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GPU Database Market Forecast to 2028 - COVID-19 Impact and Global Analysis By Component, Deployment, by Application, Industrial Vertical

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    Report

  • 192 Pages
  • October 2022
  • Region: Global
  • The Insight Partners
  • ID: 5671783
UP TO OFF until Jun 30th 2024
The GPU database market size was valued at US$ 1,112.11 million by 2028 from US$ US$ 388.81 million in 2022. It is expected to grow at a CAGR of 19.1% during 2021-2028.

Strong ecosystem support, increased customer adoption, and a faster journey from research to production are prominent trends accelerating the demand for the GPU database market across various enterprises. The adoption of GPU is increasing faster, exceeding the data growth rate; hence, it promises to deliver next-generation platforms for accelerating analytics. It provides accelerated databases with significant benefits compared to mainstream databases, generally regarding repetitive queries on massive amounts of data. The increased adoption of machine learning further accelerates the demand for GPUs, enhancing mathematical computation capability and speeding up computational processes. Thus, increasing adoption is expected to bolster the market over the forecast period.

The demand for GPU databases is increasing in North America due to the faster adoption of advanced technologies in the US, Canada, and Mexico. North America holds the largest market share due to the increasing uptake of GPU-accelerated systems and growing initiatives by industry players to achieve partnerships with leading players by offering analytical processing and data processing solutions. North American countries hold a potential demand for high-performance computing in various data-intensive industries, which are witnessing healthy uptake of GPU-accelerated tools across industry verticals. For instance, in August 2022, Intel has been hyping up its media delivery and cloud gaming with Flex Series GPUs, which are placed in the cloud data centers for AI inferencing and graphics, such as gaming and video to remote devices. Therefore, the increasing adoption of AI and ML in industries is anticipated to drive the market over the forecast period in North America.

In Asia Pacific, countries are developing at a faster pace due to growth in industrialization and integration of advanced technologies such as AI, ML, and data analytics, which is subsequently augmenting the need for GPU-accelerated solutions. In addition, prominent players in Asia Pacific and emerging economies, such as India and China, have accelerated the demand for GPU database solutions. Furthermore, small and medium enterprises in Asia Pacific have expanded their investments in integrating GPU databases owing to the rise in high-performance computing applications in various data-intensive industries. Hence, such factors are increasing the regional GPU database market share.

The growing demand for GPU database solutions from the Middle East & Africa and South & Central America is also driving the market. The countries in MEA are highly focused on developing sustainable infrastructure by adopting AI and ML (which in turn require GPU databases) across industry verticals. For instance, in August 2022, Dubai Electricity and Water Authority (DEWA) planned investment in AI and ML to improve efficiency and smart grid integration. The countries in these regions are growing, exhibiting strong potential for GPU database providers. These aspects are anticipated to catalyze GPU database market growth over the projected timeframe.

The growing uptake of GPU databases across various applications in every vertical of the industry is trending the market dynamics. The leading consumer internet companies, automakers, and healthcare organizations have adopted GPU technologies. For instance, Chinese firm eCommerce JD.com uses NVIDIA’s DeepStream SDK and TensorRT on Tesla P40 GPUs to identify and filter 1,000 channels of live-streamed full-HD videos for more family-friendly content. Also, BMW employs H2O.ai machine learning algorithms (XGBoost) and convolutional neural nets to support vehicle engineering and after-sales. Thus, increasing uptake across various industries is further propelling the GPU database market growth over the forecast period.

Key players profiled in the GPU database market study are BRYTLYT; FUZZY LOGIX, INC; GRAPHISTRY; H2O.AI; JEDOX; KINETICA DB INC.; NEO4J, INC.; OMNISCI, INC.; SQREAM DB; and ZILLIZ. The GPU database market report provides detailed GPU database market analysis, which helps key players to strategize the growth in the coming years.

Ongoing developments in GPU database technology are strengthening the market. For instance, in June 2022, a leading graph data platform, Neo4j, announced a partnership with Deloitte Consulting Southeast Asia (Deloitte) to provide various services to clients in the area. According to the agreement, Neo4j will supply Deloitte and, ultimately, the end-user product and technical support. Thus, such factors are expected to drive the market outlook over the forecast period.

Based on the GPU database market report, the GPU database market is segmented based on component, deployment, application, industry vertical, and geography. Based on components, the GPU database market GPU is bifurcated into tools and Services. In terms of deployment, the GPU database market is segmented into on-premises and cloud-based. Based on application, the GPU database market is segmented into fraud detection & prevention, governance risk & compliance (GRC), customer experience management, predictive maintenance, supply chain management, threat intelligence, and others. Based on industry vertical, the GPU database market is segmented into BFSI, IT & telecom, retail & e-commerce, healthcare, transportation & logistics, government & defense, and others. Based on geography, the GPU database market is segmented into North America (the US, Canada, and Mexico), Europe (Germany, France, Italy, UK, Russia, and the Rest of Europe), and Asia Pacific (Australia, China, India, Japan, South Korea, and the Rest of APAC), the Middle East & Africa (South Africa, Saudi Arabia, the UAE, and the Rest of MEA), and South America and Central America (Brazil, Argentina, and the Rest of SAM).

Geographically, the GPU database market is segmented into five major regions: North America, Europe, Asia Pacific (APAC), the Middle East & Africa (MEA), and South America (SAM). In 2021, North America led the market and was closely followed by Europe. Further, Asia Pacific is expected to register the highest CAGR in the GPU database market from 2022 to 2028.

Table of Contents

1. Introduction
1.1 Study Scope
1.2 Research Report Guidance
1.3 Market Segmentation
2. Key Takeaways
3. Research Methodology
3.1 Coverage
3.2 Secondary Research
3.3 Primary Research
4. GPU Database Market Landscape
4.1 Market Overview
4.2 PEST Analysis
4.2.1 North America
4.2.2 Europe
4.2.3 APAC
4.2.4 MEA
4.2.5 SAM
4.3 Ecosystem Analysis
4.4 Expert Opinion
5. GPU Database Market - Key Market Dynamics
5.1 Market Drivers
5.1.1 Significant Rise in Data Generation in BFSI, Media, and Entertainment Sectors
5.1.2 Availability of Open Source Solutions and Growing Applications Areas
5.1.3 Regulations Creating Demand for Solutions Providing Performance-at-Scale
5.2 Key Market Restraints
5.2.1 High dominance of CPU’s over the GPU
5.2.2 Limited Capabilities of Available GPU Databases to Perform Crucial Operations in Analytics Use Cases
5.3 Key Market Opportunities
5.3.1 The increasing preference of enterprises toward AI and machine learning facilitated workloads
5.3.2 Growing Demand for High-Performance Computing in Various Data-Intensive Industries
5.4 Trends
5.4.1 Strong Ecosystem support and increase in customer adoption
5.4.2 GPU-Accelerated Computing Would Continue to Enhance Machine Learning and Deep Learning Use-Cases
5.5 Impact analysis of Drivers and Restraints
6. GPU Database - Global Market Analysis
6.1 Global GPU Database Market Overview
6.2 Global GPU Database Market Revenue Forecast and Analysis
6.3 Market Positioning - Five Key Players
7. GPU Database Market Analysis - By Component
7.1 Overview
7.2 GPU Database Market, By Component (2021 And 2028)
7.3 Tool
7.3.1 Overview
7.3.2 Tool: GPU Database Market Revenue and Forecast To 2028 (US$ Million)
7.4 Service
7.4.1 Overview
7.4.2 Service: GPU Database Market Revenue and Forecast To 2028 (US$ Million)
8. Global GPU Database Market Analysis - By Deployment
8.1 Overview
8.2 GPU Database Market, By Deployment (2021 And 2028)
8.3 Cloud
8.3.1 Overview
8.3.2 Cloud: GPU Database Market Revenue and Forecast To 2028 (US$ Million)
8.4 On Premises
8.4.1 Overview
8.4.2 On Premises: GPU Database Market Revenue and Forecast To 2028 (US$ Million)
9. Global GPU Database Market Analysis - By Application
9.1 Overview
9.2 GPU Database Market, By Application (2021 and 2028)
9.3 Fraud Detection and Prevention
9.3.1 Overview
9.3.2 Fraud Detection and Prevention: GPU Database Market Revenue and Forecast To 2028 (US$ Million)
9.4 Governance Risk and Compliance (GRC)
9.4.1 Overview
9.4.2 Governance Risk and Compliance (GRC): GPU Database Market Revenue and Forecast To 2028 (US$ Million)
9.5 Customer Experience Management
9.5.1 Overview
9.5.2 Customer Experience Management: GPU Database Market Revenue and Forecast To 2028 (US$ Million)
9.6 Predictive Maintenance
9.6.1 Overview
9.6.2 Predictive Maintenance: GPU Database Market Revenue and Forecast To 2028 (US$ Million)
9.7 Supply Chain Management
9.7.1 Overview
9.7.2 Supply Chain Management: GPU Database Market Revenue and Forecast To 2028 (US$ Million)
9.8 Threat Intelligence
9.8.1 Overview
9.8.2 Threat Intelligence: GPU Database Market Revenue and Forecast To 2028 (US$ Million)
9.9 Others
9.9.1 Overview
9.9.2 Others: GPU Database Market Revenue and Forecast To 2028 (US$ Million)
10. GPU Database Market Analysis - By Industry Vertical
10.1 Overview
10.2 GPU Database Market, By Industry (2021 And 2028)
10.3 BFSI
10.3.1 Overview
10.3.2 BFSI: GPU Database Market Revenue and Forecast To 2028 (US$ Million)
10.4 IT and Telecom
10.4.1 Overview
10.4.2 IT and Telecom: GPU Database Market Revenue and Forecast To 2028 (US$ Million)
10.5 Retail and E-commerce
10.5.1 Overview
10.5.2 Retail and E-commerce: GPU Database Market Revenue and Forecast To 2028 (US$ Million)
10.6 Healthcare
10.6.1 Overview
10.6.2 Healthcare: GPU Database Market Revenue and Forecast To 2028 (US$ Million)
10.7 Transportation and Logistics
10.7.1 Overview
10.7.2 Transportation and Logistics: GPU Database Market Revenue and Forecast To 2028 (US$ Million)
10.8 Government and Defense
10.8.1 Overview
10.8.2 Government and Defense: GPU Database Market Revenue and Forecast To 2028 (US$ Million)
10.9 Others
10.9.1 Overview
10.9.2 Others: GPU Database Market Revenue and Forecast To 2028 (US$ Million)
11. GPU Database Market - Geographic Analysis
11.1 Overview
11.2 North America: GPU Database Market
11.2.1 Overview
11.2.2 North America GPU Database Market, Revenue and Forecast to 2028 (US$ million)
11.2.3 North America GPU Database Market Breakdown, By Component
11.2.4 North America GPU Database Market Breakdown, By Deployment
11.2.5 North America GPU Database Market Breakdown, By Application
11.2.6 North America GPU Database Market Breakdown, By Industry Vertical
11.2.7 North America GPU Database Market Breakdown, by Country
11.2.7.1 US GPU Database Market, Revenue and Forecast to 2028
11.2.7.1.1 US GPU Database Market Breakdown, By Component
11.2.7.1.2 US GPU Database Market Breakdown, By Deployment
11.2.7.1.3 US GPU Database Market Breakdown, By Application
11.2.7.1.4 US GPU Database Market Breakdown, By Industry Vertical
11.2.7.2 Canada GPU Database Market, Revenue and Forecast to 2028
11.2.7.2.1 Canada GPU Database Market Breakdown, By Component
11.2.7.2.2 Canada GPU Database Market Breakdown, By Deployment
11.2.7.2.3 Canada GPU Database Market Breakdown, By Application
11.2.7.2.4 Canada GPU Database Market Breakdown, By Industry Vertical
11.2.7.3 Mexico GPU Database Market, Revenue and Forecast to 2028
11.2.7.3.1 Mexico GPU Database Market Breakdown, By Component
11.2.7.3.2 Mexico GPU Database Market Breakdown, By Deployment
11.2.7.3.3 Mexico GPU Database Market Breakdown, By Application
11.2.7.3.4 Mexico GPU Database Market Breakdown, By Industry Vertical
11.3 Europe: GPU Database Market
11.3.1 Overview
11.3.2 Europe GPU Database Market Revenue and Forecast to 2028 (US$ million)
11.3.3 Europe GPU Database Market Breakdown, By Component
11.3.4 Europe GPU Database Market Breakdown, By Deployment
11.3.5 Europe GPU Database Market Breakdown, By Application
11.3.6 Europe GPU Database Market Breakdown, By Industry Vertical
11.3.7 Europe GPU Database Market Breakdown, by Country
11.3.7.1 Germany GPU Database Market, Revenue and Forecast to 2028
11.3.7.1.1 Germany GPU Database Market Breakdown, By Component
11.3.7.1.2 Germany GPU Database Market Breakdown, By Deployment
11.3.7.1.3 Germany GPU Database Market Breakdown, By Application
11.3.7.1.4 Germany GPU Database Market Breakdown, By Industry Vertical
11.3.7.2 France GPU Database Market, Revenue and Forecast to 2028
11.3.7.2.1 France GPU Database Market Breakdown, By Component
11.3.7.2.2 France GPU Database Market Breakdown, By Deployment
11.3.7.2.3 France GPU Database Market Breakdown, By Application
11.3.7.2.4 France GPU Database Market Breakdown, By Industry Vertical
11.3.7.3 Italy GPU Database Market, Revenue and Forecast to 2028
11.3.7.3.1 Italy GPU Database Market Breakdown, By Component
11.3.7.3.2 Italy GPU Database Market Breakdown, By Deployment
11.3.7.3.3 Italy GPU Database Market Breakdown, By Application
11.3.7.3.4 Italy GPU Database Market Breakdown, By Industry Vertical
11.3.7.4 UK GPU Database Market, Revenue and Forecast to 2028
11.3.7.4.1 UK GPU Database Market Breakdown, By Component
11.3.7.4.2 UK GPU Database Market Breakdown, By Deployment
11.3.7.4.3 UK GPU Database Market Breakdown, By Application
11.3.7.4.4 UK GPU Database Market Breakdown, By Industry Vertical
11.3.7.5 Russia GPU Database Market, Revenue and Forecast to 2028
11.3.7.5.1 Russia GPU Database Market Breakdown, By Component
11.3.7.5.2 Russia GPU Database Market Breakdown, By Deployment
11.3.7.5.3 Russia GPU Database Market Breakdown, By Application
11.3.7.5.4 Russia GPU Database Market Breakdown, By Industry Vertical
11.3.7.6 Rest of Europe GPU Database Market, Revenue and Forecast to 2028
11.3.7.6.1 Rest of Europe GPU Database Market Breakdown, By Component
11.3.7.6.2 Rest of Europe GPU Database Market Breakdown, By Deployment
11.3.7.6.3 Rest of Europe GPU Database Market Breakdown, By Application
11.3.7.6.4 Rest of Europe GPU Database Market Breakdown, By Industry Vertical
11.4 APAC: GPU Database Market
11.4.1 Overview
11.4.2 APAC GPU Database Market, Revenue and Forecast to 2028 (US$ million)
11.4.3 APAC GPU Database Market Breakdown, By Component
11.4.4 APAC GPU Database Market Breakdown, By Deployment
11.4.5 APAC GPU Database Market Breakdown, By Application
11.4.6 APAC GPU Database Market Breakdown, By Industry Vertical
11.4.7 APAC GPU Database Market Breakdown, by Country
11.4.7.1 Australia GPU Database Market, Revenue and Forecast to 2028 (US$ million)
11.4.7.1.1 Australia GPU Database Market Breakdown, By Component
11.4.7.1.2 Australia GPU Database Market Breakdown, By Deployment
11.4.7.1.3 Australia GPU Database Market Breakdown, By Application
11.4.7.1.4 Australia GPU Database Market Breakdown, By Industry Vertical
11.4.7.2 China GPU Database Market, Revenue and Forecast to 2028 (US$ million)
11.4.7.2.1 China GPU Database Market Breakdown, By Component
11.4.7.2.2 China GPU Database Market Breakdown, By Deployment
11.4.7.2.3 China GPU Database Market Breakdown, By Application
11.4.7.2.4 China GPU Database Market Breakdown, By Industry Vertical
11.4.7.3 India GPU Database Market, Revenue and Forecast to 2028 (US$ million)
11.4.7.3.1 India GPU Database Market Breakdown, By Component
11.4.7.3.2 India GPU Database Market Breakdown, By Deployment
11.4.7.3.3 India GPU Database Market Breakdown, By Application
11.4.7.3.4 India GPU Database Market Breakdown, By Industry Vertical
11.4.7.4 Japan GPU Database Market, Revenue and Forecast to 2028 (US$ million)
11.4.7.4.1 Japan GPU Database Market Breakdown, By Component
11.4.7.4.2 Japan GPU Database Market Breakdown, By Deployment
11.4.7.4.3 Japan GPU Database Market Breakdown, By Application
11.4.7.4.4 Japan GPU Database Market Breakdown, By Industry Vertical
11.4.7.5 South Korea GPU Database Market, Revenue and Forecast to 2028 (US$ million)
11.4.7.5.1 South Korea GPU Database Market Breakdown, By Component
11.4.7.5.2 South Korea GPU Database Market Breakdown, By Deployment
11.4.7.5.3 South Korea GPU Database Market Breakdown, By Application
11.4.7.5.4 South Korea GPU Database Market Breakdown, By Industry Vertical
11.4.7.6 Rest of APAC GPU Database Market, Revenue and Forecast to 2028 (US$ million)
11.4.7.6.1 Rest of APAC GPU Database Market Breakdown, By Component
11.4.7.6.2 Rest of APAC GPU Database Market Breakdown, By Deployment
11.4.7.6.3 Rest of APAC GPU Database Market Breakdown, By Application
11.4.7.6.4 Rest of APAC GPU Database Market Breakdown, By Industry Vertical
11.5 MEA: GPU Database Market
11.5.1 Overview
11.5.2 MEA GPU Database Market, Revenue and Forecast to 2028 (US$ million)
11.5.3 MEA GPU Database Market Breakdown, By Component
11.5.4 MEA GPU Database Market Breakdown, By Deployment
11.5.5 MEA GPU Database Market Breakdown, By Application
11.5.6 MEA GPU Database Market Breakdown, By Industry Vertical
11.5.7 MEA GPU Database Market Breakdown, By Country
11.5.7.1 Saudi Arabia GPU Database Market, Revenue and Forecast to 2028 (US$ million)
11.5.7.1.1 Saudi Arabia GPU Database Market Breakdown, By Component
11.5.7.1.2 Saudi Arabia GPU Database Market Breakdown, By Deployment
11.5.7.1.3 Saudi Arabia GPU Database Market Breakdown, By Application
11.5.7.1.4 Saudi Arabia GPU Database Market Breakdown, By Industry Vertical
11.5.7.2 UAE GPU Database Market, Revenue and Forecast to 2028 (US$ million)
11.5.7.2.1 UAE GPU Database Market Breakdown, By Component
11.5.7.2.2 UAE GPU Database Market Breakdown, By Deployment
11.5.7.2.3 UAE GPU Database Market Breakdown, By Application
11.5.7.2.4 UAE GPU Database Market Breakdown, By Industry Vertical
11.5.7.3 South Africa GPU Database Market, Revenue and Forecast to 2028 (US$ million)
11.5.7.3.1 South Africa GPU Database Market Breakdown, By Component
11.5.7.3.2 South Africa GPU Database Market Breakdown, By Deployment
11.5.7.3.3 South Africa GPU Database Market Breakdown, By Application
11.5.7.3.4 South Africa GPU Database Market Breakdown, By Industry Vertical
11.5.7.4 Rest of MEA GPU Database Market, Revenue and Forecast to 2028 (US$ million)
11.5.7.4.1 Rest of MEA GPU Database Market Breakdown, By Component
11.5.7.4.2 Rest of MEA GPU Database Market Breakdown, By Deployment
11.5.7.4.3 Rest of MEA GPU Database Market Breakdown, By Application
11.5.7.4.4 Rest of MEA GPU Database Market Breakdown, By Industry Vertical
11.6 SAM: GPU Database Market
11.6.1 Overview
11.6.2 SAM GPU Database Market, Revenue and Forecast to 2028 (US$ million)
11.6.3 SAM GPU Database Market Breakdown, By Component
11.6.4 SAM GPU Database Market Breakdown, By Deployment
11.6.5 SAM GPU Database Market Breakdown, By Application
11.6.6 SAM GPU Database Market Breakdown, By Industry Vertical
11.6.7 SAM GPU Database Market Breakdown, by Country
11.6.7.1 Brazil GPU Database Market, Revenue and Forecast to 2028
11.6.7.1.1 Brazil GPU Database Market Breakdown, By Component
11.6.7.1.2 Brazil GPU Database Market Breakdown, By Deployment
11.6.7.1.3 Brazil GPU Database Market Breakdown, By Application
11.6.7.1.4 Brazil GPU Database Market Breakdown, By Industry Vertical
11.6.7.2 Argentina GPU Database Market, Revenue and Forecast to 2028
11.6.7.2.1 Argentina GPU Database Market Breakdown, By Component
11.6.7.2.2 Argentina GPU Database Market Breakdown, By Deployment
11.6.7.2.3 Argentina GPU Database Market Breakdown, By Application
11.6.7.2.4 Argentina GPU Database Market Breakdown, By Industry Vertical
11.6.7.3 Rest of SAM GPU Database Market, Revenue and Forecast to 2028
11.6.7.3.1 Rest of SAM GPU Database Market Breakdown, By Component
11.6.7.3.2 Rest of SAM GPU Database Market Breakdown, By Deployment
11.6.7.3.3 Rest of SAM GPU Database Market Breakdown, By Application
11.6.7.3.4 Rest of SAM GPU Database Market Breakdown, By Industry Vertical
12. Impact of COVID-19 Pandemic on GPU Database Market
12.1 Overview
12.2 North America: Impact Assessment of COVID-19 Pandemic
12.3 Europe: Impact Assessment of COVID-19 Pandemic
12.4 APAC: Impact Assessment of COVID-19 Pandemic
12.5 MEA: Impact Assessment of COVID-19 Pandemic
12.6 SAM: Impact Assessment of COVID-19 Pandemic
13. Industry Landscape
13.1 Overview
13.2 Market Initiative
13.3 New Product Development
14. Company Profiles
14.1 BRYTLYT
14.1.1 Key Facts
14.1.2 Business Description
14.1.3 Products and Services
14.1.4 Financial Overview
14.1.5 SWOT Analysis
14.1.6 Key Developments
14.2 GRAPHISTRY
14.2.1 Key Facts
14.2.2 Business Description
14.2.3 Products and Services
14.2.4 Financial Overview
14.2.5 SWOT Analysis
14.2.6 Key Developments
14.3 H2O.ai
14.3.1 Key Facts
14.3.2 Business Description
14.3.3 Products and Services
14.3.4 Financial Overview
14.3.5 SWOT Analysis
14.3.6 Key Developments
14.4 Jedox
14.4.1 Key Facts
14.4.2 Business Description
14.4.3 Products and Services
14.4.4 Financial Overview
14.4.5 SWOT Analysis
14.4.6 Key Developments
14.5 Kinetica DB Inc.
14.5.1 Key Facts
14.5.2 Business Description
14.5.3 Products and Services
14.5.4 Financial Overview
14.5.5 SWOT Analysis
14.5.6 Key Developments
14.6 Neo4J, INC.
14.6.1 Key Facts
14.6.2 Business Description
14.6.3 Products and Services
14.6.4 Financial Overview
14.6.5 SWOT Analysis
14.6.6 Key Developments
14.7 SQream Technologies
14.7.1 Key Facts
14.7.2 Business Description
14.7.3 Products and Services
14.7.4 Financial Overview
14.7.5 SWOT Analysis
14.7.6 Key Developments
14.8 ZILLIZ
14.8.1 Key Facts
14.8.2 Business Description
14.8.3 Products and Services
14.8.4 Financial Overview
14.8.5 SWOT Analysis
14.8.6 Key Developments
14.9 NVIDIA CORPORATION
14.9.1 Key Facts
14.9.2 Business Description
14.9.3 Products and Services
14.9.4 Financial Overview
14.9.5 SWOT Analysis
14.9.6 Key Developments
14.10 HEAVY.AI
14.10.1 Key Facts
14.10.2 Business Description
14.10.3 Products and Services
14.10.4 Financial Overview
14.10.5 SWOT Analysis
14.10.6 Key Developments
15. Appendix
15.1 About the Publisher
15.2 Word Index

Companies Mentioned (Partial List)

A selection of companies mentioned in this report includes, but is not limited to:

  • BRYTLYT
  • GRAPHISTRY
  • H2O.ai
  • Jedox
  • Kinetica DB Inc.
  • Neo4J, INC.
  • SQREAM DB
  • ZILLIZ
  • NVIDIA CORPORATION
  • HEAVY.AI

Table Information