPANIES

  • Amazon Web Services Inc.
  • Atos SE
  • Cisco Systems
  • DELL Technologies Inc.
  • Fujitsu Ltd
  • IBM Corporation
  • MORE

High-Performance Computing (HPC) Market by Component, Infrastructure, Services, Price Band, HPC Applications, Deployment Type, and Region 2019 – 2024

1 Executive Summary

2 Introduction
2.1 Next Generation Computing
2.2 High-Performance Computing
2.2.1 HPC Technology
2.2.1.1 Supercomputers
2.2.1.2 Computer Clustering
2.2.2 Exascale Computation
2.2.2.1 United States
2.2.2.2 China
2.2.2.3 Europe
2.2.2.4 Japan
2.2.2.5 India
2.2.2.6 Taiwan
2.2.3 High-Performance Technical Computing
2.2.4 Market Segmentation Considerations
2.2.5 Use Cases and Application Areas
2.2.5.1 Computer-Aided Engineering
2.2.5.2 Government
2.2.5.3 Financial Services
2.2.5.4 Education and Research
2.2.5.5 Manufacturing
2.2.5.6 Media and Entertainment
2.2.5.7 Electronic Design Automation
2.2.5.8 Bio-Sciences and Healthcare
2.2.5.9 Energy Management and Utilities
2.2.5.10 Earth Science
2.2.6 Regulatory Framework
2.2.7 Value Chain Analysis
2.2.8 AI to Drive HPC Performance and Adoption

3 High-Performance Computing Market Analysis and Forecast
3.1 Global High-Performance Computing Market 2019 – 2024
3.1.1 Total High-Performance Computing Market
3.1.2 High Performance Computing Market by Component
3.1.2.1 High Performance Computing Market by Hardware and Infrastructure Type
3.1.2.1.1 High Performance Computing Market by Server Type
3.1.2.2 High Performance Computing Market by Software and System Type
3.1.2.3 High Performance Computing Market by Professional Service Type
3.1.3 High Performance Computing Market by Deployment Type
3.1.4 High Performance Computing Market by Organization Size
3.1.5 High Performance Computing Market by Server Price Band
3.1.6 High Performance Computing Market by Application Type
3.1.6.1 High Performance Technical Computing Market by Industry Vertical
3.1.6.2 Critical High Performance Business Computing Market by Industry Vertical
3.1.7 High Performance Computing Deployment Options: Supercomputer vs. Clustering
3.1.8 High Performance Computing as a Service (HPCaaS)
3.1.9 AI Powered High Performance Computing Market
3.1.10.1 AI Powered High Performance Computing Market by Component
3.1.11.2 AI Powered High Performance Computing Market by AI Technology
3.2 Regional High Performance Computing Market 2019 – 2024
3.2.1 High Performance Computing Market by Region
3.2.2 North America High Performance Computing Market by Component, Deployment, Organization, Server Price Band, Application, Industry Vertical, and Country
3.2.3 Europe High Performance Computing Market by Component, Deployment, Organization, Server Price Band, Application, Industry Vertical, and Country
3.2.4 APAC High Performance Computing Market by Component, Deployment, Organization, Server Price Band, Application, Industry Vertical, and Country
3.2.5 MEA High Performance Computing Market by Component, Deployment, Organization, Server Price Band, Application, Industry Vertical, and Country
3.2.6 Latin America High Performance Computing Market by Component, Deployment, Organization, Server Price Band, Application, Industry Vertical, and Country
3.2.7 High Performance Computing Market by Top Ten Country
3.3 Exascale Computing Market
3.3.1 Exascale Computing Driven HPC Market by Component
3.3.2 Exascale Computing Driven HPC Market by Hardware Type
3.3.3 Exascale Computing Driven HPC Market by Service Type
3.3.4 Exascale Computing Driven HPC Market by Industry Vertical
3.3.1 Exascale Computing as a Service

4 High-Performance Computing Company Analysis
4.1 HPC Vendor Ecosystem
4.2 Leading HPC Companies
4.2.1 Amazon Web Services Inc.
4.2.2 Atos SE
4.2.3 Advanced Micro Devices Inc.
4.2.4 Cisco Systems
4.2.5 DELL Technologies Inc.
4.2.6 Fujitsu Ltd
4.2.7 Hewlett Packard Enterprise
4.2.8 IBM Corporation
4.2.9 Intel Corporation
4.2.10 Microsoft Corporation
4.2.11 NEC Corporation
4.2.12 NVIDIA
4.2.13 Rackspace Inc.

5 Conclusions and Recommendations

6 Appendix: Future of Computing
6.1 Quantum Computing
6.1.1 Quantum Computing Technology
6.1.2 Quantum Computing Considerations
6.1.3 Market Challenges and Opportunities
6.1.4 Recent Developments
6.1.5 Quantum Computing Value Chain
6.1.6 Quantum Computing Applications
6.1.7 Competitive Landscape
6.1.8 Government Investment in Quantum Computing
6.1.9 Quantum Computing Stakeholders by Country
6.1.10 Other Future Computing Technologies
6.1.10.1 Swarm Computing
6.1.10.2 Neuromorphic Computing
6.1.10.3 Biocomputing
6.2 Market Drivers for Future Computing Technologies
6.2.1 Efficient Computation and High-Speed Storage
6.2.2 Government and Private Initiatives
6.2.3 Flexible Computing
6.2.4 AI-enabled, High-Performance Embedded Devices, Chipsets, and ICs
6.2.5 Cost-Effective Computing powered by Pay-as-you-go Model
6.3 Future Computing Market Challenges
6.3.1 Data Security Concerns in Virtualized and Distributed Cloud
6.3.2 Funding Constrains R&D Activities
6.3.3 Lack of Skilled Professionals across the Sector
6.3.4 Absence of Uniformity among NGC Branches including Data Format
 
List of Figures
Figure 1: Global High-Performance Computing Market 2019 – 2024
Figure 2: Global High Performance Computing Market Yearly Growth 2019 – 2024
Figure 3: Global HPCaaS (HPC as a Service) Market 2019 – 2024
Figure 4: Global AI Powered High Performance Computing Market 2019 – 2024
Figure 5: Global AI Powered High Performance Computing Market Share 2019 – 2024
Figure 6: North America AI Powered High Performance Computing Market 2019 – 2024
Figure 7: Europe AI Powered High Performance Computing Market 2019 – 2024
Figure 8: APAC AI Powered High Performance Computing Market 2019 – 2024
Figure 9: MEA AI Powered High Performance Computing Market 2019 – 2024
Figure 10: Latin America AI Powered High Performance Computing Market 2019 – 2024
Figure 11: High Performance Computing Market Share by Top Ten Country 2019 – 2024
Figure 12: Global Exascale Computing as a Service Market 2019 – 2024
Figure 13: AWS Serverless Architecture
Figure 14: AWS Lambda Work Process
Figure 15: PRIMEFLEX HPC Architecture
Figure 16: Microsoft Azure Serverless Architecture
Figure 17: Hybrid HPC Architecture
Figure 18: Rackspace HPC Cloud Architecture
Figure 19: Future Computing Framework
Figure 20: Quantum Computing Impact Sector
Figure 21: Quantum Computing Value Chain
Figure 22: Quantum Computing Applications
Figure 23: Quantum Computing Competitive Landscape

List of Tables
Table 1: Global High Performance Computing Market by Component 2019 – 2024
Table 2: Global High Performance Computing Market Share by Component 2019 – 2024
Table 3: Global High Performance Computing Market by Hardware and Infrastructure Type 2019 – 2024
Table 4: Global High Performance Computing Market Share by Hardware and Infrastructure Type 2019 – 2024
Table 5: Global High Performance Computing Market by Server Type 2019 – 2024
Table 6: Global High Performance Computing Market Share by Server Type 2019 – 2024
Table 7: Global High Performance Computing Market by Software and System Type 2019 – 2024
Table 8: Global High Performance Computing Market Share by Software and System Type 2019 – 2024
Table 9: Global High Performance Computing Market by Professional Service Type 2019 – 2024
Table 10: Global High Performance Computing Market Share by Professional Service Type 2019 – 2024
Table 11: Global High Performance Computing Market by Deployment Type 2019 – 2024
Table 12: Global High Performance Computing Market Share by Deployment Type 2019 – 2024
Table 13: Global High Performance Computing Market by Organization Size 2019 – 2024
Table 14: Global High Performance Computing Market Share by Organization Size 2019 – 2024
Table 15: Global High Performance Computing Market by Server Price Band 2019 – 2024
Table 16: Global High Performance Computing Market Share by Server Price Band 2019 – 2024
Table 17: Global High Performance Computing Market by Application Type 2019 – 2024
Table 18: Global High Performance Computing Market Share by Application Type 2019 – 2024
Table 19: Global High Performance Technical Computing Market by Industry Vertical 2019 – 2024
Table 20: Global High Performance Technical Computing Market Share by Industry Vertical 2019 – 2024
Table 21: Global High Performance Business Computing Market by Industry Vertical 2019 – 2024
Table 22: Global High Performance Business Computing Market Share by Industry Vertical 2019 – 2024
Table 23: Global HPC Deployment - Supercomputer vs. Clustering 2019 – 2024
Table 24: Global HPCaaS Market by Industry Vertical 2019 – 2024
Table 25: Global AI Powered High Performance Computing Market by Component 2019 – 2024
Table 26: Global AI Powered High Performance Computing Market Share by Component 2019 – 2024
Table 27: Global AI Powered High Performance Computing Market by AI Technology 2019 – 2024
Table 28: Global AI Powered High Performance Computing Market Share by AI Technology 2019 – 2024
Table 29: High Performance Computing Market by Region 2019 – 2024
Table 30: High Performance Computing Market Share by Region 2019 – 2024
Table 31: North America High Performance Computing Market by Component 2019 – 2024
Table 32: North America High Performance Computing Market by Hardware and Infrastructure Type 2019 – 2024
Table 33: North America High Performance Computing Market by Server Type 2019 – 2024
Table 34: North America High Performance Computing Market by Software and System Type 2019 – 2024
Table 35: North America High Performance Computing Market by Professional Service Type 2019 – 2024
Table 36: North America High Performance Computing Market by Deployment Type 2019 – 2024
Table 37: North America High Performance Computing Market by Organization Size 2019 – 2024
Table 38: North America High Performance Computing Market by Server Price Band 2019 – 2024
Table 39: North America High Performance Computing Market by Application Type 2019 – 2024
Table 40: North America High Performance Technical Computing Market by Industry Vertical 2019 – 2024
Table 41: North America High Performance Business Computing Market by Industry Vertical 2019 – 2024
Table 42: North America AI Powered High Performance Computing Market by Component 2019 – 2024
Table 43: North America AI Powered High Performance Computing Market by AI Technology 2019 – 2024
Table 44: North America High Performance Computing Market by Country 2019 – 2024
Table 45: North America High Performance Computing Market Share by Country 2019 – 2024
Table 46: Europe High Performance Computing Market by Component 2019 – 2024
Table 47: Europe High Performance Computing Market by Hardware and Infrastructure Type 2019 – 2024
Table 48: Europe High Performance Computing Market by Server Type 2019 – 2024
Table 49: Europe High Performance Computing Market by Software and System Type 2019 – 2024
Table 50: Europe High Performance Computing Market by Professional Service Type 2019 – 2024
Table 51: Europe High Performance Computing Market by Deployment Type 2019 – 2024
Table 52: Europe High Performance Computing Market by Organization Size 2019 – 2024
Table 53: Europe High Performance Computing Market by Server Price Band 2019 – 2024
Table 54: Europe High Performance Computing Market by Application Type 2019 – 2024
Table 55: Europe High Performance Technical Computing Market by Industry Vertical 2019 – 2024
Table 56: Europe High Performance Business Computing Market by Industry Vertical 2019 – 2024
Table 57: Europe AI Powered High Performance Computing Market by Component 2019 – 2024
Table 58: Europe AI Powered High Performance Computing Market by AI Technology 2019 – 2024
Table 59: Europe High Performance Computing Market by Country 2019 – 2024
Table 60: Europe High Performance Computing Market Share by Country 2019 – 2024
Table 61: APAC High Performance Computing Market by Component 2019 – 2024
Table 62: APAC High Performance Computing Market by Hardware and Infrastructure Type 2019 – 2024
Table 63: APAC High Performance Computing Market by Server Type 2019 – 2024
Table 64: APAC High Performance Computing Market by Software and System Type 2019 – 2024
Table 65: APAC High Performance Computing Market by Professional Service Type 2019 – 2024
Table 66: APAC High Performance Computing Market by Deployment Type 2019 – 2024
Table 67: APAC High Performance Computing Market by Organization Size 2019 – 2024
Table 68: APAC High Performance Computing Market by Server Price Band 2019 – 2024
Table 69: APAC High Performance Computing Market by Application Type 2019 – 2024
Table 70: APAC High Performance Technical Computing Market by Industry Vertical 2019 – 2024
Table 71: APAC High Performance Business Computing Market by Industry Vertical 2019 – 2024
Table 72: APAC AI Powered High Performance Computing Market by Component 2019 – 2024
Table 73: APAC AI Powered High Performance Computing Market by AI Technology 2019 – 2024
Table 74: APAC High Performance Computing Market by Country 2019 – 2024
Table 75: APAC High Performance Computing Market Share by Country 2019 – 2024
Table 76: MEA High Performance Computing Market by Component 2019 – 2024
Table 77: MEA High Performance Computing Market by Hardware and Infrastructure Type 2019 – 2024
Table 78: MEA High Performance Computing Market by Server Type 2019 – 2024
Table 79: MEA High Performance Computing Market by Software and System Type 2019 – 2024
Table 80: MEA High Performance Computing Market by Professional Service Type 2019 – 2024
Table 81: MEA High Performance Computing Market by Deployment Type 2019 – 2024
Table 82: MEA High Performance Computing Market by Organization Size 2019 – 2024
Table 83: MEA High Performance Computing Market by Server Price Band 2019 – 2024
Table 84: MEA High Performance Computing Market by Application Type 2019 – 2024
Table 85: MEA High Performance Technical Computing Market by Industry Vertical 2019 – 2024
Table 86: MEA High Performance Business Computing Market by Industry Vertical 2019 – 2024
Table 87: MEA AI Powered High Performance Computing Market by Component 2019 – 2024
Table 88: MEA AI Powered High Performance Computing Market by AI Technology 2019 – 2024
Table 89: MEA High Performance Computing Market by Country 2019 – 2024
Table 90: MEA High Performance Computing Market Share by Country 2019 – 2024
Table 91: Latin America High Performance Computing Market by Component 2019 – 2024
Table 92: Latin America High Performance Computing Market by Hardware and Infrastructure Type 2019 – 2024
Table 93: Latin America High Performance Computing Market by Server Type 2019 – 2024
Table 94: Latin America High Performance Computing Market by Software and System Type 2019 – 2024
Table 95: Latin America High Performance Computing Market by Professional Service Type 2019 – 2024
Table 96: Latin America High Performance Computing Market by Deployment Type 2019 – 2024
Table 97: Latin America High Performance Computing Market by Organization Size 2019 – 2024
Table 98: Latin America High Performance Computing Market by Server Price Band 2019 – 2024
Table 99: Latin America High Performance Computing Market by Application Type 2019 – 2024
Table 100: Latin America High Performance Technical Computing Market by Industry Vertical 2019 – 2024
Table 101: Latin America High Performance Business Computing Market by Industry Vertical 2019 – 2024
Table 102: Latin America AI Powered High Performance Computing Market by Component 2019 – 2024
Table 103: Latin America AI Powered High Performance Computing Market by AI Technology 2019 – 2024
Table 104: Latin America High Performance Computing Market by Country 2019 – 2024
Table 105: Latin America High Performance Computing Market Share by Country 2019 – 2024
Table 106: High Performance Computing Market by Top Ten Country 2019 – 2024
Table 107: Global Exascale Computing Driven HPC Market by Component 2019 – 2024
Table 108: Global Exascale Computing Driven HPC Market by Hardware Type 2019 – 2024
Table 109: Global Exascale Computing Driven HPC Market by Service Type 2019 – 2024
Table 110: Global Exascale Computing Driven HPC Market by Industry Vertical 2019 – 2024
Table 111: Global Exascale as a Service Market by Industry Vertical 2019 – 2024
Table 112: Quantum Computing Local Stakeholder

Data as a Service (DaaS) Market: Enterprise, Industrial, Public, and Government DaaS 2019 – 2024
 
1.0 Executive Summary
1.1 Global Data as a Service Market
1.2 Data as a Service Market by Data Type
1.3 Data as a Service Market by Region

2.0 Data as a Service Technologies
2.1 Cloud Computing and DaaS
2.2 Database Approaches and Solutions
2.2.1 Relational Database Management System
2.2.2 NoSQL
2.2.3 Hadoop
2.2.4 High Performance Computing Cluster
2.2.5 OpenStack
2.3 Data as a Service and the XaaS Ecosystem
2.4 Open Data Center Alliance
2.5 Market Sizing by Horizontal

3.0 Data as a Service Market
3.1 Market Overview
3.1.1 Understanding Data as a Service
3.1.2 Data Structure
3.1.3 Specialization
3.1.4 Vendors
3.2 Vendor Analysis and Prospects
3.2.1 Large Vendors
3.2.2 Mid-sized Vendors
3.2.3 Small Vendors
3.2.4 Market Sizing
3.3 Data as a Service Market Drivers and Constraints
3.3.1 Data as a Service Market Drivers
3.3.1.1 Business Intelligence and DaaS Integration
3.3.1.2 The Cloud Enabler DaaS
3.3.1.3 XaaS Drives DaaS
3.3.2 Data as a Service Market Constraints
3.3.2.1 Need for Data Integration
3.3.2.2 Issues Relating to Data-as-a-Service Integration
3.4 Barriers and Challenges to DaaS Adoption
3.4.1 Enterprises Reluctance to Change
3.4.2 Responsibility of Data Security Externalized
3.4.3 Security Concerns
3.4.4 Cyber Attacks
3.4.5 Unclear Agreements
3.4.6 Complexity is a Deterrent
3.4.7 Lack of Cloud Interoperability
3.4.8 Service Provider Resistance to Audits
3.4.9 Viability of Third-party Providers
3.4.10 No Move of Systems and Data is without Cost
3.4.11 Lack of Integration Features in the Public Cloud results in Reduced Functionality
3.5 Market Share and Geographic Influence
3.6 Vendors

4.0 Data as a Service Strategies
4.1 General Strategies
4.1.1 Tiered Data Focus
4.1.2 Value-based Pricing
4.1.3 Open Development Environment
4.2 Strategies for Emerging Market Opportunities
4.2.1 Communication Service Providers and DaaS
4.2.1.1 Service Ecosystem and Platforms
4.2.1.2 Bringing to Together Multiple Sources for Mash-ups
4.2.1.3 Developing Value-added Services as Proof Points
4.2.1.4 Open Access to all Entities including Competitors
4.2.2 Internet of Things and Data as a Service
4.2.2.1 Data as a Service is a Perfect Match for IoT
4.2.2.2 IoT Management for DaaS
4.2.2.3 Integrating IoT Data for DaaS
4.2.2.4 IoT Data as a Service requires Data Mediation
4.2.3 Edge Networks and Data as a Service
4.2.3.1 Mobile Edge Computing
4.2.3.2 Data from the Edge: MEC and Data as a Service
4.3 Service Provider Strategies
4.3.1 Telecom Network Operators
4.3.2 Data Center Providers
4.3.3 Managed Service Providers
4.4 Infrastructure Provider Strategies
4.4.1 Enable New Business Models
4.5 Application Developer Strategies

5.0 Data as a Service Applications
5.1 Business Intelligence
5.2 Development Environments
5.3 Verification and Authorization
5.4 Reporting and Analytics
5.5 Data as a Service in Healthcare
5.6 Data as a Service and Wearable Technology
5.7 Data as a Service in the Government Sector
5.8 Data as a Service for Media and Entertainment
5.9 Data as a Service for Telecoms
5.10 Data as a Service for Insurance
5.11 Data as a Service for Utilities and Energy Sector
5.12 Data as a Service for Pharmaceuticals
5.13 Data as a Service for Financial Services

6.0 Market Outlook and Future of Data as a Service
6.1 Security Concerns
6.2 Cloud Trends
6.2.1 Hybrid Computing
6.2.2 Multi-Cloud
6.2.3 Cloud Bursting
6.3 General Data Trends
6.4 Enterprise Leverages own Data and Telecom
6.4.1 Web APIs
6.4.2 SOA and Enterprise APIs
6.4.3 Cloud APIs
6.4.4 Telecom APIs
6.5 Data Federation Emerges for Data as a Service

7.0 Data as a Service Market Analysis and Forecasts 2019 – 2024
7.1 DaaS Market by Sector: Business, Public, and Government
7.1.1 DaaS Market for Public Data
7.1.2 DaaS Market for Business Data (Enterprise and Industrial)
7.1.3 DaaS Market for Government Data
7.2 DaaS Market by Source: Machine and Non-Machine Data
7.3 DaaS Market by Data Collection: IoT and Non-IoT Data
7.4 DaaS Markets by Hosting Type: Private, Public, and Hybrid
7.5 DaaS Markets by Pricing Model
7.6 DaaS Market by Service
7.7 DaaS Markets by Industry Vertical

8.0 Regional DaaS Market Analysis and Forecasts 2019 – 2024
8.1 North America Data as a Service Market
8.1.1 North America: DaaS Market by Sector (Business, Public, and Government)
8.1.2 North America: DaaS Market for Public Data
8.1.2.1 North America: DaaS Markets by Solution using Public Data
8.1.3 North America: DaaS Market for Business Data
8.1.3.1 DaaS Markets by Solution using Business Data
8.1.4 North America: DaaS Market by Data Source (Machine and Non-machine)
8.1.5 North America: DaaS Market by Data Collection Type
8.1.6 North America: DaaS Markets Hosting Type
8.1.7 North America: DaaS Markets by Pricing Model
8.1.8 North America: DaaS Market by Service
8.1.9 North America: DaaS Market by Industry Vertical
8.2 South America Data as a Service Market
8.2.1 South America: DaaS Market by Sector (Business, Public, and Government)
8.2.2 South America: DaaS Market for Public Data
8.2.2.1 South America: DaaS Market Solution using Public Data
8.2.3 South America: DaaS Market for Business Data
8.2.3.1 DaaS Market by Solution using Business Data
8.2.4 South America: DaaS Market by Data Source Type
8.2.5 South America: DaaS Market by Data Collection Type
8.2.6 South America: DaaS Market Hosting Type
8.2.7 South America: DaaS Market by Pricing Model
8.2.8 South America: DaaS Market by Service
8.2.9 South America: DaaS Market by Industry Vertical
8.3 Western Europe Data as a Service Market
8.3.1 Western Europe: DaaS Market by Sector (Business, Public, and Government)
8.3.2 Western Europe: DaaS Market for Public Data
8.3.2.1 Western Europe: DaaS Market by Solution using Public Data
8.3.3 Western Europe: DaaS Market for Business Data
8.3.3.1 DaaS Market by Solution using Business Data
8.3.4 Western Europe: DaaS Market by Data Source Type
8.3.5 Western Europe: DaaS Market by Data Collection Type
8.3.6 Western Europe: DaaS Market Hosting Type
8.3.7 Western Europe: DaaS Market by Pricing Model
8.3.8 Western Europe: DaaS Market by Service
8.3.9 Western Europe: DaaS Market by Industry Vertical
8.4 Central & Eastern European Data as a Service Market
8.4.1 Central & Eastern Europe: DaaS Market by Sector (Business, Public, and Government)
8.4.2 Central and Eastern Europe: DaaS Market for Public Data
8.4.2.1 Central and Eastern Europe: DaaS Market by Solution using Public Data
8.4.3 Central and Eastern Europe: DaaS Market for Business Data
8.4.3.1 DaaS Market by Solution using Business Data
8.4.4 Central and Eastern Europe: DaaS Market by Data Source Type
8.4.5 Central and Eastern Europe: DaaS Market by Data Collection Type
8.4.6 Central and Eastern Europe: DaaS Markets Hosting Type
8.4.7 Central and Eastern Europe: DaaS Markets by Pricing Model
8.4.8 Central and Eastern Europe: DaaS Markets by Service
8.4.9 Central and Eastern Europe: DaaS Markets by Industry Vertical
8.5 Asia Pacific Data as a Service Market
8.5.1 Asia Pacific: DaaS Market by Sector (Business, Public, and Government)
8.5.2 Asia Pacific: DaaS Market for Public Data
8.5.2.1 Asia Pacific: DaaS Market by Solution using Public Data
8.5.3 Asia Pacific: DaaS Market for Business Data
8.5.3.1 DaaS Market by Solution using Business Data
8.5.4 Asia Pacific: DaaS Market by Data Source Type
8.5.5 Asia Pacific: DaaS Market by Data Collection Type
8.5.6 Asia Pacific: DaaS Market by Hosting Type
8.5.7 Asia Pacific: DaaS Markets by Pricing Model
8.5.8 Asia Pacific: DaaS Markets by Service
8.5.9 Asia Pacific: DaaS Market by Industry Vertical
8.6 Middle East and Africa Data as a Service Market
8.6.1 Middle East and Africa: DaaS Market by Sector (Business, Public, and Government)
8.6.2 Middle East & Africa: DaaS Market for Public Data
8.6.2.1 Middle East & Africa: DaaS Market by Solution using Public Data
8.6.3 Middle East & Africa: DaaS Market for Business Data
8.6.3.1 DaaS Market by Solution using Business Data
8.6.4 Middle East & Africa: DaaS Market by Data Source Type
8.6.5 Middle East & Africa: DaaS Market by Data Collection Type
8.6.6 Middle East & Africa: DaaS Markets Hosting Type
8.6.7 Middle East & Africa: DaaS Markets by Pricing Model
8.6.8 Middle East & Africa: DaaS Markets by Service
8.6.9 Middle East & Africa: DaaS Markets by Industry Vertical

9.0 Conclusions and Recommendations
9.1.1 Data as a Service and IoT
9.1.2 Data as a Service and CSP Data
9.1.3 Data as a Service and Enterprise

10.0 Appendix
10.1 Structured vs. Unstructured Data
10.1.1 Structured Database Services in Telecom
10.1.2 Unstructured Database Services in Telecom and Enterprise
10.1.3 Emerging Hybrid (Structured/Unstructured) Database Services
10.2 Data Architecture and Functionality
10.2.1 Data Architecture
10.2.1.1 Data Models and Modelling
10.2.1.2 DaaS Architecture
10.2.2 Data Mart vs. Data Warehouse
10.2.3 Data Gateway
10.2.4 Data Mediation
10.3 Data Governance
10.3.1 Data Security
10.3.2 Data Quality
10.3.3 Data Integration
10.4 Master Data Management
10.4.1 Understanding MDM
10.4.1.1 Transactional vs. Non-transactional Data
10.4.1.2 Reference vs. Analytics Data
10.4.2 MDM and DaaS
10.4.2.1 Data Acquisition and Provisioning
10.4.2.2 Data Warehousing and Business Intelligence
10.4.2.3 Analytics and Virtualization
10.4.2.4 Data Governance
10.5 Data Mining
10.5.1 Data Capture
10.5.1.1 Event Detection
10.5.1.2 Capture Methods
10.5.2 Data Mining Tools

List of Figures
Figure 1: Global Market for Data as a Service 2019 – 2024
Figure 2: Data as a Service Market by Data Type 2019 – 2024
Figure 3: Data as a Service Market by Region 2019 – 2024
Figure 4: Cloud Computing Service Model
Figure 5: Data as a Service Vertical and Horizontal Markets
Figure 6: Data as a Service Revenue by Region 2018 to 2023
Figure 7: Data as a Service Types and Functions
Figure 8: Ecosystem and Platform Models
Figure 9: Data as a Service need for Data Mediation
Figure 10: DaaS Mediation Use Case: Smartgrid
Figure 11: Internet of Things and Data as a Service
Figure 12: Telecom API Value Chain for DaaS
Figure 13: DaaS Verification and Authorization
Figure 14: Data as a Service Foundation is SOA
Figure 15: Cloud Services rely upon DaaS and APIs
Figure 16: Federated Data vs. Non-Federated Models
Figure 17: Federated Data at Functional Level
Figure 18: Federated Data at City Level
Figure 19: Federated Data at Global Level
Figure 20: Federation Requires Mediation Data
Figure 21: Mediation Data Synchronization
Figure 22: DaaS Market by Sector (Business, Public, and Government) 2019 – 2024
Figure 23: DaaS Market by Public Data sourced Solution 2019 – 2024
Figure 24: DaaS Market by Public Data sourced Solution 2019 – 2024
Figure 25: DaaS Market for Business Data 2019 – 2024
Figure 26: DaaS Market by type of Solutions using Business Data 2019 – 2024
Figure 27: DaaS Market for Government Data 2019 – 2024
Figure 28: DaaS Market by Source (Machine vs. Non-machine Data) 2019 – 2024
Figure 29: DaaS Market by Data Collection (IoT vs. Non-IoT Data) 2019 – 2024
Figure 30: DaaS Market by Hosting Type (Private, Public, and Hybrid) 2019 – 2024
Figure 31: DaaS Market by Pricing Model 2019 – 2024
Figure 32: DaaS Market by Service Type 2019 – 2024
Figure 33: DaaS Market Industry Vertical 2019 – 2024
Figure 34: North America DaaS by Sector 2019 – 2024
Figure 35: North America DaaS Market by Public Data Type 2019 – 2024
Figure 36: North America DaaS Market by Solution using Public Data 2019 – 2024
Figure 37: North America DaaS Market by Enterprise and Industrial Data 2019 – 2024
Figure 38: North America DaaS Market by Business Data Solution 2019 – 2024
Figure 39: North America: DaaS Market by Data Source Type 2019 – 2024
Figure 40: North America DaaS Market by Data Collection Type 2019 – 2024
Figure 41: North America DaaS Market by Hosting Type 2019 – 2024
Figure 42: North America DaaS Market by Pricing Model 2019 – 2024
Figure 43: North America DaaS Market by Service 2019 – 2024
Figure 44: North America DaaS Market by Industry Vertical 2019 – 2024
Figure 45: South America DaaS Market by Sector 2019 – 2024
Figure 46: South America DaaS Market by Public Data Type 2019 – 2024
Figure 47: South America DaaS Market by Solution using Public Data 2019 – 2024
Figure 48: South America DaaS Market by Enterprise and Industrial Data 2019 – 2024
Figure 49: South America DaaS Market by Solution using Business Data 2019 – 2024
Figure 50: South America DaaS Market by Data Source Type 2019 – 2024
Figure 51: South America DaaS Market by Data Collection Type 2019 – 2024
Figure 52: South America DaaS Market by Hosting Type 2019 – 2024
Figure 53: South America DaaS Market by Pricing Model 2019 – 2024
Figure 54: South America DaaS Market by Service 2019 – 2024
Figure 55: South America DaaS Market by Industry Vertical 2019 – 2024
Figure 56: Western Europe DaaS Market by Sector 2019 – 2024
Figure 57: Western Europe DaaS Market by Public Data Type 2019 – 2024
Figure 58: Western Europe DaaS Market by Solution using Public Data 2019 – 2024
Figure 59: Western Europe DaaS Market by Enterprise and Industrial Data 2019 – 2024
Figure 60: Western Europe DaaS Market by Solution using Business Data 2019 – 2024
Figure 61: Western Europe DaaS Market by Data Source Type 2019 – 2024
Figure 62: Western Europe DaaS Market by Data Collection Type 2019 – 2024
Figure 63: Western Europe DaaS Market by Hosting Type 2019 – 2024
Figure 64: Western Europe: DaaS Market by Pricing Model 2019 – 2024
Figure 65: Western Europe DaaS Market by Services 2019 – 2024
Figure 66: Western Europe DaaS Market by Industry Vertical 2019 – 2024
Figure 67: Central & Eastern Europe DaaS Market by Sector 2019 – 2024
Figure 68: Central & Eastern Europe DaaS Market by Public Data Type 2019 – 2024
Figure 69: Central & Eastern Europe DaaS Market by Solution using Public Data 2019 – 2024
Figure 70: Central & Eastern Europe DaaS Market for Business Data 2019 – 2024
Figure 71: Central & Eastern Europe DaaS Market by Solution using Business Data 2019 – 2024
Figure 72: Central & Eastern Europe DaaS Market by Data Source Type 2019 – 2024
Figure 73: Central & Eastern Europe DaaS Market by Data Collection Type 2019 – 2024
Figure 74: Central & Eastern Europe DaaS Market by Hosting Type 2019 – 2024
Figure 75: Central & Eastern Europe DaaS Market by Pricing Model 2019 – 2024
Figure 76: Central & Eastern Europe DaaS Market Service 2019 – 2024
Figure 77: Central & Eastern Europe DaaS Market by Industry Vertical 2019 – 2024
Figure 78: Asia Pacific DaaS Market by Sector 2019 – 2024
Figure 79: Asia Pacific DaaS Market by Public Data Type 2019 – 2024
Figure 80: Asia Pacific DaaS Market by Solution using Public Data 2019 – 2024
Figure 81: Asia Pacific DaaS Market for Business Data 2019 – 2024
Figure 82: Asia Pacific DaaS Market by Solution using Business Data 2019 – 2024
Figure 83: Asia Pacific DaaS Market by Data Source Type 2019 – 2024
Figure 84: Asia Pacific DaaS Market by Data Collection Type 2019 – 2024
Figure 85: Asia Pacific DaaS Market by Hosting Type 2019 – 2024
Figure 86: Asia Pacific DaaS Market by Pricing Model 2019 – 2024
Figure 87: Asia Pacific DaaS Market by Service 2019 – 2024
Figure 88: Asia Pacific DaaS Market by Industry Vertical 2019 – 2024
Figure 89: Middle East & Africa DaaS Market by Sector 2019 – 2024
Figure 90: Middle East & Africa DaaS Market by Public Data Type 2019 – 2024
Figure 91: Middle East & Africa DaaS Market by Solution using Public Data 2019 – 2024
Figure 92: Middle East & Africa DaaS Market for Business Data 2019 – 2024
Figure 93: Middle East & Africa DaaS Market by Solution using Business Data 2019 – 2024
Figure 94: Middle East & Africa DaaS Market by Data Source Type 2019 – 2024
Figure 95: Middle East & Africa DaaS Market by Data Collection Type 2019 – 2024
Figure 96: Middle East & Africa DaaS Market by Hosting Type 2019 – 2024
Figure 97: Middle East & Africa DaaS Market by Pricing Model 2019 – 2024
Figure 98: Middle East & Africa DaaS Market by Service 2019 – 2024
Figure 99: Middle East & Africa DaaS Market Industry Vertical 2019 – 2024
Figure 100: Hybrid Data in Next Generation Applications
Figure 101: Traditional Data Architecture
Figure 102: Data Architecture Modeling
Figure 103: DaaS Data Architecture
Figure 104: Location Data Mediation
Figure 105: Data Mediation in IoT
Figure 106: Data Mediation for Smartgrids
Figure 107: Enterprise Data Types
Figure 108: Data Governance
Figure 109: Data Flow
Figure 110: Processing Streaming Data

List of Tables
Table 1: Global Market for DaaS 2019 – 2024
Table 2: DaaS Market Data Type 2019 – 2024
Table 3: DaaS Market by Region 2019 – 2024
Table 4: DaaS Market by Sector (Business, Public, and Government) 2019 – 2024
Table 5: DaaS Market for Public Data Type 2019 – 2024
Table 6: DaaS Market by Public Data sourced Solution 2019 – 2024
Table 7: DaaS Market for Business Data 2019 – 2024
Table 8: DaaS Market by Solution Type using Business Data 2019 – 2024
Table 9: DaaS Market by Source (Machine vs. Non-Machine Data) 2019 – 2024
Table 10: DaaS Market by Data Collection Type (IoT vs. Non-IoT) 2019 – 2024
Table 11: DaaS Market by Hosting Type2019 – 2024
Table 12: DaaS Market by Pricing Model 2019 – 2024
Table 13: DaaS Market by Service 2019 – 2024
Table 14: DaaS Market by Industry Vertical 2019 – 2024
Table 15: North America DaaS Market by Sector 2019 – 2024
Table 16: North America DaaS Market for Type of Public Data 2019 – 2024
Table 17: North America DaaS Market by Solution using Public Data 2019 – 2024
Table 18: North America DaaS Market by Enterprise and Industrial Data 2019 – 2024
Table 19: North America DaaS Market by Solution using Business Data 2019 – 2024
Table 20: North America DaaS Market by Data Source (Machine vs. Non-machine) 2019 – 2024
Table 21: North America DaaS Market by Data Collection Type 2019 – 2024
Table 22: North America DaaS Market by Hosting Type 2019 – 2024
Table 23: North America DaaS Market by Pricing Model 2019 – 2024
Table 24: North America DaaS Market by Service 2019 – 2024
Table 25: North America DaaS Market by type of Industry 2019 – 2024
Table 26: South America DaaS Market by Sector 2019 – 2024
Table 27: South America DaaS Market by Public Data Type 2019 – 2024
Table 28: South America DaaS Market by Solution using Public Data 2019 – 2024
Table 29: South America DaaS Market by Enterprise and Industrial Data 2019 – 2024
Table 30: South America DaaS Market by Solution using Business Data 2019 – 2024
Table 31: South America DaaS Market by Data Source Type 2019 – 2024
Table 32: South America DaaS Market by Data Collection Type 2019 – 2024
Table 33: South America DaaS Market Hosting Type 2019 – 2024
Table 34: South America DaaS Market by Pricing Model 2019 – 2024
Table 35: South America DaaS Market by Service 2019 – 2024
Table 36: South America DaaS Market by Industry Vertical 2019 – 2024
Table 37: Western Europe DaaS Market by Sector 2019 – 2024
Table 38: Western Europe DaaS Market by Public Data Type 2019 – 2024
Table 39: Western Europe DaaS Market by Solution using Public Data 2019 – 2024
Table 40: Western Europe: DaaS Market for Business Data 2019 – 2024
Table 41: Western Europe: DaaS Market by Solution using Business Data 2019 – 2024
Table 42: Western Europe DaaS Market by Data Source Type 2019 – 2024
Table 43: Western Europe DaaS Market by Data Collection Type 2019 – 2024
Table 44: Western Europe DaaS Market by Hosting Type 2019 – 2024
Table 45: Western Europe DaaS Market by Pricing Model 2019 – 2024
Table 46: Western Europe DaaS Market by Service 2019 – 2024
Table 47: Western Europe DaaS Market by Industry Vertical 2019 – 2024
Table 48: Central & Eastern Europe DaaS Market by Sector 2019 – 2024
Table 49: Central & Eastern Europe DaaS Market by Public Data Type 2019 – 2024
Table 50: Central & Eastern Europe DaaS Market by Solution using Public Data 2019 – 2024
Table 51: Central & Eastern Europe DaaS Market for Business Data 2019 – 2024
Table 52: Central & Eastern Europe DaaS Market by Solution using Business Data 2019 – 2024
Table 53: Central & Eastern Europe DaaS Market by Data Source Type 2019 – 2024
Table 54: Central & Eastern Europe DaaS Market by Data Collection Type 2019 – 2024
Table 55: Central & Eastern Europe DaaS Market by Hosting Type 2019 – 2024
Table 56: Central & Eastern Europe DaaS Market by Pricing Model 2019 – 2024
Table 57: Central & Eastern Europe DaaS Market by Service 2019 – 2024
Table 58: Central & Eastern Europe DaaS Market by Industry Vertical 2019 – 2024
Table 59: Asia Pacific DaaS Market by Sector 2019 – 2024
Table 60: Asia Pacific DaaS Market by Public Data Type 2019 – 2024
Table 61: Asia Pacific DaaS Market by Solution using Public Data 2019 – 2024
Table 62: Asia Pacific DaaS Market for Business Data 2019 – 2024
Table 63: Asia Pacific DaaS Market by Solution using Business Data 2019 – 2024
Table 64: Asia Pacific DaaS Market by Data Source Type 2019 – 2024
Table 65: Asia Pacific DaaS Market by Data Collection Type 2019 – 2024
Table 66: Asia Pacific DaaS Market by Hosting Type 2019 – 2024
Table 67: Asia Pacific DaaS Market by Pricing Model 2019 – 2024
Table 68: Asia Pacific DaaS Market by Service 2019 – 2024
Table 69: Asia Pacific DaaS Market by Industry Vertical 2019 – 2024
Table 70: Middle East & Africa DaaS Market by Sector 2019 – 2024
Table 71: Middle East & Africa DaaS Market by Public Data Type 2019 – 2024
Table 72: Middle East & Africa DaaS Market by Solution using Public Data 2019 – 2024
Table 73: Middle East & Africa DaaS Market for Business Data 2019 – 2024
Table 74: Middle East & Africa DaaS Market by Solution using Business Data 2019 – 2024
Table 75: Middle East & Africa DaaS Market by Data Source Type 2019 – 2024
Table 76: Middle East & Africa DaaS Market by Data Collection Type 2019 – 2024
Table 77: Middle East & Africa DaaS Market by Hosting Type 2019 – 2024
Table 78: Middle East & Africa DaaS Market by Pricing Model 2019 – 2024
Table 79: Middle East & Africa DaaS Market by Service 2019 – 2024
Table 80: Middle East & Africa DaaS Market by Industry Vertical 2019 – 2024

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