Artificial Intelligence (AI) in Big Data, Data as a Service (DaaS), AI Supported IoT (AIoT), and AIoT DaaS 2019

Combination of AI, Big Data, IoT and Cloud Delivery Model to facilitate robust IoT DaaS Market

This Artificial Intelligence of Things (AIoT) market research provides analysis of technologies, leading companies and solutions. The report also provides quantitative analysis including market sizing and forecasts for AIoT infrastructure, services, and specific solutions for the period 2019 through 2024. It also provides an assessment of the impact of 5G upon AIoT (and vice versa) as well as blockchain and specific solutions such as Data as a Service (DaaS), Decisions as a Service, and the market for AIoT in smart cities.

This research also evaluates various AI technologies and their use relative to analytics solutions within the rapidly growing enterprise and industrial data arena. It assesses emerging business models, leading companies, and solutions. It also analyzes how different forms of AI may be best used for problem solving. The report also evaluates the market for AI in IoT networks and systems. This research provides forecasting for unit growth and revenue for both analytics and IoT. It includes an evaluation of the technologies, companies, and solutions for leveraging big data tools and advanced analytics for IoT data processing. Emphasis is placed on leveraging IoT data for process improvement, new and improved products, and ultimately enterprise IoT data syndication. It includes detailed forecasts for 2019 through 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 a combination of both. It also analyzes opportunities for enterprises to monetize their own data through various third-party DaaS offerings. This research also evaluates opportunities for DaaS in major industry verticals as well as the future outlook for emerging data monetization from 2019 to 2024.

It is important to recognize that intelligence within IoT technology market is not inherent but rather must be carefully planned. AIoT market elements will be found embedded within software programs, chipsets, and platforms as well as human-facing devices such as appliances, which may rely upon a combination of local and cloud-based intelligence.

Just like the human nervous system, IoT networks will have both autonomic and cognitive functional components that provide intelligent control as well as nerve end-points that act like nerve endings for neural transport (detection and triggering of communications) and nerve channels that connect the overall system. The big difference is that the IoT technology market will benefit from engineering design in terms of Artificial Intelligence (AI) and cognitive computing placement in both centralized and edge computing locations.

AI is rapidly making its way into many advanced solutions including autonomous vehicles, smart bots, advanced predictive analytics, and more. Many industry verticals will be transformed through AI integration with enterprise, industrial, and consumer product and service ecosystems. It is destined to become an integral component of business operations including supply chains, sales and marketing processes, product and service delivery and support models. The term for AI support of IoT (or AIoT) is just beginning to become part of the ICT lexicon as the possibilities for the former adding value to the latter are only limited by the imagination.

AI enhances the ability for big data analytics and IoT platforms to provide value to each of these market segments. The use of AI for decision making in IoT and data analytics will be crucial for efficient and effective decision making, especially in the area of streaming data and real-time analytics associated with edge computing networks. Real-time data will be a key value proposition for all use cases, segments, and solutions. The ability to capture streaming data, determine valuable attributes, and make decisions in real-time will add an entirely new dimension to service logic. In many cases, the data itself, and actionable information will be the service.

The convergence of AI and IoT technologies and solutions (AIoT) is leading to “thinking” networks and systems that are becoming increasingly more capable of solving a wide range of problems across a diverse number of industry verticals. AI adds value to IoT through machine learning and improved decision making. IoT adds value to AI through connectivity, signaling, and data exchange.

AI adds value to IoT through machine learning and improved decision making. IoT adds value to AI through connectivity, signaling, and data exchange.

While early solutions are rather monolithic, it is anticipated that AIoT integration within businesses and industries will ultimately lead to more sophisticated and valuable inter-business and cross-industry solutions. These solutions will focus primarily upon optimizing system and network operations as well as extracting value from industry data through dramatically improved analytics and decision-making processes.

In many cases, the data itself, and actionable information will be the service. AIoT infrastructure and services will therefore be leveraged to achieve more efficient IoT operations, improve human-machine interactions and enhance data management and analytics, creating a foundation for IoT Data as a Service (IoTDaaS) and AI based Decisions as a Service.

IoTDaaS constitutes retrieving, storing and analyzing information and provide customer either of the three or integrated service package depending on the budget and the requirement. New models are emerging to reduce friction across the value chain including enhanced Big Data as a Service (BDaaS) offerings. BDaaS is anticipated to make cross-industry, cross-company, and even cross-competitor data exchange a reality that adds value across the ecosystem with minimized security and privacy concerns.

IoTDaaS offers convenient and cost effective solutions to enterprises of various sizes and domain. IoTDaaS constitutes retrieving, storing and analyzing information and provide customer either of the three or integrated service package depending on the budget and the requirement. AI algorithms enhance the ability for big data analytics and IoT platforms to provide value to each of these market segments. One of the important growth areas for the Data as a Service market is to leverage AI to offer Value-added Data in a “Decisions as a Service” model.

Big data in IoT is different than conventional IoT and thus will requires more robust, agile and scalable platforms, analytical tools and data storage systems than conventional big data infrastructure. Looking beyond data management processes, IoT data itself will become extremely valuable as an agent of change for product development as well as identification of supply gaps and realization of unmet demands. Big data and analytics will increase in importance as IoT evolves to become more commonplace with the deployment of 5G IoT.

The Massive Machine-type Communications (mMTC) portion of fifth generation cellular networks will facilitate a highly scalable M2M network for many IoT applications, particularly those that do not require high bandwidth. Data generated through sensors embedded in various things/objects will generate massive amounts of unstructured (big) data on real-time basis that holds the promise for intelligence and insights for dramatically improved decision processes.

Big data in IoT is also dissimilar than non-machine related analytics and thus will require more robust, agile and scalable platforms, analytics tools, and data storage systems than conventional infrastructure. Due to this new architecture approach, the need to handle data differently, and the sheer volume of unstructured data, there will be great opportunities for big Data in IoT. Analytics used in IoT will become an enabler for the entire IoT ecosystem as enterprise begins to take advantage of new business opportunities such as syndicating their own data.

AI coupled with advanced big data analytics provides the ability to make raw data meaningful and useful as information for decision-making purposes. The use of AI for decision making in IoT and data analytics will be crucial for efficient and effective decision making, especially in the area of streaming data and real-time analytics associated with edge computing networks. Real-time data will be a key value proposition for all use cases, segments, and solutions. The ability to capture streaming data, determine valuable attributes, and make decisions in real-time will add an entirely new dimension to service logic. In many cases, the data itself, and actionable information will be the service.

These advanced analytics provide the ability to make raw data meaningful and useful as information for decision-making purposes. AI enhances the ability for big data analytics and IoT platforms to provide value to each of these market segments. The use of AI for decision making in IoT and data analytics will be crucial for efficient and effective decision making, especially in the area of streaming data and real-time analytics associated with edge computing networks.

The ability to capture streaming data, determine valuable attributes, and make decisions in real-time will add an entirely new dimension to service logic. In many cases, the data itself, and actionable information will be the service. However, real-time data is anticipated to become a highly valuable aspect of all solutions as a determinant of user behavior, application effectiveness, and identifier of new and enhanced mobile/wireless and/or IoT related apps and services.

In terms of overall AIoT data management, we see three different types of IoT Data:

Raw Data: Untouched and Unstructured Data
Meta Data: Data about Data
Transformed Data: Valued-added Data

AI will be useful in support of managing each of these data types in terms of identifying, categorizing, and decision making.

We see the AIoT market transforming from today's largely consumer appliance and electronics related approach to one in which AIoT data is highly valued asset wherein companies like SAS provide a utility function in terms of helping enterprise, industrial, and government clients monetize their data. This will likely occur in a Data as a Service market model, which may be segmented in various ways including by Sector including Public Data, Business Data, and Government Data:

Public Data consists of Communications and Internet Data (broadcast media, social media, texting, voice, video/picture sharing, etc.), Government Tracked Data (public records such as vehicle and home title, licensing, public resource usage including roadway usage), User Generated Data (consumer and business data made public [may be anonymized or not] such as vehicle usage, appliance data, etc.), and Other Data category.
Business Data consists of Enterprise Data and Industrial Data across various industry verticals. This data comes from many different business related activities. Some of this data may be static and/or stored in data lakes. Some of this data may be generated and used in real-time.
Government Data is data that the government collects about itself such as Government Services Administration (GSA), essential services (such as public safety), military, homeland security, etc. This is not to be confused the government collecting certain public data (such as highway usage).

It may also be segmented by Source Type. As it is prohibitively difficult to identify all of the sources and source types, we have broadly segmented Source by Machine Data (consumer appliances, vehicles [ cars, trucks, planes, trains, ships, etc. ], robots and industrial equipment, etc.) and Non-machine Data (everything else including people texting/talking/etc., enterprise data collected by humans, etc.).

It is important to note that the DaaS also includes data sourced from a machine (such as from a jet engine) that is not “Internet-connected” and thus limited in utility without the Internet of Things (IoT) to collect, relay, and provide opportunities for feedback loops. Accordingly, we have also segmented the Data as a Service market by Data Collection Type, which includes IoT DaaS data and Non-IoT DaaS data. Machine Data that does not use IoT, by definition, will not be streaming data or allow for real-time analytics.

Select Research Findings:

Embedded AI in support of IoT Things/Objects will reach $4.6B globally by 2024
IoT DaaS is growing nearly three times as fast as non-IoT DaaS, with much of it streaming data
Structured data market remains greater than unstructured, but the latter will overtake the former
AI in industrial machines will reach $415M globally by 2024 with collaborative robot growth at 42.5% CAGR
Machine learning will become a key to realize the full potential of big data and IoT in edge computing platforms

Research Benefits:

Understand the role of AI in Big data and IoT
Understand the role and importance of Big Data in IoT
Identify key market issues and drivers for Big Data in IoT
Identify leading companies for Big Data and Analytics in IoT
Understand the emerging vendor ecosystem for Big Data in IoT
Identify leading DaaS companies, strategies, and solutions for enterprise
Understand the market dynamics for the DaaS market including leading services

Target Audience:

AI solution developers
ICT infrastructure suppliers
Big Data and analytics companies
Data as a Service (DaaS) companies
Application developers and aggregators
Cloud-based service providers of all types
Managed service and middleware companies
Data processing and management companies

With the purchase of this report at the Multi-user License or greater level, you will have access to one hour with an expert analyst who will help you link key findings in the report to the business issues you're addressing. This will need to be used within three months of purchase.

This report also includes a complimentary Excel file with data from the report for purchasers at the Site License or greater level.

Artificial Intelligence of Things: AIoT Market by Technology and Solutions

1.0 Executive Summary

2.0 Introduction
2.1 Defining AIoT
2.2 AI in IoT vs. AIoT
2.3 Artificial General Intelligence
2.4 IoT Network and Functional Structure
2.5 Ambient Intelligence and Smart Lifestyles
2.6 Economic and Social Impact
2.7 Enterprise Adoption and Investment
2.8 Market Drivers and Opportunities
2.9 Market Restraints and Challenges
2.10 AIoT Value Chain
2.10.1 Device Manufacturers
2.10.2 Equipment Manufacturers
2.10.3 Platform Providers
2.10.4 Software and Service Providers
2.10.5 User Communities

3.0 AIoT Technology and Market
3.1 AIoT Market
3.1.1 Equipment and Component
3.1.2 Cloud Equipment and Deployment
3.1.3 3D Sensing Technology
3.1.4 Software and Data Analytics
3.1.5 AIoT Platforms
3.1.6 Deployment and Services
3.2 AIoT Sub-Markets
3.2.1 Supporting Device and Connected Objects
3.2.2 IoT Data as a Service
3.2.3 AI Decisions as a Service
3.2.4 APIs and Interoperability
3.2.5 Smart Objects
3.2.6 Smart City Considerations
3.2.7 Industrial Transformation
3.2.8 Cognitive Computing and Computer Vision
3.2.9 Consumer Appliances
3.2.10 Domain Specific Network Considerations
3.2.11 3D Sensing Applications
3.2.12 Predictive 3D Design
3.3 AIoT Supporting Technologies
3.3.1 Cognitive Computing
3.3.2 Computer Vision
3.3.3 Machine Learning Capabilities and APIs
3.3.3.1 Deep Machine Learning
3.3.3.2 Machine Learning APIs
3.3.4 Neural Networks
3.3.5 Context Aware Processing
3.4 AIoT Enabling Technologies and Solutions
3.4.1 Edge Computing
3.4.1.1 AIoT Edge Architecture
3.4.1.2 Edge AI Platform
3.4.2 Blockchain Networks
3.4.3 Cloud Technologies
3.4.4 5G Technologies
3.4.5 Digital Twin Technology and Solutions
3.4.6 Smart Machines
3.4.7 Cloud Robotics
3.4.8 Predictive Analytics and Real Time Processing
3.4.8.1 All Flash Array
3.4.8.2 Real Time Operating Systems
3.4.9 Post Event Processing
3.4.10 Haptic Technology

4.0 AIoT Applications Analysis
4.1 Device Accessibility and Security
4.2 Gesture Control and Facial Recognition
4.3 Home Automation
4.4 Wearable Device
4.5 Fleet Management
4.6 Intelligent Robots
4.7 Augmented Reality Market
4.8 Drone Traffic Monitoring
4.9 Real-time Public Safety
4.10 Yield Monitoring and Soil Monitoring Market
4.11 HCM Operation

5.0 Analysis of Important AIoT Companies
5.1 Sharp
5.2 SAS
5.3 DT42
5.4 Chania Tech Giants: Baidu, Alibaba, and Tencent
5.4.1 Baidu
5.4.2 Alibaba
5.4.3 Tencent
5.5 Xiaomi Technology
5.6 NVidia
5.7 Intel Corporation
5.8 Qualcomm
5.9 Innodisk
5.10 Gopher Protocol
5.11 Micron Technology
5.12 ShiftPixy
5.13 Uptake
5.14 C3 IoT
5.15 Alluvium
5.16 Arundo Analytics
5.17 Canvass Analytics
5.18 Falkonry
5.19 Interactor
5.20 Google
5.21 Cisco
5.22 IBM Corp.
5.23 Microsoft Corp.
5.24 Apple Inc.
5.25 Salesforce Inc.
5.26 Infineon Technologies AG
5.27 Amazon Inc.
5.28 AB Electrolux
5.29 ABB Ltd.
5.30 AIBrian Inc.
5.31 Analog Devices
5.32 ARM Limited
5.33 Atmel Corporation
5.34 Ayla Networks Inc.
5.35 Brighterion Inc.
5.36 Buddy
5.37 CloudMinds
5.38 Cumulocity GmBH
5.39 Cypress Semiconductor Corp
5.40 Digital Reasoning Systems Inc.
5.41 Echelon Corporation
5.42 Enea AB
5.43 Express Logic Inc.
5.44 Facebook Inc.
5.45 Fujitsu Ltd.
5.46 Gemalto N.V.
5.47 General Electric
5.48 General Vision Inc.
5.49 Graphcore
5.50 H2O.ai
5.51 Haier Group Corporation
5.52 Helium Systems
5.53 Hewlett Packard Enterprise
5.54 Huawei Technologies
5.55 Siemens AG
5.56 SK Telecom
5.57 SoftBank Robotics
5.58 SpaceX
5.59 SparkCognition
5.60 STMicroelectronics
5.61 Symantec Corporation
5.62 Tellmeplus
5.63 Tend.ai
5.64 Tesla
5.65 Texas Instruments
5.66 Thethings.io
5.67 Veros Systems
5.68 Whirlpool Corporation
5.69 Wind River Systems
5.70 Juniper Networks
5.71 Nokia Corporation
5.72 Oracle Corporation
5.73 PTC Corporation
5.74 Losant IoT
5.75 Robert Bosch GmbH
5.76 Pepper
5.77 Terminus
5.78 Tuya Smart

6.0 AIoT Market Analysis and Forecasts 2019 – 2024
6.1 Global AIoT Market Outlook and Forecasts
6.1.1 Aggregate AIoT Market 2019 – 2024
6.1.2 AIoT Market by Infrastructure and Services 2019 – 2024
6.1.2.1 AIoT Market by Infrastructure Type 2019 – 2024
6.1.2.1.1 AIoT Market by Chipsets Type 2019 – 2024
6.1.2.1.1.1 AIoT Market by 3D Sensing Technology 2019 – 2024
6.1.2.1.1.2 AIoT Market by 3D Sensing Application 2019 – 2024
6.1.2.1.2 AIoT Market by Cloud Infrastructure Type 2019 – 2024
6.1.2.2 AIoT Market by Software and Platform 2019 – 2024
6.1.2.2.1 AIoT Market by Analytics Type 2019 – 2024
6.1.2.3 AIoT Market by Service Type 2019 – 2024
6.1.2.3.1 AIoT Market by Professional Service Type 2019 – 2024
6.1.3 AIoT Market by AI Technology 2019 – 2024
6.1.4 AIoT Market by Application 2019 – 2024
6.1.5 AIoT in Consumer, Enterprise, Industrial, and Government 2019 – 2024
6.1.6 AIoT Market in Cities, Suburbs, and Rural Areas 2019 – 2024
6.1.7 AIoT in Smart Cities 2019 – 2024
6.1.8 IoT Data as a Service Market 2019 – 2024
6.1.9 AI Decisions as a Service Market 2019 – 2024
6.1.10 Blockchain Support of AIoT 2019 – 2024
6.1.11 AIoT in 5G Networks 2019 – 2024
6.2 Regional AIoT Markets 2019 – 2024
6.2.1 AIoT Market by Region 2019 – 2024
6.2.1.1 North America AIoT Market 2019 – 2024
6.2.1.2 Asia Pacific AIoT Market 2019 – 2024
6.2.1.3 Europe AIoT Market 2019 – 2024
6.2.1.4 Middle East and Africa AIoT Market 2019 – 2024
6.2.1.5 Latin America AIoT Market 2019 – 2024
6.3 AIoT Unit Deployment 2019 – 2024
6.3.1 Global AIoT Unit Deployment 2019 – 2024
6.3.2 AIoT Unit Deployment by Type 2019 – 2024
6.3.2.1 AIoT Unit Deployment by Infrastructure Type 2019 – 2024
6.3.2.1.1 AIoT Unit Deployment by Chipsets Type 2019 – 2024
6.3.2.1.2 AIoT Unit Deployment by Cloud Type 2019 – 2024
6.3.2.2 AIoT Unit Deployment by Software and Platform Type 2019 – 2024
6.3.3 AIoT Unit Deployment by Region 2019 – 2024
6.3.3.1 North America AIoT Unit Deployment by Country 2019 – 2024
6.3.3.2 Asia Pacific AIoT Unit Deployment by Country 2019 – 2024
6.3.3.3 Europe AIoT Unit Deployment by Country 2019 – 2024
6.3.3.4 Middle East and Africa AIoT Unit Deployment by Country 2019 – 2024
6.3.3.5 Latin America AIoT Unit Deployment by Country 2019 – 2024

7.0 Conclusions and Recommendations
7.1 Advertisers and Media Companies
7.2 Artificial Intelligence Providers
7.3 Automotive Companies
7.4 Broadband Infrastructure Providers
7.5 Communication Service Providers
7.6 Computing Companies
7.7 Data Analytics Providers
7.8 Immersive Technology (AR, VR, and MR) Providers
7.9 Networking Equipment Providers
7.10 Networking Security Providers
7.11 Semiconductor Companies
7.12 IoT Suppliers and Service Providers
7.13 Software Providers
7.14 Smart City System Integrators
7.15 Automation System Providers
7.16 Social Media Companies
7.17 Workplace Solution Providers
7.18 Enterprise and Government

Figures
Figure 1: AIoT Architecture and Applications
Figure 2: AI Evolution
Figure 3: IoT Network Architecture
Figure 4: IoT Functional Structure
Figure 5: AIoT Ambient Intelligence
Figure 6: Industrial Grade Storage
Figure 7: Machine Learning APIs and Predictive Layer
Figure 8: AIoT Edge Architecture
Figure 9: NVidia Edge AI platform
Figure 10: IoT Cloud Architecture
Figure 11: 5G IoT Architecture
Figure 12: IoT Digital Twins Architecture
Figure 13: AI Enabled Smart Machines
Figure 14: NeoSapphire All-Flash Array
Figure 15: Global AIoT Market 2019 – 2024
Figure 16: Global Smart City Opportunity in AIoT 2019 – 2024
Figure 17: Global IoT Data as a Service Market in AIoT 2019 – 2024
Figure 18: Global AI Decision ad a Service Market in AIoT 2019 – 2024
Figure 19: Global Blockchain Driven AIoT Market 2019 – 2024
Figure 20: Global 5G Driven AIoT Market 2019 – 2024
Figure 21: North America Smart City Opportunity in AIoT 2019 – 2024
Figure 22: North America IoT Data as a Service Market in AIoT 2019 – 2024
Figure 23: North America AI Decision ad a Service Market in AIoT 2019 – 2024
Figure 24: North America Blockchain Driven AIoT Market 2019 – 2024
Figure 25: North America 5G Driven AIoT Market 2019 – 2024
Figure 26: APAC Smart City Opportunity in AIoT 2019 – 2024
Figure 27: APAC IoT Data as a Service Market in AIoT 2019 – 2024
Figure 28: APAC AI Decision ad a Service Market in AIoT 2019 – 2024
Figure 29: APAC Blockchain Driven AIoT Market 2019 – 2024
Figure 30: APAC 5G Driven AIoT Market 2019 – 2024
Figure 31: Europe Smart City Opportunity in AIoT 2019 – 2024
Figure 32: Europe IoT Data as a Service Market in AIoT 2019 – 2024
Figure 33: Europe AI Decision ad a Service Market in AIoT 2019 – 2024
Figure 34: Europe Blockchain Driven AIoT Market 2019 – 2024
Figure 35: Europe 5G Driven AIoT Market 2019 – 2024
Figure 36: MEA Smart City Opportunity in AIoT 2019 – 2024
Figure 37: MEA IoT Data as a Service Market in AIoT 2019 – 2024
Figure 38: MEA AI Decision ad a Service Market in AIoT 2019 – 2024
Figure 39: MEA Blockchain Driven AIoT Market 2019 – 2024
Figure 40: MEA 5G Driven AIoT Market 2019 – 2024
Figure 41: Latin America Smart City Opportunity in AIoT 2019 – 2024
Figure 42: Latin America IoT Data as a Service Market in AIoT 2019 – 2024
Figure 43: Latin America AI Decision ad a Service Market in AIoT 2019 – 2024
Figure 44: Latin America Blockchain Driven AIoT Market 2019 – 2024
Figure 45: Latin America 5G Driven AIoT Market 2019 – 2024
Figure 46: Global AIoT Unit Deployment 2019 – 2024

Tables
Table 1: Global AI Optimized IoT Device Market
Table 2: Global AI Optimized Non-IoT Device Market
Table 3: Global AI Optimized IoT Things/Objects Market
Table 4: Global AIoT Market by Type 2019 – 2024
Table 5: Global AIoT Market by Infrastructure Type 2019 – 2024
Table 6: Global AIoT Market by Chipsets Type 2019 – 2024
Table 7: Global AIoT Market by 3D Sensing Technology 2019 – 2024
Table 8: Global AIoT Market by 3D Sensing Application 2019 – 2024
Table 9: Global AIoT Market by Cloud Type 2019 – 2024
Table 10: Global AIoT Market by Software and Platform Type 2019 – 2024
Table 11: Global AIoT Market by Analytics Type 2019 – 2024
Table 12: Global AIoT Market by Service Type 2019 – 2024
Table 13: Global AIoT Market by Professional Service Type 2019 – 2024
Table 14: Global AIoT Market by Technology 2019 – 2024
Table 15: Global AIoT Market by Application 2019 – 2024
Table 16: Global AIoT Market by Sector 2019 – 2024
Table 17: Global AIoT Market by Population Centers 2019 – 2024
Table 18: Global AIoT Market by Region 2019 – 2024
Table 19: North America AIoT Market by Infrastructure and Services 2019 – 2024
Table 20: North America AIoT Market by Infrastructure Type 2019 – 2024
Table 21: North America AIoT Market by Chipsets Type 2019 – 2024
Table 22: North America AIoT Market by 3D Sensing Technology 2019 – 2024
Table 23: North America AIoT Market by 3D Sensing Application 2019 – 2024
Table 24: North America AIoT Market by Cloud Type 2019 – 2024
Table 25: North America AIoT Market by Software and Platforms 2019 – 2024
Table 26: North America AIoT Market by Analytics Type 2019 – 2024
Table 27: North America AIoT Market by Service Type 2019 – 2024
Table 28: North America AIoT Market by Professional Service Type 2019 – 2024
Table 29: North America AIoT Market by AI Technology 2019 – 2024
Table 30: North America AIoT Market by Application 2019 – 2024
Table 31: North America AIoT Market by Sector 2019 – 2024
Table 32: North America AIoT Market by Population Center 2019 – 2024
Table 33: North America AIoT Market by Country 2019 – 2024
Table 34: APAC AIoT Market by Infrastructure and Services 2019 – 2024
Table 35: APAC AIoT Market by Infrastructure Type 2019 – 2024
Table 36: APAC AIoT Market by Chipsets Type 2019 – 2024
Table 37: APAC AIoT Market by 3D Sensing Technology 2019 – 2024
Table 38: APAC AIoT Market by 3D Sensing Application 2019 – 2024
Table 39: APAC AIoT Market by Cloud Type 2019 – 2024
Table 40: APAC AIoT Market by Software and Platforms 2019 – 2024
Table 41: APAC AIoT Market by Analytics Type 2019 – 2024
Table 42: APAC AIoT Market by Service Type 2019 – 2024
Table 43: APAC AIoT Market by Professional Service Type 2019 – 2024
Table 44: APAC AIoT Market by AI Technology 2019 – 2024
Table 45: APAC AIoT Market by Application 2019 – 2024
Table 46: APAC AIoT Market by Sector 2019 – 2024
Table 47: APAC AIoT Market by Population Center 2019 – 2024
Table 48: APAC AIoT Market by Country 2019 – 2024
Table 49: Europe AIoT Market by Infrastructure and Services 2019 – 2024
Table 50: Europe AIoT Market by Infrastructure Type 2019 – 2024
Table 51: Europe AIoT Market by Chipsets Type 2019 – 2024
Table 52: Europe AIoT Market by 3D Sensing Technology 2019 – 2024
Table 53: Europe AIoT Market by 3D Sensing Application 2019 – 2024
Table 54: Europe AIoT Market by Cloud Type 2019 – 2024
Table 55: Europe AIoT Market by Software and Platforms 2019 – 2024
Table 56: Europe AIoT Market by Analytics Type 2019 – 2024
Table 57: Europe AIoT Market by Service Type 2019 – 2024
Table 58: Europe AIoT Market by Professional Service Type 2019 – 2024
Table 59: Europe AIoT Market by AI Technology 2019 – 2024
Table 60: Europe AIoT Market by Application 2019 – 2024
Table 61: Europe AIoT Market by Sector 2019 – 2024
Table 62: Europe AIoT Market by Population Center 2019 – 2024
Table 63: Europe AIoT Market by Country 2019 – 2024
Table 64: MEA AIoT Market by Infrastructure and Services 2019 – 2024
Table 65: MEA AIoT Market by Infrastructure Type 2019 – 2024
Table 66: MEA AIoT Market by Chipsets Type 2019 – 2024
Table 67: MEA AIoT Market by 3D Sensing Technology 2019 – 2024
Table 68: MEA AIoT Market by 3D Sensing Application 2019 – 2024
Table 69: MEA AIoT Market by Cloud Type 2019 – 2024
Table 70: MEA AIoT Market by Software and Platforms 2019 – 2024
Table 71: MEA AIoT Market by Analytics Type 2019 – 2024
Table 72: MEA AIoT Market by Service Type 2019 – 2024
Table 73: MEA AIoT Market by Professional Service Type 2019 – 2024
Table 74: MEA AIoT Market by AI Technology 2019 – 2024
Table 75: MEA AIoT Market by Application 2019 – 2024
Table 76: MEA AIoT Market by Sector 2019 – 2024
Table 77: MEA AIoT Market by Population Center 2019 – 2024
Table 78: MEA AIoT Market by Country 2019 – 2024
Table 79: Latin America AIoT Market by Type 2019 – 2024
Table 80: Latin America AIoT Market by Infrastructure Type 2019 – 2024
Table 81: Latin America AIoT Market by Chipsets Type 2019 – 2024
Table 82: Latin America AIoT Market by 3D Sensing Technology 2019 – 2024
Table 83: Latin America AIoT Market by 3D Sensing Application 2019 – 2024
Table 84: Latin America AIoT Market by Cloud Type 2019 – 2024
Table 85: Latin America AIoT Market by Software and Platform Type 2019 – 2024
Table 86: Latin America AIoT Market by Analytics Type 2019 – 2024
Table 87: Latin America AIoT Market by Service Type 2019 – 2024
Table 88: Latin America AIoT Market by Professional Service Type 2019 – 2024
Table 89: Latin America AIoT Market by AI Technology 2019 – 2024
Table 90: Latin America AIoT Market by Application 2019 – 2024
Table 91: Latin America AIoT Market by Sector 2019 – 2024
Table 92: Latin America AIoT Market by Population Center 2019 – 2024
Table 93: Latin America AIoT Market by Country 2019 – 2024
Table 94: Global AIoT Unit Deployment by Infrastructure and Services 2019 – 2024
Table 95: Global AIoT Unit Deployment by Infrastructure Type 2019 – 2024
Table 96: Global AIoT Unit Deployment by Chipsets Type 2019 – 2024
Table 97: Global AIoT Unit Deployment by Cloud Type 2019 – 2024
Table 98: Global AIoT Unit Deployment by Software and Platforms 2019 – 2024
Table 99: Global AIoT Unit Deployment by Region 2019 – 2024
Table 100: North America AIoT Unit Deployment by Country 2019 – 2024
Table 101: APAC AIoT Unit Deployment by Country 2019 – 2024
Table 102: Europe AIoT Unit Deployment by Country 2019 – 2024
Table 103: MEA AIoT Unit Deployment by Country 2019 – 2024
Table 104: Latin America AIoT Unit Deployment by Country 2019 – 2024

Artificial Intelligence in Big Data Analytics and IoT: Market for Data Capture, Information and Decision Support Services

1.0 Executive Summary

2.0 Introduction
2.1 Research Objectives
2.2 Key Findings
2.3 Target Audience
2.4 Companies in the Report

3.0 Overview
3.1 Artificial Intelligence and Machine Learning
3.2 AI Types
3.3 AI & ML Language
3.4 Artificial Intelligence Technology
3.4.1 Machine Learning
3.4.2 Natural Language Generation and Processing
3.4.3 Image Processing
3.4.4 Voice Recognition
3.4.5 Artificial Neural Network
3.4.6 Deep Learning
3.4.7 Others
3.5 AI and ML Technology Goal
3.5.1 Reasoning
3.5.2 Knowledge Representation
3.5.3 Planning
3.5.4 Learning
3.5.5 Communication
3.5.6 Machine Perception
3.5.7 Motion Manipulation
3.5.8 Social Intelligence
3.5.9 Creativity
3.5.10 Artificial General Intelligence
3.5.11 Computer Vision
3.5.12 Robotics
3.6 AI Approaches
3.6.1 Cybernetics and Brian Simulation
3.6.2 Symbolic
3.6.3 Sub-Symbolic
3.6.4 Statistical
3.6.5 Integration
3.7 AI Tools
3.7.1 Search and Optimization
3.7.2 Logic
3.7.3 Probability
3.7.4 Classifier and Statistics
3.7.5 Neural Network
3.7.6 Deep Feedforward Neural Network
3.7.7 Deep Recurrent Neural Network
3.7.8 Control Theory
3.7.9 Language
3.8 AI Outcome
3.8.1 Testing Tools
3.8.2 Virtual Assistant
3.8.3 AI Optimized IoT Hardware
3.8.4 Decision Management System
3.8.5 Biometrics Solution
3.8.6 Robotic Process Automation
3.9 Neural Network and Artificial Intelligence
3.10 Deep Learning and Artificial Intelligence
3.11 Predictive Analytics and Artificial Intelligence
3.12 Internet of Things and Big Data Analytics
3.13 IoT and Artificial Intelligence
3.14 Consumer IoT, Big Data Analytics, and Artificial Intelligence
3.15 Industrial IoT, Big Data Analytics, and Machine Learning
3.16 Artificial intelligence and cognitive computing
3.17 Transhumanism or H+ and Artificial Intelligence
3.18 Rise of Analysis of Things (AoT)
3.19 Supervised vs. Unsupervised Learning
3.20 AI as New form of UI

4.0 AI Technology in Big Data and IoT
4.1 Machine Learning Everywhere
4.1.1 Machine Learning as Open Source Technology
4.1.2 Machine Learning and Intelligent Discovery in IoT
4.1.3 Supervised and Unsupervised Machine Learning
4.1.4 Machine Learning as Big Data Analysis Technique
4.1.5 Machine Learning AI Robots
4.1.6 Machine Learning and Data Democratization
4.2 Machine Learning APIs and Big Data Development
4.2.1 Phases of Machine Learning APIs
4.2.2 Machine Learning API Challenges
4.2.3 Top Machine Learning APIs
4.2.3.1 IBM Watson API
4.2.3.2 Microsoft Azure Machine Learning API
4.2.3.3 Google Prediction API
4.2.3.4 Amazon Machine Learning API
4.2.3.5 BigML
4.2.3.6 AT&T Speech API
4.2.3.7 Wit.ai
4.2.3.8 AlchemyAPI
4.2.3.9 Diffbot
4.2.3.10 PredictionIO
4.2.4 Machine Learning API in General Application Environment
4.3 Enterprise Benefits of Machine Learning
4.4 Machine Learning in IoT Data
4.5 Ultra Scale Analytics and Artificial Intelligence
4.6 Rise of Algorithmic Business
4.7 Cloud Hosted Machine Intelligence
4.8 Contradiction of Machine Learning
4.9 Value Chain Analysis
4.9.1 AI & Machine Learning Companies
4.9.2 IoT Companies
4.9.3 Big Data Analytics Providers
4.9.4 Connectivity Solution and Infrastructure Providers
4.9.5 Hardware and Equipment Manufacturers
4.9.6 Developers and Data Scientists
4.9.7 End Users

5.0 AI Technology Application and Use Case
5.1 Intelligence Performance Monitoring
5.2 Infrastructure Monitoring
5.3 Generating Accurate Models
5.4 Recommendation Engine
5.5 Blockchain and Crypto Technologies
5.6 Enterprise Application
5.7 Contextual Awareness
5.8 Customer Feedback
5.9 Self-Driving Car
5.10 Fraud Detection System
5.11 Personalized Medicine and Healthcare Service
5.12 Predictive Data Modelling
5.13 Smart Machines
5.14 Cybersecurity Solutions
5.15 Autonomous Agents
5.16 Intelligent Assistant
5.17 Intelligent Decision Support System
5.18 Risk Management
5.19 Data Mining and Management
5.20 Intelligent Robotics
5.21 Financial Technology
5.22 Machine Intelligence

6.0 AI Technology Impact on Vertical Market
6.1 Enterprise Productivity Gain
6.2 Digital Twinning and Physical Asset Security
6.3 IT Process Efficiency Increase
6.4 AI to Replace Human Form Work
6.5 Enterprise AI Adoption Trend
6.6 Inclusion of AI as IT Requirement

7.0 AI Predictive Analytics in Vertical Industry
7.1 E-Commerce Services
7.2 Banking and Finance Services
7.3 Manufacturing Services
7.4 Real Estate Services
7.5 Government and Public Services

8.0 Company Analysis
8.1 Google Inc.
8.2 Twitter Inc.
8.3 Microsoft Corporation
8.4 IBM Corporation
8.5 Apple Inc.
8.6 Facebook Inc.
8.7 Amazon.com Inc.
8.8 Skype
8.9 Salesforce.com
8.10 Intel Corporation
8.11 Yahoo Inc.
8.12 AOL Inc.
8.13 NVIDIA Corporation
8.14 x.ai
8.15 Tesla Inc.
8.16 Baidu Inc.
8.17 H2O.ai
8.18 SparkCognition Inc.
8.19 OpenAI
8.20 Inbenta
8.21 CISCO Systems Inc.
8.22 Infineon Technologies AG
8.23 McAfee
8.24 Happiest Minds Technologies
8.25 Tachyus
8.26 Sentrian
8.27 MAANA
8.28 Veros Systems Inc.
8.29 NEURA
8.30 Augury Systems Ltd.
8.31 glassbeam
8.32 Comfy
8.33 mnubo
8.34 C-B4
8.35 PointGrab Ltd.
8.36 Tellmeplus
8.37 moov
8.38 Sentenai Inc.
8.39 imagimob
8.40 FocusMotion
8.41 MoBagel

9.0 AI in Big Data and IoT Market Analysis and Forecasts 2019 – 2024
9.1 AI in Big Data and IoT Market 2019 – 2024
9.2 AI in Big Data and IoT Market by Solution Components 2019 – 2024
9.2.1 Embedded AI Solutions
9.2.1.1 IoT Device
9.2.1.1.1 Wearable Devices
9.2.1.1.2 Medical and Healthcare Devices
9.2.1.1.3 Industrial Machines
9.2.1.1.4 Networking Device
9.2.1.1.5 Smart Grid Device
9.2.1.1.6 Robots and Drone
9.2.1.1.6.1 Service Robots
9.2.1.1.7 Smart Appliances
9.2.1.1.8 Security Devices
9.2.1.1.9 Entertainment Devices
9.2.1.1.10 In-Vehicle Device
9.2.1.1.11 Military Device
9.2.1.1.12 Energy Management Device
9.2.1.1.13 Agriculture Specific Device
9.2.1.2 IoT Things/Objects
9.2.1.3 Software
9.2.1.3.1 Digital Personal Assistants
9.2.1.4 IoT Platform
9.2.2 Storage and Analytics
9.2.2.1 Storage and Analytics Tools
9.2.3 Services
9.2.3.1 Professional Services
9.3 AI in Big Data and IoT Market by Management Functions
9.4 AI in Big Data and IoT Market by Technology
9.4.1 Machine Learning
9.5 AI in Big Data and IoT Market by Industry Vertical
9.5.1 Medical and Healthcare
9.5.2 Manufacturing
9.5.3 Consumer Electronics
9.5.4 Automotive and Transportation
9.5.5 Retail and Apparel
9.5.6 Marketing and Advertising
9.5.7 FinTech
9.5.8 Building and Construction
9.5.9 Agriculture
9.5.10 Security and Surveillance
9.5.11 Government, Military, and Aerospace
9.5.12 Human Resource
9.5.13 Legal and Law
9.5.14 Telecommunication and IT
9.5.15 Oil, Gas, and Mining
9.5.16 Logistics
9.5.17 Education and Learning
9.6 AI in Big Data and IoT Market by Solution
9.7 AI in Big Data and IoT Market by Application
9.8 AI in Big Data and IoT Market by Deployment
9.8.1 Cloud Deployment
9.9 AI in Big Data and IoT Market by AI System
9.10 AI in Big Data and IoT Market by AI Type
9.11 AI in Big Data and IoT Market by Connectivity
9.11.1 Non-Telecom Connectivity
9.11.2 Telecom Connectivity
9.11.3 Connectivity Standard
9.11.4 Enterprise
9.12 AI in Big Data and IoT Market by Edge Network
9.13 AI in Big Data and IoT Market in Smart City
9.14 AI in Big Data and IoT Market by Intent Based Networking
9.15 AI in Big Data and IoT Market by Virtualization
9.16 AI in Big Data and IoT Market by 5G
9.17 AI in Big Data and IoT Market by Blockchain Networks
9.18 AI in Big Data and IoT Market by Region
9.18.1 North America
9.18.2 Asia Pacific
9.18.2.1 China
9.18.2.2 South Korea
9.18.2.3 Taiwan
9.18.2.4 Rest of Asia
9.18.3 Europe
9.18.4 Middle East and Africa
9.18.5 Latin America

10.0 Conclusions and Recommendations
10.1 AI Prediction
10.2 Data Analytics Providers
10.3 AI and Machine Learning Companies
10.4 IoT Companies and Equipment Manufacturers
10.5 Service Providers
10.6 Enterprises

11.0 Appendix
11.1 AI Embedded IoT Unit Deployment Forecast
11.1.1 IoT Unit Deployment by Solution
11.1.1.1 IoT Device
11.1.1.2 IoT Things and Objects
11.1.1.3 IoT Semiconductor
11.1.1.4 Software
11.1.2 IoT Unit Deployment by Region
11.1.2.1 North America
11.1.2.2 Asia Pacific
11.1.2.3 Europe
11.1.2.4 Middle East and Africa
11.1.2.5 Latin America
11.2 AI Embedded IoT Market Forecast
11.2.1 IoT Market by Segments
11.2.1.1 IoT Device
11.2.1.2 IoT Things and Objects
11.2.1.3 IoT Semiconductor
11.2.1.4 Software
11.2.2 IoT Market by Region
11.2.2.1 North America
11.2.2.2 Asia Pacific
11.2.2.3 Europe
11.2.2.4 Middle East and Africa
11.2.2.5 Latin America

Figures
Figure 1: Artificial Intelligence Technology
Figure 2: Sentiment Analysis with Deep Machine Learning
Figure 3: Artificial Intelligence and Predictive Layer Systems
Figure 4: Industrial IoT Landscape and Machine Learning as a Service
Figure 5: Machine Learning Use Case Scenarios
Figure 6: AI and ML Landscape and Impact
Figure 7: AI Solution Enterprise Productivity Gains 2019 – 2024
Figure 8: Global Digit Twin Solution Enabled Connected Things 2019 – 2024
Figure 9: AI Robo-Boss Supervision of Worker 2019 – 2024
Figure 10: Global AI in Big Data and IoT Market 2019 – 2024
Figure 11: Global AI in Big Data and IoT Market by Edge Network 2019 – 2024
Figure 12: Global AI in Big Data and IoT Market by Smart City 2019 – 2024
Figure 13: Global AI in Big Data and IoT Market by Intent Based Networking 2019 – 2024
Figure 14: Global AI in Big Data and IoT Market by Virtualization 2019 – 2024
Figure 15: Global AI in Big Data and IoT Market by 5G 2019 – 2024
Figure 16: Global AI in Big Data and IoT Market by Blockchain Network 2019 – 2024

Tables
Table 1: AI Software Driven Economic Transition 2019 – 2024
Table 2: AI Empowered Building Security System 2019 – 2024
Table 3: AI Empowered Business Analytics Software 2019 – 2024
Table 4: AI Self Service Visual Discovery vs. Traditional IT Controlled Tools 2019 – 2024
Table 5: AI Smart Machine Created Business Content 2019 – 2024
Table 6: Global AI in Big Data and IoT Market by Solution Components 2019 – 2024
Table 7: Global AI in Big Data and IoT Market by Embedded Solutions 2019 – 2024
Table 8: Global AI in Big Data and IoT Market by IoT Device 2019 – 2024
Table 9: Global AI in Big Data and IoT Market by Wearable Device 2019 – 2024
Table 10: Global AI in Big Data and IoT Market by Medical and Healthcare Device 2019 – 2024
Table 11: Global AI in Big Data and IoT Market by Industrial Machines 2019 – 2024
Table 12: Global AI in Big Data and IoT Market by Networking Device 2019 – 2024
Table 13: Global AI in Big Data and IoT Market by Smart Grid Device 2019 – 2024
Table 14: Global AI in Big Data and IoT Market by Robots and Drone 2019 – 2024
Table 15: Global AI in Big Data and IoT Market by Service Robots 2019 – 2024
Table 16: Global AI in Big Data and IoT Market by Smart Appliances 2019 – 2024
Table 17: Global AI in Big Data and IoT Market by Security Device 2019 – 2024
Table 18: Global AI in Big Data and IoT Market by Entertainment Device 2019 – 2024
Table 19: Global AI in Big Data and IoT Market by In-Vehicle Device 2019 – 2024
Table 20: Global AI in Big Data and IoT Market by Military Device 2019 – 2024
Table 21: Global AI in Big Data and IoT Market by Energy Management Device 2019 – 2024
Table 22: Global AI in Big Data and IoT Market by Agriculture Specific Device 2019 – 2024
Table 23: Global AI in Big Data and IoT Market by IoT Things and Objects 2019 – 2024
Table 24: Global AI in Big Data and IoT Market by Software 2019 – 2024
Table 25: Global AI in Big Data and IoT Market by Digital Personal Assistants 2019 – 2024
Table 26: Global AI in Big Data and IoT Market by IoT Platforms 2019 – 2024
Table 27: Global AI in Big Data and IoT Market by Storage and Analytics 2019 – 2024
Table 28: Global AI in Big Data and IoT Market by Storage and Analytics Tools 2019 – 2024
Table 29: Global AI in Big Data and IoT Market by Services 2019 – 2024
Table 30: Global AI in Big Data and IoT Market by Professional Services 2019 – 2024
Table 31: Global AI in Big Data and IoT Market by Management Functions 2019 – 2024
Table 32: Global AI in Big Data and IoT Market by Technology 2019 – 2024
Table 33: Global AI in Big Data and IoT Market by Machine Learning 2019 – 2024
Table 34: Global AI in Big Data and IoT Market by Industry Vertical 2019 – 2024
Table 35: Global AI in Big Data and IoT Market by Medical and Healthcare Application 2019 – 2024
Table 36: Global AI in Big Data and IoT Market by Manufacturing Application 2019 – 2024
Table 37: Global AI in Big Data and IoT Market by Consumer Electronics Application 2019 – 2024
Table 38: Global AI in Big Data and IoT Market by Automotive and Transportation Application 2019 – 2024
Table 39: Global AI in Big Data and IoT Market by Retail and Apparel Application 2019 – 2024
Table 40: Global AI in Big Data and IoT Market by Marketing and Advertising Application 2019 – 2024
Table 41: Global AI in Big Data and IoT Market by FinTech Application 2019 – 2024
Table 42: Global AI in Big Data and IoT Market by Building and Construction Application 2019 – 2024
Table 43: Global AI in Big Data and IoT Market by Agriculture Application 2019 – 2024
Table 44: Global AI in Big Data and IoT Market by Security and Surveillance Application 2019 – 2024
Table 45: Global AI in Big Data and IoT Market by Government, Military, and Aerospace Application 2019 – 2024
Table 46: Global AI in Big Data and IoT Market by Human Resource Application 2019 – 2024
Table 47: Global AI in Big Data and IoT Market by Legal and Law Application 2019 – 2024
Table 48: Global AI in Big Data and IoT Market by Telecommunication and IT Application 2019 – 2024
Table 49: Global AI in Big Data and IoT Market by Oil, Gas, and Mining Application 2019 – 2024
Table 50: Global AI in Big Data and IoT Market by Logistics Application 2019 – 2024
Table 51: Global AI in Big Data and IoT Market by Education and Learning Application 2019 – 2024
Table 52: Global AI in Big Data and IoT Market by Solution 2019 – 2024
Table 53: Global AI in Big Data and IoT Market by Application 2019 – 2024
Table 54: Global AI in Big Data and IoT Market by Deployment 2019 – 2024
Table 55: Global AI in Big Data and IoT Market by Cloud Deployment 2019 – 2024
Table 56: Global AI in Big Data and IoT Market by AI System 2019 – 2024
Table 57: Global AI in Big Data and IoT Market by AI System 2019 – 2024
Table 58: Global AI in Big Data and IoT Market by Connectivity 2019 – 2024
Table 59: Global AI in Big Data and IoT Market by Non-Telecom Connectivity 2019 – 2024
Table 60: Global AI in Big Data and IoT Market by Telecom Connectivity 2019 – 2024
Table 61: Global AI in Big Data and IoT Market by Connectivity Standard 2019 – 2024
Table 62: Global AI in Big Data and IoT Market by Enterprise 2019 – 2024
Table 63: Global AI in Big Data and IoT Market by Region 2019 – 2024
Table 64: North America AI in Big Data and IoT Market by Solution Components 2019 – 2024
Table 65: North America AI in Big Data and IoT Market by Embedded Solutions 2019 – 2024
Table 66: North America AI in Big Data and IoT Market by IoT Device 2019 – 2024
Table 67: North America AI in Big Data and IoT Market by IoT Things and Objects 2019 – 2024
Table 68: North America AI in Big Data and IoT Market by Software 2019 – 2024
Table 69: North America AI in Big Data and IoT Market by Digital Personal Assistants 2019 – 2024
Table 70: North America AI in Big Data and IoT Market by IoT Platforms 2019 – 2024
Table 71: North America AI in Big Data and IoT Market by Storage and Analytics 2019 – 2024
Table 72: North America AI in Big Data and IoT Market by Storage and Analytics Tools 2019 – 2024
Table 73: North America AI in Big Data and IoT Market by Services 2019 – 2024
Table 74: North America AI in Big Data and IoT Market by Professional Services 2019 – 2024
Table 75: North America AI in Big Data and IoT Market by Management Functions 2019 – 2024
Table 76: North America AI in Big Data and IoT Market by Technology 2019 – 2024
Table 77: North America AI in Big Data and IoT Market by Machine Learning 2019 – 2024
Table 78: North America AI in Big Data and IoT Market by Industry Vertical 2019 – 2024
Table 79: North America AI in Big Data and IoT Market by Solution 2019 – 2024
Table 80: North America AI in Big Data and IoT Market by Application 2019 – 2024
Table 81: North America AI in Big Data and IoT Market by Deployment 2019 – 2024
Table 82: North America AI in Big Data and IoT Market by Cloud Deployment 2019 – 2024
Table 83: North America AI in Big Data and IoT Market by AI System 2019 – 2024
Table 84: North America AI in Big Data and IoT Market by Connectivity 2019 – 2024
Table 85: North America AI in Big Data and IoT Market by Non-Telecom Connectivity 2019 – 2024
Table 86: North America AI in Big Data and IoT Market by Telecom Connectivity 2019 – 2024
Table 87: North America AI in Big Data and IoT Market by Leading Country 2019 – 2024
Table 88: APAC AI in Big Data and IoT Market by Solution Components 2019 – 2024
Table 89: APAC AI in Big Data and IoT Market by Embedded Solutions 2019 – 2024
Table 90: APAC AI in Big Data and IoT Market by IoT Device 2019 – 2024
Table 91: APAC AI in Big Data and IoT Market by IoT Things and Objects 2019 – 2024
Table 92: APAC AI in Big Data and IoT Market by Software 2019 – 2024
Table 93: APAC AI in Big Data and IoT Market by Digital Personal Assistants 2019 – 2024
Table 94: APAC AI in Big Data and IoT Market by IoT Platforms 2019 – 2024
Table 95: APAC AI in Big Data and IoT Market by Storage and Analytics 2019 – 2024
Table 96: APAC AI in Big Data and IoT Market by Storage and Analytics Tools 2019 – 2024
Table 97: APAC AI in Big Data and IoT Market by Services 2019 – 2024
Table 98: APAC AI in Big Data and IoT Market by Professional Services 2019 – 2024
Table 99: APAC AI in Big Data and IoT Market by Management Functions 2019 – 2024
Table 100: APAC AI in Big Data and IoT Market by Technology 2019 – 2024
Table 101: APAC AI in Big Data and IoT Market by Machine Learning 2019 – 2024
Table 102: APAC AI in Big Data and IoT Market by Industry Vertical 2019 – 2024
Table 103: APAC AI in Big Data and IoT Market by Solution 2019 – 2024
Table 104: APAC AI in Big Data and IoT Market by Application 2019 – 2024
Table 105: APAC AI in Big Data and IoT Market by Deployment 2019 – 2024
Table 106: APAC AI in Big Data and IoT Market by Cloud Deployment 2019 – 2024
Table 107: APAC AI in Big Data and IoT Market by AI System 2019 – 2024
Table 108: APAC AI in Big Data and IoT Market by Connectivity 2019 – 2024
Table 109: APAC AI in Big Data and IoT Market by Non-Telecom Connectivity 2019 – 2024
Table 110: APAC AI in Big Data and IoT Market by Telecom Connectivity 2019 – 2024
Table 111: APAC AI in Big Data and IoT Market by Leading Country 2019 – 2024
Table 112: China AI in Big Data and IoT Market by Solution Components 2019 – 2024
Table 113: China AI in Big Data and IoT Market by Embedded Solutions 2019 – 2024
Table 114: China AI in Big Data and IoT Market by IoT Device 2019 – 2024
Table 115: China AI in Big Data and IoT Market by IoT Things and Objects 2019 – 2024
Table 116: China AI in Big Data and IoT Market by Software 2019 – 2024
Table 117: China AI in Big Data and IoT Market by Digital Personal Assistants 2019 – 2024
Table 118: China AI in Big Data and IoT Market by IoT Platforms 2019 – 2024
Table 119: China AI in Big Data and IoT Market by Storage and Analytics 2019 – 2024
Table 120: China AI in Big Data and IoT Market by Storage and Analytics Tools 2019 – 2024
Table 121: China AI in Big Data and IoT Market by Services 2019 – 2024
Table 122: China AI in Big Data and IoT Market by Professional Services 2019 – 2024
Table 123: China AI in Big Data and IoT Market by Management Functions 2019 – 2024
Table 124: China AI in Big Data and IoT Market by Technology 2019 – 2024
Table 125: China AI in Big Data and IoT Market by Machine Learning 2019 – 2024
Table 126: China AI in Big Data and IoT Market by Industry Vertical 2019 – 2024
Table 127: China AI in Big Data and IoT Market by Solution 2019 – 2024
Table 128: China AI in Big Data and IoT Market by Application 2019 – 2024
Table 129: China AI in Big Data and IoT Market by Deployment 2019 – 2024
Table 130: China AI in Big Data and IoT Market by Cloud Deployment 2019 – 2024
Table 131: China AI in Big Data and IoT Market by AI System 2019 – 2024
Table 132: China AI in Big Data and IoT Market by Connectivity 2019 – 2024
Table 133: China AI in Big Data and IoT Market by Non-Telecom Connectivity 2019 – 2024
Table 134: China AI in Big Data and IoT Market by Telecom Connectivity 2019 – 2024
Table 135: South Korea AI in Big Data and IoT Market by Solution Components 2019 – 2024
Table 136: South Korea AI in Big Data and IoT Market by Embedded Solutions 2019 – 2024
Table 137: South Korea AI in Big Data and IoT Market by IoT Device 2019 – 2024
Table 138: South Korea AI in Big Data and IoT Market by IoT Things and Objects 2019 – 2024
Table 139: South Korea AI in Big Data and IoT Market by Software 2019 – 2024
Table 140: South Korea AI in Big Data and IoT Market by Digital Personal Assistants 2019 – 2024
Table 141: South Korea AI in Big Data and IoT Market by IoT Platforms 2019 – 2024
Table 142: South Korea AI in Big Data and IoT Market by Storage and Analytics 2019 – 2024
Table 143: South Korea AI in Big Data and IoT Market by Storage and Analytics Tools 2019 – 2024
Table 144: South Korea AI in Big Data and IoT Market by Services 2019 – 2024
Table 145: South Korea AI in Big Data and IoT Market by Professional Services 2019 – 2024
Table 146: South Korea AI in Big Data and IoT Market by Management Functions 2019 – 2024
Table 147: South Korea AI in Big Data and IoT Market by Technology 2019 – 2024
Table 148: South Korea AI in Big Data and IoT Market by Machine Learning 2019 – 2024
Table 149: South Korea AI in Big Data and IoT Market by Industry Vertical 2019 – 2024
Table 150: South Korea AI in Big Data and IoT Market by Solution 2019 – 2024
Table 151: South Korea AI in Big Data and IoT Market by Application 2019 – 2024
Table 152: South Korea AI in Big Data and IoT Market by Deployment 2019 – 2024
Table 153: South Korea AI in Big Data and IoT Market by Cloud Deployment 2019 – 2024
Table 154: South Korea AI in Big Data and IoT Market by AI System 2019 – 2024
Table 155: South Korea AI in Big Data and IoT Market by Connectivity 2019 – 2024
Table 156: South Korea AI in Big Data and IoT Market by Non-Telecom Connectivity 2019 – 2024
Table 157: South Korea AI in Big Data and IoT Market by Telecom Connectivity 2019 – 2024
Table 158: Taiwan AI in Big Data and IoT Market by Solution Components 2019 – 2024
Table 159: Taiwan AI in Big Data and IoT Market by Embedded Solutions 2019 – 2024
Table 160: Taiwan AI in Big Data and IoT Market by IoT Device 2019 – 2024
Table 161: Taiwan AI in Big Data and IoT Market by IoT Things and Objects 2019 – 2024
Table 162: Taiwan AI in Big Data and IoT Market by Software 2019 – 2024
Table 163: Taiwan AI in Big Data and IoT Market by Digital Personal Assistants 2019 – 2024
Table 164: Taiwan AI in Big Data and IoT Market by IoT Platforms 2019 – 2024
Table 165: Taiwan AI in Big Data and IoT Market by Storage and Analytics 2019 – 2024
Table 166: Taiwan AI in Big Data and IoT Market by Storage and Analytics Tools 2019 – 2024
Table 167: Taiwan AI in Big Data and IoT Market by Services 2019 – 2024
Table 168: Taiwan AI in Big Data and IoT Market by Professional Services 2019 – 2024
Table 169: Taiwan AI in Big Data and IoT Market by Management Functions 2019 – 2024
Table 170: Taiwan AI in Big Data and IoT Market by Technology 2019 – 2024
Table 171: Taiwan AI in Big Data and IoT Market by Machine Learning 2019 – 2024
Table 172: Taiwan AI in Big Data and IoT Market by Industry Vertical 2019 – 2024
Table 173: Taiwan AI in Big Data and IoT Market by Solution 2019 – 2024
Table 174: Taiwan AI in Big Data and IoT Market by Application 2019 – 2024
Table 175: Taiwan AI in Big Data and IoT Market by Deployment 2019 – 2024
Table 176: Taiwan AI in Big Data and IoT Market by Cloud Deployment 2019 – 2024
Table 177: Taiwan AI in Big Data and IoT Market by AI System 2019 – 2024
Table 178: Taiwan AI in Big Data and IoT Market by Connectivity 2019 – 2024
Table 179: Taiwan AI in Big Data and IoT Market by Non-Telecom Connectivity 2019 – 2024
Table 180: Taiwan AI in Big Data and IoT Market by Telecom Connectivity 2019 – 2024
Table 181: Rest of Asia AI in Big Data and IoT Market by Solution Components 2019 – 2024
Table 182: Rest of Asia AI in Big Data and IoT Market by Embedded Solutions 2019 – 2024
Table 183: Rest of Asia AI in Big Data and IoT Market by IoT Device 2019 – 2024
Table 184: Rest of Asia AI in Big Data and IoT Market by IoT Things and Objects 2019 – 2024
Table 185: Rest of Asia AI in Big Data and IoT Market by Software 2019 – 2024
Table 186: Rest of Asia AI in Big Data and IoT Market by Digital Personal Assistants 2019 – 2024
Table 187: Rest of Asia AI in Big Data and IoT Market by IoT Platforms 2019 – 2024
Table 188: Rest of Asia AI in Big Data and IoT Market by Storage and Analytics 2019 – 2024
Table 189: Rest of Asia AI in Big Data and IoT Market by Storage and Analytics Tools 2019 – 2024
Table 190: Rest of Asia AI in Big Data and IoT Market by Services 2019 – 2024
Table 191: Rest of Asia AI in Big Data and IoT Market by Professional Services 2019 – 2024
Table 192: Rest of Asia AI in Big Data and IoT Market by Management Functions 2019 – 2024
Table 193: Rest of Asia AI in Big Data and IoT Market by Technology 2019 – 2024
Table 194: Rest of Asia AI in Big Data and IoT Market by Machine Learning 2019 – 2024
Table 195: Rest of Asia AI in Big Data and IoT Market by Industry Vertical 2019 – 2024
Table 196: Rest of Asia AI in Big Data and IoT Market by Solution 2019 – 2024
Table 197: Rest of Asia AI in Big Data and IoT Market by Application 2019 – 2024
Table 198: Rest of Asia AI in Big Data and IoT Market by Deployment 2019 – 2024
Table 199: Rest of Asia AI in Big Data and IoT Market by Cloud Deployment 2019 – 2024
Table 200: Rest of Asia AI in Big Data and IoT Market by AI System 2019 – 2024
Table 201: Rest of Asia AI in Big Data and IoT Market by Connectivity 2019 – 2024
Table 202: Rest of Asia AI in Big Data and IoT Market by Non-Telecom Connectivity 2019 – 2024
Table 203: Rest of Asia AI in Big Data and IoT Market by Telecom Connectivity 2019 – 2024
Table 204: Europe AI in Big Data and IoT Market by Solution Components 2019 – 2024
Table 205: Europe AI in Big Data and IoT Market by Embedded Solutions 2019 – 2024
Table 206: Europe AI in Big Data and IoT Market by IoT Device 2019 – 2024
Table 207: Europe AI in Big Data and IoT Market by IoT Things and Objects 2019 – 2024
Table 208: Europe AI in Big Data and IoT Market by Software 2019 – 2024
Table 209: Europe AI in Big Data and IoT Market by Digital Personal Assistants 2019 – 2024
Table 210: Europe AI in Big Data and IoT Market by IoT Platforms 2019 – 2024
Table 211: Europe AI in Big Data and IoT Market by Storage and Analytics 2019 – 2024
Table 212: Europe AI in Big Data and IoT Market by Storage and Analytics Tools 2019 – 2024
Table 213: Europe AI in Big Data and IoT Market by Services 2019 – 2024
Table 214: Europe AI in Big Data and IoT Market by Professional Services 2019 – 2024
Table 215: Europe AI in Big Data and IoT Market by Management Functions 2019 – 2024
Table 216: Europe AI in Big Data and IoT Market by Technology 2019 – 2024
Table 217: Europe AI in Big Data and IoT Market by Machine Learning 2019 – 2024
Table 218: Europe AI in Big Data and IoT Market by Industry Vertical 2019 – 2024
Table 219: Europe AI in Big Data and IoT Market by Solution 2019 – 2024
Table 220: Europe AI in Big Data and IoT Market by Application 2019 – 2024
Table 221: Europe AI in Big Data and IoT Market by Deployment 2019 – 2024
Table 222: Europe AI in Big Data and IoT Market by Cloud Deployment 2019 – 2024
Table 223: Europe AI in Big Data and IoT Market by AI System 2019 – 2024
Table 224: Europe AI in Big Data and IoT Market by Connectivity 2019 – 2024
Table 225: Europe AI in Big Data and IoT Market by Non-Telecom Connectivity 2019 – 2024
Table 226: Europe AI in Big Data and IoT Market by Telecom Connectivity 2019 – 2024
Table 227: Europe AI in Big Data and IoT Market by Leading Country 2019 – 2024
Table 228: MEA AI in Big Data and IoT Market by Solution Components 2019 – 2024
Table 229: MEA AI in Big Data and IoT Market by Embedded Solutions 2019 – 2024
Table 230: MEA AI in Big Data and IoT Market by IoT Device 2019 – 2024
Table 231: MEA AI in Big Data and IoT Market by IoT Things and Objects 2019 – 2024
Table 232: MEA AI in Big Data and IoT Market by Software 2019 – 2024
Table 233: MEA AI in Big Data and IoT Market by Digital Personal Assistants 2019 – 2024
Table 234: MEA AI in Big Data and IoT Market by IoT Platforms 2019 – 2024
Table 235: MEA AI in Big Data and IoT Market by Storage and Analytics 2019 – 2024
Table 236: MEA AI in Big Data and IoT Market by Storage and Analytics Tools 2019 – 2024
Table 237: MEA AI in Big Data and IoT Market by Services 2019 – 2024
Table 238: MEA AI in Big Data and IoT Market by Professional Services 2019 – 2024
Table 239: MEA AI in Big Data and IoT Market by Management Functions 2019 – 2024
Table 240: MEA AI in Big Data and IoT Market by Technology 2019 – 2024
Table 241: MEA AI in Big Data and IoT Market by Machine Learning 2019 – 2024
Table 242: MEA AI in Big Data and IoT Market by Industry Vertical 2019 – 2024
Table 243: MEA AI in Big Data and IoT Market by Solution 2019 – 2024
Table 244: MEA AI in Big Data and IoT Market by Application 2019 – 2024
Table 245: MEA AI in Big Data and IoT Market by Deployment 2019 – 2024
Table 246: MEA AI in Big Data and IoT Market by Cloud Deployment 2019 – 2024
Table 247: MEA AI in Big Data and IoT Market by AI System 2019 – 2024
Table 248: MEA AI in Big Data and IoT Market by Connectivity 2019 – 2024
Table 249: MEA AI in Big Data and IoT Market by Non-Telecom Connectivity 2019 – 2024
Table 250: MEA AI in Big Data and IoT Market by Telecom Connectivity 2019 – 2024
Table 251: MEA AI in Big Data and IoT Market by Leading Country 2019 – 2024
Table 252: Latin America AI in Big Data and IoT Market by Solution Components 2019 – 2024
Table 253: Latin America AI in Big Data and IoT Market by Embedded Solutions 2019 – 2024
Table 254: Latin America AI in Big Data and IoT Market by IoT Device 2019 – 2024
Table 255: Latin America AI in Big Data and IoT Market by IoT Things and Objects 2019 – 2024
Table 256: Latin America AI in Big Data and IoT Market by Software 2019 – 2024
Table 257: Latin America AI in Big Data and IoT Market by Digital Personal Assistants 2019 – 2024
Table 258: Latin America AI in Big Data and IoT Market by IoT Platforms 2019 – 2024
Table 259: Latin America AI in Big Data and IoT Market by Storage and Analytics 2019 – 2024
Table 260: Latin America AI in Big Data and IoT Market by Storage and Analytics Tools 2019 – 2024
Table 261: Latin America AI in Big Data and IoT Market by Services 2019 – 2024
Table 262: Latin America AI in Big Data and IoT Market by Professional Services 2019 – 2024
Table 263: Latin America AI in Big Data and IoT Market by Management Functions 2019 – 2024
Table 264: Latin America AI in Big Data and IoT Market by Technology 2019 – 2024
Table 265: Latin America AI in Big Data and IoT Market by Machine Learning 2019 – 2024
Table 266: Latin America AI in Big Data and IoT Market by Industry Vertical 2019 – 2024
Table 267: Latin America AI in Big Data and IoT Market by Solution 2019 – 2024
Table 268: Latin America AI in Big Data and IoT Market by Application 2019 – 2024
Table 269: Latin America AI in Big Data and IoT Market by Deployment 2019 – 2024
Table 270: Latin America AI in Big Data and IoT Market by Cloud Deployment 2019 – 2024
Table 271: Latin America AI in Big Data and IoT Market by AI System 2019 – 2024
Table 272: Latin America AI in Big Data and IoT Market by Connectivity 2019 – 2024
Table 273: Latin America AI in Big Data and IoT Market by Non-Telecom Connectivity 2019 – 2024
Table 274: Latin America AI in Big Data and IoT Market by Telecom Connectivity 2019 – 2024
Table 275: Latin America AI in Big Data and IoT Market by Leading Country 2019 – 2024
Table 276: Global AI Embedded IoT Unit Deployment by Solution 2019 – 2024
Table 277: Global AI Embedded IoT Unit Deployment by IoT Device 2019 – 2024
Table 278: Global AI Embedded IoT Unit Deployment by IoT Things and Objects 2019 – 2024
Table 279: Global AI Embedded IoT Unit Deployment by IoT Semiconductor 2019 – 2024
Table 280: AI Embedded IoT Unit Deployment by Software 2019 – 2024
Table 281: AI Embedded IoT Unit Deployment by Region 2019 – 2024
Table 282: North America AI Embedded IoT Unit Deployment by Leading Country 2019 – 2024
Table 283: APAC AI Embedded IoT Unit Deployment by Leading Country 2019 – 2024
Table 284: Europe AI Embedded IoT Unit Deployment by Leading Country 2019 – 2024
Table 285: MEA AI Embedded IoT Unit Deployment by Leading Country 2019 – 2024
Table 286: Latin America AI Embedded IoT Unit Deployment by Leading Country 2019 – 2024
Table 287: Global AI Embedded IoT Market by Segments 2019 – 2024
Table 288: Global AI Embedded IoT Market by IoT Device 2019 – 2024
Table 289: Global AI Embedded IoT Market by IoT Things and Objects 2019 – 2024
Table 290: Global AI Embedded IoT Market by IoT Semiconductor 2019 – 2024
Table 291: AI Embedded IoT Market by IoT Software 2019 – 2024
Table 292: AI Embedded IoT Market by Region 2019 – 2024
Table 293: North America AI Embedded IoT Market by Leading Country 2019 – 2024
Table 294: APAC AI Embedded IoT Market by Leading Country 2019 – 2024
Table 295: Europe AI Embedded IoT Market by Leading Country 2019 – 2024
Table 296: MEA AI Embedded IoT Market by Leading Country 2019 – 2024
Table 297: Latin America AI Embedded IoT Market by Leading Country 2019 – 2024

Big Data in Internet of Things: IoT Data Management, Analytics, and Decision Making

1 Executive Summary

2 Big Data in Internet of Things
2.1 Big Data Framework for IoT
2.2 Need for New Protocols, Platforms, Streaming and Parsing, Software and Analytical Tools
2.2.1 Big Data in IoT will need Unified Logging Layer
2.2.2 Big Data in IoT Data Formats
2.2.3 Big Data in IoT Protocols
2.2.4 Big Data in IoT Protocols for Network Interoperability
2.2.5 Big Data in IoT Data Processing Scalability
2.3 Big Data in IoT Challenges
2.3.2 Data Security and Personal Information Privacy Challenges

3 Big Data in IoT Business Trends and Predictions
3.1 Large Companies Partnerships and M&A
3.2 Big Data as a Service for IoT Becomes Mainstream
3.3 M2M Analytics and Cloud Services will be Early Beneficiaries
3.4 Cybersecurity for Big Data Analytics in IoT
3.5 Flexible and Scalable Revenue Models for Big Data Services
3.6 Big Data Operational Savings and New Business Models

4 Big Data in IoT Vendor Ecosystem
4.1 Cloud based Analytics Platforms for IoT
4.2 Cloud-based Data Storage Service and Management Toolsets
4.3 Big Data Processing for Massive Data Analysis
4.4 Compute, Store, and Analyze Data at the Edge of Networks
4.5 Predictive Platforms and Solutions
4.6 Cloud based Analytics Systems for IoT
4.7 Database System Upgrades and Evolution
4.8 Analytics Platform Upgrades and Evolution
4.9 Real Time DDS and Comprehensive Messaging Platforms

5 Big Data in IoT Market Analysis and Forecasts
5.1 Driving Factors for Big Data in IoT
5.1.1 Consumer IoT
5.1.2 Industrial IoT
5.1.3 Enterprise IoT
5.1.4 Government IoT
5.2 Overall Global Market for Big Data in IoT 2019 – 2025
5.3 Global Big Data Solutions in IoT Market 2019 – 2025
5.4 Global Big Data in IoT Hardware, Software, and Services 2019 – 2025
5.5 Global Big Data in IoT Products and Services 2019 – 2025
5.5.1 Market for Big Data Collection in IoT 2019 – 2025
5.5.2 Market for Big Data Storage in IoT 2019 – 2025
5.5.3 Market for Big Data Analytics and Applications in IoT 2018 – 2025
5.5.4 Markets for Big Data as a Service in IoT 2018 to 2025
5.6 Big Data in IoT by Industry 2019 – 2025
5.6.1 Big Data in IoT for Building Automation 2019 – 2025
5.6.2 Big Data in IoT for Consumer Electronics 2019 – 2025
5.6.3 Big Data in IoT for Financial Services 2019 – 2025
5.6.4 Big Data in IoT for Government 2019 – 2025
5.6.5 Big Data in IoT for Healthcare 2019 – 2025
5.6.6 Big Data in IoT for Manufacturing 2019 – 2025
5.6.7 Big Data in IoT for Oil and Gas 2018 to 2025
5.6.8 Big Data in IoT for Retail Industry 2019 – 2025
5.6.9 Big Data in IoT for ICT Industry 2019 – 2025
5.6.10 Big Data in IoT for Transport and Cargo 2019 – 2025
5.6.11 Big Data in IoT for Utilities Industry 2019 – 2025

6 Key Companies
6.1 1010Data (Advance Communication Corp.)
6.2 Accenture
6.3 Actian Corporation
6.4 AdvancedMD
6.5 Alation
6.6 Allscripts Healthcare Solutions
6.7 Alpine Data Labs
6.8 Alteryx
6.9 Amazon
6.10 Anova Data
6.11 Apache Software Foundation
6.12 Apple Inc.
6.13 APTEAN (Formerly CDC Software)
6.14 Athena Health Inc.
6.15 Attunity
6.16 Booz Allen Hamilton
6.17 Bosch Software Innovations: Bosch IoT Suite
6.18 BGI
6.19 Big Panda
6.20 Bina Technologies Inc.
6.21 Capgemini
6.22 Cerner Corporation
6.23 Cisco Systems
6.24 CLC Bio
6.25 Cloudera
6.26 Cogito Ltd.
6.27 Compuverde
6.28 CRAY Inc.
6.29 Computer Science Corporation (CSC)
6.30 Crux Informatics
6.31 Ctrl Shift
6.32 Cvidya
6.33 Cybatar
6.34 DataDirect Network
6.35 Data Inc.
6.36 Databricks
6.37 Dataiku
6.38 Datameer
6.39 Data Stax
6.40 Definiens
6.41 Dell EMC
6.42 Deloitte
6.43 Domo
6.44 eClinicalWorks
6.45 Epic Systems Corporation
6.46 Facebook
6.47 Fluentd
6.48 Flytxt
6.49 Fujitsu
6.50 Genalice
6.51 General Electric
6.52 GenomOncology
6.53 GoodData Corporation
6.54 Google
6.55 Greenplum
6.56 Grid Gain Systems
6.57 Groundhog Technologies
6.58 Guavus
6.59 Hack/reduce
6.60 HPCC Systems
6.61 HP Enterprise
6.62 Hitachi Data Systems
6.63 Hortonworks
6.64 IBM
6.65 Illumina Inc
6.66 Imply Corporation
6.67 Informatica
6.68 Inter Systems Corporation
6.69 Intel
6.70 IVD Industry Connectivity Consortium-IICC
6.71 Jasper (Cisco Jasper)
6.72 Juniper Networks
6.73 Knome,Inc.
6.74 Leica Biosystems (Danaher)
6.75 Longview
6.76 MapR
6.77 Marklogic
6.78 Mayo Medical Laboratories
6.79 McKesson Corporation
6.80 Medical Information Technology Inc. (MEDITECH)
6.81 Medio
6.82 Medopad
6.83 Microsoft
6.84 Microstrategy
6.85 MongoDB (Formerly 10Gen)
6.86 MU Sigma
6.87 N-of-One
6.88 Netapp
6.89 NTT Data
6.90 Open Text (Actuate Corporation)
6.91 Opera Solutions
6.92 Oracle
6.93 Palantir Technologies Inc.
6.94 Pathway Genomics Corporation
6.95 Perkin Elmer
6.96 Pentaho (Hitachi)
6.97 Platfora
6.98 Qlik Tech
6.99 Quality Systems Inc (QSI)
6.100 Quantum
6.101 Quertle
6.102 Quest Diagnostics Inc.
6.103 Rackspace
6.104 Red Hat
6.105 Revolution Analytics
6.106 Roche Diagnostics
6.107 Rocket Fuel Inc.
6.108 Salesforce
6.109 SAP
6.110 SAS Institute
6.111 Selventa Inc.
6.112 Sense Networks
6.113 Shanghai Data Exchange
6.114 Sisense
6.115 Social Cops
6.116 Software AG/Terracotta
6.117 Sojern
6.118 Splice Machine
6.119 Splunk
6.120 Sqrrl
6.121 Sumo Logic
6.122 Sunquest Information Systems
6.123 Supermicro
6.124 Tableau Software
6.125 Tableau
6.126 Tata Consultancy Services
6.127 Teradata
6.128 ThetaRay
6.129 Thoughtworks
6.130 Think Big Analytics
6.131 TIBCO
6.132 Tube Mogul
6.133 Verint Systems
6.134 VolMetrix
6.135 VMware (Part of EMC)
6.136 Wipro
6.137 Workday (Platfora)
6.138 WuXi NextCode Genomics
6.139 Zoomdata

7 Summary and Conclusions
7.1 Emerging Opportunity Areas within Big Data in IoT
7.1.1 IoT Data Management and Analytics Marketplace
7.1.2 Decisions as a Service
7.2 Evolution of Structured and Unstructured Data Exchange
7.2.1 Phase One: Limited Data Exchange
7.2.2 Phase Two: Selective Data Exchange between Industries
7.2.3 Phase Three: Expanded Data Exchange across Industries and Between Competitors

Figures
Figure 1: Framework for Big Data in IoT
Figure 2: Big Data in IoT Care of Custody
Figure 3: Big Data in IoT Direct vs. Indirect Monetization
Figure 4: Big Data in IoT Internal vs. External Monetization
Figure 5: Big Data in IoT Hybrid Data from Merged Sources
Figure 6: New Revenue and Operational Benefits of Big Data in IoT
Figure 7: Big Data in Internet of Things 2019 – 2024
Figure 8: Big Data in IoT by Solution 2019 – 2024
Figure 9: Big Data in IoT Products and Services 2019 – 2024
Figure 10: Market for Big Data Collection in IoT 2019 – 2024
Figure 11: Regional Markets for Big Data Collection in IoT 2019 – 2024
Figure 12: Big Data Storage in IoT Market 2019 – 2024
Figure 13: Regional Market for Big Data Storage in IoT 2019 – 2024
Figure 14: Big Data Analytics and Applications in IoT Market 2019 – 2024
Figure 15: Regional Markets for Big Data Analytics and Applications in IoT 2019 – 2024
Figure 16: Big Data as a Service in IoT Market 2019 – 2024
Figure 17: Regional Markets for Big Data as a Service in IoT 2019 – 2024
Figure 18: Big Data in IoT by Industry Vertical 2019 – 2024
Figure 19: Big Data in IoT for Building Automation 2019 – 2024
Figure 20: Big Data in IoT for Consumer Electronics 2019 – 2024
Figure 21: Big Data in IoT for Financial Services 2019 – 2024
Figure 22: Big Data in IoT for Government 2019 – 2024
Figure 23: Big Data in IoT for Healthcare 2019 – 2024
Figure 24: Big Data in IoT for Manufacturing 2019 – 2024
Figure 25: Big Data in IoT for Oil &Gas 2019 – 2024
Figure 26: Big Data in IoT for Retail Industry 2019 – 2024
Figure 27: Big Data in IoT for ICT Industry 2019 – 2024
Figure 28: Big Data in IoT for Transport and Cargo 2019 – 2024
Figure 29: Big Data in IoT for Utilities 2019 – 2024
Figure 30: IoT Data Exchange Marketplace
Figure 31: Phase 1: Limited IoT Data Sharing with no Formalized Mediation
Figure 32: Phase 2: IoT Data Sharing between Limited Industries
Figure 33: Phase 3: IoT Data across Industries and between Competitors

Tables
Table 1: Big Data in Internet of Things 2019 – 2024
Table 2: Market for Big Data in IoT by Solution Type 2019 – 2024
Table 3: Market for Big Data in IoT by Hardware, Software, and Services 2019 – 2024
Table 4: Big Data in IoT Products and Services 2019 – 2024
Table 5: Market for Big Data Collection in IoT 2019 – 2024
Table 6: Regional Markets for Big Data Collection in IoT 2019 – 2024
Table 7: Big Data Storage in IoT Market 2019 – 2024
Table 8: Regional Markets for Big Data Storage Infrastructure in IoT 2019 – 2024
Table 9: Big Data Analytics and Applications in IoT Market 2019 – 2024
Table 10: Regional Markets for Big Data Analytics and Applications in IoT 2019 – 2024
Table 11: Big Data as a Service in IoT Market 2019 – 2024
Table 12: Regional Markets for Big Data as a Service in IoT 2019 – 2024
Table 13: Big Data in IoT by Industry Vertical 2019 – 2024
Table 14: IoT Data Analytics Revenue by Solution and Services 2019 – 2024

Data as a Service Market by Enterprise, Industrial, Public and Government Data Applications and Services

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
1.1 General Data Trends
6.3 Enterprise Leverages own Data and Telecom
6.3.1 Web APIs
6.3.2 SOA and Enterprise APIs
6.3.3 Cloud APIs
6.3.4 Telecom APIs
6.4 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 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 Solutions 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 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 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 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 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

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 2019 – 2024
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

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

Companies Mentioned

1010data
3i Data Scraping
AB Electrolux
ABB Ltd.
Accenture
Accenture PLC
Actian Corporation
Actifio
Acxiom Corporation
AIBrian Inc.
Alibaba
Alluvium
Alteryx Ltd.
Amazon Inc.
Analog Devices
Anova Data
AOL
Apache Software Foundation
Apaleo Marketplace
Appier.com
Apple Inc.
Aptean (Formerly CDC Software)
ARM Limited
Arundo Analytics
Atmel Corporation
AtScale Inc.
Augury Systems
Ayla Networks Inc.
Baidu
Bloomberg Finance L.P.
Booz Allen Hamilton
Bosch Software Innovations
Brighterion Inc.
Buddy
C3 IoT
Canvass Analytics
Capgemini
C-B4
Cisco Systems Inc.
Clickfox
Cloudera
CloudMinds
Column Technologies
Comfy
Computer Science Corporation
comScore Inc.
Continental
Coriolis Technologies
Corporate360
Cray Inc.
Crunchbase, Inc.
CTERA
Cumulocity GmBH
Cypress Semiconductor Corp
Datadirect Network
Datameer
Datasift Inc.
DataStax Inc
Dawex Systems
DC Frontiers Pte. Ltd.
Dell EMC
Deloitte
Demandbase (Whotoo)
Denodo Technologies
Digital Reasoning Systems Inc.
Dow Jones & Company, Inc.
Dremio
DT42
Echelon Corporation
EMC Corporation
Enea AB
Equifax, Inc.
ESRI, Inc.
Experian plc
Express Logic Inc.
Facebook, Inc.
Factiva
Falkonry
Fico
FirstRain, Inc.
FocusMotion
Fujitsu Ltd.
GE Predix
Gemalto N.V.
General Electric
General Vision Inc.
getsix group
Gigaspaces
Glassbeam
Gooddata Corporation
Google Inc.
Gopher Protocol
Graphcore
Guavus Inc.
H2O.ai
Haier Group Corporation
Helium Systems
Hewlett Packard Enterprise
HG Data Company
Hitachi Data Systems
Hoover's
Hortonworks
HP Enterprise
Huawei Technologies
IBM Corp.
IHS Inc
Imagimob
Inbenta
Infineon Technologies AG
Infochimps
Infogix, Inc.,
Informatica
Informatica Corporation
Information Builders Inc.
Information Resources, Inc
Infosys
Innodisk
Intel Corporation
Interactor
Intercontinental Exchange, Inc.
Intuit
Iota Foundation
Ipedo
IQM Corporation
Jasper (Cisco Jasper)
Juniper Networks
K2View
KBC global
LexisNexis Group
LinkedIn
Longview
Losant IoT
Maana
MapR Technologies Inc
MariaDB
Marklogic
MasterCard Advisors
Micron Technology
Microsoft Corp.
Microstrategy
Mighty AI, Inc.
Mindtree
mnubo
MoBagel
Mobilewalla
Mongodb (Formerly 10Gen)
Moody's Corporation
Moov
Morningstar, Inc
Mu Sigma
Netapp
Neura
Nielsen Holdings Plc
Nokia Corporation
NTT Data
NVidia
Open Text (Actuate Corporation)
OpenAI
Opera Solutions
Optum, Inc.,
Oracle Corporation
Pentaho (Hitachi)
Pepper
PlaceIQ, Inc.
PointGrab
Protel I/O
PTC Corporation
Qlik Technologies Inc.
Qualcomm
Quantum
Qubole
Quest Software
Rackspace
Red Hat
Revolution Analytics
Robert Bosch GmbH
Salesforce Inc.
SAP SE
SAS
Sentenai
Sentrian
Sharp
ShiftPixy
Siemens AG
Sisense
SiteMinder Exchange
SK Telecom
Skype
SlamData,
SMARTe Inc.
SnapLogic
Snapshot (On Demand)
Snowflake Computing
SoftBank Robotics
Software Ag/Terracotta
SpaceX
SparkCognition
Splunk
Sqrrl
STMicroelectronics
Supermicro
Symantec Corporation
Tableau Software
Tachyus
Talend
Tata Consultancy Services
Tellmeplus
Tencent
Tend.ai
Teradata
Terbine
Terminus
Terracotta
Tesla
Texas Instruments
The Dun & Bradstreet Corporation
The Weather Company, LLC
Thethings.io
Think Big Analytics
Thomson Reuters Corp.
ThoughtSpot Inc.
TIBCO Software Inc
Tresata
Tuya Smart
Twitter, Inc.
Uptake
Urban Mapping
Verint Systems
Verizon Communications, Inc.
Veros Systems
Vmware (Part Of EMC)
Whirlpool Corporation
Wind River Systems
Wipro
Wisers Information Limited
Wolters Kluwer N.V
Workday (Platfora)
x.ai
Xiaomi Technology
Xignite
Yahoo
ZertoZerto

Methodology

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Artificial Intelligence (AI) in Big Data, Data as a Service (DaaS), AI Supported IoT (AIoT), and AIoT DaaS 2019 - 2024

Table of Contents

Companies Mentioned

Methodology

Table of Contents

Companies Mentioned

Methodology

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