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市场调查报告书
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1571968

全球GPU资料库市场

GPU Database
出版日期: | 出版商: Global Industry Analysts, Inc. | 英文 89 Pages | 商品交期: 最快1-2个工作天内

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简介目录

到 2030 年，全球 GPU资料库市场预计将达到 29 亿美元

全球GPU资料库市场预估2023年为8.059亿美元，预估至2030年将达29亿美元，2023-2030年分析期间复合年增长率为20.1%。 GPU资料库工具是本报告分析的细分市场之一，预计复合年增长率为 21.0%，到分析期结束时将达到 21 亿美元。分析期间，GPU资料库服务业的复合年增长率预计为 18.0%。

美国市场预估为2.044亿美元，中国预期复合年增长率为25.5%

预计 2023 年美国GPU资料库市场规模将达 2.044 亿美元。中国作为世界第二大经济体，预计到 2030 年市场规模将达到 8.011 亿美元，2023-2030 年分析期间复合年增长率为 25.5%。其他值得注意的区域市场包括日本和加拿大，预计在分析期间复合年增长率分别为 14.0% 和 17.0%。在欧洲，德国的复合年增长率预计约为 15.5%。

全球 GPU资料库市场 – 主要趋势与驱动因素总结

GPU资料库将如何彻底改变巨量资料分析？

GPU资料库利用图形处理单元 (GPU) 的平行处理能力来加速查询效能和资料处理，从而改变巨量资料分析的游戏规则。与传统的基于 CPU 的资料库不同，GPU资料库可以即时处理大量资料，非常适合需要快速分析的应用程序，例如人工智慧 (AI)、机器学习 (ML) 和深度学习。 GPU资料库处理涉及非结构化资料的复杂查询的能力在金融、医疗保健、通讯和自动驾驶汽车等行业尤其有价值，在这些行业中，快速资料处理对于决策至关重要。随着资料量持续呈指数级增长，GPU资料库正成为希望更好地利用巨量资料的企业的下一代解决方案。

GPU资料库市场的关键细分领域和应用有哪些？

GPU资料库有两种类型：本地解决方案和云端基础的解决方案，云端部署由于其扩充性和灵活性而越来越受欢迎。 GPU资料库的关键应用包括即时分析、预测建模、诈骗侦测和自然语言处理。金融服务、通讯、医疗保健和自治系统等行业正在利用 GPU资料库来加速复杂的查询。在汽车领域，GPU资料库正在协助开发自动驾驶汽车，实现多个感测器的即时资料分析。同时，在通讯业，GPU资料库用于网路最佳化和客户分析。儘管北美领先市场，但由于人工智慧和资料密集型行业的进步，亚太地区正在快速成长。

科技创新如何增强 GPU资料库的能力？

技术创新正在推动 GPU资料库的显着改进，特别是在记忆体内体处理、平行运算以及与机器学习框架整合等领域。记忆体内体GPU资料库透过将资料直接存储在记忆体中来提供前所未有的速度，从而实现即时查询执行。数千个 GPU 核心同时运作的平行处理能力可让您在传统资料库所需时间的一小部分内处理庞大的资料集。此外，GPU资料库与 TensorFlow 和 PyTorch 等机器学习和 AI 平台的整合使资料科学家可以更轻鬆地执行复杂的分析和建立预测模型。这些技术创新扩展了GPU资料库的功能，使其成为巨量资料时代商业的必备工具。

推动GPU资料库市场成长的因素有哪些？

GPU资料库市场的成长受到多种因素的推动，包括对即时分析的需求不断增长以及资料驱动应用程式的复杂性不断增加。随着企业从物联网设备、社群媒体和电子商务平台产生更多资料，对更快、更有效率的资料处理的需求变得至关重要。 GPU资料库透过显着加快查询效能提供了解决方案。这在金融和医疗保健等行业尤其重要，因为快速决策可能会产生重大影响。需要即时处理大量资料的人工智慧和机器学习应用程式的扩展也推动了 GPU资料库的采用。此外，向云端基础的解决方案的日益转变以及越来越多的企业寻求扩充性且经济高效的方法来管理巨量资料需求也推动了市场的成长。

受访企业举例（共34家）

  • Anaconda
  • Blazegraph
  • Blazingdb
  • Brytlyt
  • Fastdata.Io
  • Fuzzy Logix
  • Graphistry
  • H2o.Ai
  • Heterodb
  • Jedox
  • Kinetica
  • Neo4j
  • Nvidia
  • Omnisci
  • Sqream
  • Zilliz

目录

第一章调查方法

第 2 章执行摘要

  • 市场概况
  • 主要企业
  • 市场趋势和驱动因素
  • 全球市场展望

第三章市场分析

  • 美国
  • 加拿大
  • 日本
  • 中国
  • 欧洲
  • 法国
  • 德国
  • 义大利
  • 英国
  • 西班牙
  • 俄罗斯
  • 其他欧洲国家
  • 亚太地区
  • 澳洲
  • 印度
  • 韩国
  • 其他亚太地区
  • 拉丁美洲
  • 阿根廷
  • 巴西
  • 墨西哥
  • 其他拉丁美洲
  • 中东
  • 伊朗
  • 以色列
  • 沙乌地阿拉伯
  • 阿拉伯聯合大公国
  • 其他中东地区
  • 非洲

第四章 比赛

简介目录
Product Code: MCP21897

Global GPU Database Market to Reach US$2.9 Billion by 2030

The global market for GPU Database estimated at US$805.9 Million in the year 2023, is expected to reach US$2.9 Billion by 2030, growing at a CAGR of 20.1% over the analysis period 2023-2030. GPU Database Tools, one of the segments analyzed in the report, is expected to record a 21.0% CAGR and reach US$2.1 Billion by the end of the analysis period. Growth in the GPU Database Services segment is estimated at 18.0% CAGR over the analysis period.

The U.S. Market is Estimated at US$204.4 Million While China is Forecast to Grow at 25.5% CAGR

The GPU Database market in the U.S. is estimated at US$204.4 Million in the year 2023. China, the world's second largest economy, is forecast to reach a projected market size of US$801.1 Million by the year 2030 trailing a CAGR of 25.5% over the analysis period 2023-2030. Among the other noteworthy geographic markets are Japan and Canada, each forecast to grow at a CAGR of 14.0% and 17.0% respectively over the analysis period. Within Europe, Germany is forecast to grow at approximately 15.5% CAGR.

Global GPU Database Market - Key Trends and Drivers Summarized

How Are GPU Databases Revolutionizing Big Data Analytics?

GPU databases are transforming the landscape of big data analytics by leveraging the parallel processing power of Graphics Processing Units (GPUs) to accelerate query performance and data processing. Unlike traditional CPU-based databases, GPU databases can process massive volumes of data in real-time, making them ideal for applications that require high-speed analytics, such as artificial intelligence (AI), machine learning (ML), and deep learning. The ability of GPU databases to handle complex queries, including those involving unstructured data, is particularly valuable in industries like finance, healthcare, telecommunications, and autonomous vehicles, where rapid data processing is critical for decision-making. As data volumes continue to grow exponentially, GPU databases are emerging as the next-generation solution for businesses seeking to harness big data more effectively.

What Are the Key Segments and Applications of the GPU Database Market?

Types of GPU databases include on-premise and cloud-based solutions, with cloud deployments gaining significant traction due to their scalability and flexibility. Key applications of GPU databases include real-time analytics, predictive modeling, fraud detection, and natural language processing. Industries such as financial services, telecommunications, healthcare, and autonomous systems are among the largest adopters, leveraging GPU databases to process complex queries at lightning speed. In the automotive sector, GPU databases are instrumental in the development of autonomous vehicles, enabling real-time data analysis from multiple sensors. Meanwhile, the telecommunications industry relies on these databases for network optimization and customer analytics. North America leads the market, but the Asia-Pacific region is seeing rapid growth due to advancements in AI and data-intensive industries.

How Are Technological Innovations Enhancing GPU Database Capabilities?

Technological advancements are driving significant improvements in GPU databases, particularly in the areas of in-memory processing, parallel computing, and integration with machine learning frameworks. In-memory GPU databases are delivering unprecedented speed by storing data directly in memory, which allows for real-time query execution. Parallel processing capabilities, where thousands of GPU cores work simultaneously, enable the handling of massive datasets in a fraction of the time required by traditional databases. Furthermore, the integration of GPU databases with machine learning and AI platforms, such as TensorFlow and PyTorch, is making it easier for data scientists to perform complex analytics and build predictive models. These innovations are expanding the capabilities of GPU databases, making them an essential tool for businesses in the era of big data.

What Factors Are Driving the Growth in the GPU Database Market?

The growth in the GPU database market is driven by several factors, including the rising demand for real-time analytics and the increasing complexity of data-driven applications. As businesses generate more data from IoT devices, social media, and e-commerce platforms, the need for faster and more efficient data processing has become critical. GPU databases offer a solution by dramatically accelerating query performance, which is particularly important in industries such as finance and healthcare, where rapid decision-making can have significant impacts. The expansion of AI and machine learning applications, which require vast amounts of data to be processed in real-time, is also driving the adoption of GPU databases. Additionally, the growing shift towards cloud-based solutions is fueling market growth, as more businesses look for scalable, cost-effective ways to manage their big data needs.

Select Competitors (Total 34 Featured) -

  • Anaconda
  • Blazegraph
  • Blazingdb
  • Brytlyt
  • Fastdata.Io
  • Fuzzy Logix
  • Graphistry
  • H2o.Ai
  • Heterodb
  • Jedox
  • Kinetica
  • Neo4j
  • Nvidia
  • Omnisci
  • Sqream
  • Zilliz

TABLE OF CONTENTS

I. METHODOLOGY

II. EXECUTIVE SUMMARY

  • 1. MARKET OVERVIEW
    • Influencer Market Insights
    • World Market Trajectories
    • Global Economic Update
    • GPU Database - Global Key Competitors Percentage Market Share in 2024 (E)
    • Competitive Market Presence - Strong/Active/Niche/Trivial for Players Worldwide in 2024 (E)
  • 2. FOCUS ON SELECT PLAYERS
  • 3. MARKET TRENDS & DRIVERS
    • Increasing Demand for Real-Time Analytics Propels Growth in GPU Database Adoption
    • Rising Use of GPU Databases in AI and Machine Learning Applications Expands Market Opportunities
    • Technological Advancements in GPU Hardware Strengthen Business Case for GPU Database Solutions
    • Growing Adoption of Big Data Analytics and Real-Time Data Processing Drives Demand for GPU Databases
    • Increasing Deployment of GPU Databases in Financial Services to Accelerate Complex Queries
    • Expansion of Cloud-Based GPU Database Platforms Drives Market Growth
    • Growing Demand for Edge Computing Solutions Fuels Adoption of GPU Databases
    • Increasing Adoption of GPU Databases in Autonomous Systems and Robotics Propels Market Demand
    • Rising Use of GPU Databases in Telecommunications and IoT Applications Expands Addressable Market
    • Technological Innovations in In-Memory Databases and Parallel Processing Enhance GPU Database Capabilities
    • Growing Use of GPU Databases in Genomics and Bioinformatics Accelerates Demand
    • Expanding Applications of GPU Databases in Supply Chain Optimization and Logistics Drive Growth
  • 4. GLOBAL MARKET PERSPECTIVE
    • TABLE 1: World Recent Past, Current & Future Analysis for GPU Database by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2023 through 2030 and % CAGR
    • TABLE 2: World 7-Year Perspective for GPU Database by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets for Years 2024 & 2030
    • TABLE 3: World Recent Past, Current & Future Analysis for Tools by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2023 through 2030 and % CAGR
    • TABLE 4: World 7-Year Perspective for Tools by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa for Years 2024 & 2030
    • TABLE 5: World Recent Past, Current & Future Analysis for Services by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2023 through 2030 and % CAGR
    • TABLE 6: World 7-Year Perspective for Services by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa for Years 2024 & 2030
    • TABLE 7: World Recent Past, Current & Future Analysis for CEM by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2023 through 2030 and % CAGR
    • TABLE 8: World 7-Year Perspective for CEM by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa for Years 2024 & 2030
    • TABLE 9: World Recent Past, Current & Future Analysis for GRC by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2023 through 2030 and % CAGR
    • TABLE 10: World 7-Year Perspective for GRC by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa for Years 2024 & 2030
    • TABLE 11: World Recent Past, Current & Future Analysis for Threat Intelligence by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2023 through 2030 and % CAGR
    • TABLE 12: World 7-Year Perspective for Threat Intelligence by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa for Years 2024 & 2030
    • TABLE 13: World Recent Past, Current & Future Analysis for Fraud Detection & Prevention by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2023 through 2030 and % CAGR
    • TABLE 14: World 7-Year Perspective for Fraud Detection & Prevention by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa for Years 2024 & 2030
    • TABLE 15: World Recent Past, Current & Future Analysis for Predictive Maintenance by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2023 through 2030 and % CAGR
    • TABLE 16: World 7-Year Perspective for Predictive Maintenance by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa for Years 2024 & 2030
    • TABLE 17: World Recent Past, Current & Future Analysis for SCM by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2023 through 2030 and % CAGR
    • TABLE 18: World 7-Year Perspective for SCM by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa for Years 2024 & 2030
    • TABLE 19: World Recent Past, Current & Future Analysis for Other Applications by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2023 through 2030 and % CAGR
    • TABLE 20: World 7-Year Perspective for Other Applications by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa for Years 2024 & 2030
    • TABLE 21: World GPU Database Market Analysis of Annual Sales in US$ Thousand for Years 2014 through 2030

III. MARKET ANALYSIS

  • UNITED STATES
    • GPU Database Market Presence - Strong/Active/Niche/Trivial - Key Competitors in the United States for 2024 (E)
    • TABLE 22: USA Recent Past, Current & Future Analysis for GPU Database by Component - Tools and Services - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 23: USA 7-Year Perspective for GPU Database by Component - Percentage Breakdown of Value Sales for Tools and Services for the Years 2024 & 2030
    • TABLE 24: USA Recent Past, Current & Future Analysis for GPU Database by Application - CEM, GRC, Threat Intelligence, Fraud Detection & Prevention, Predictive Maintenance, SCM and Other Applications - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 25: USA 7-Year Perspective for GPU Database by Application - Percentage Breakdown of Value Sales for CEM, GRC, Threat Intelligence, Fraud Detection & Prevention, Predictive Maintenance, SCM and Other Applications for the Years 2024 & 2030
  • CANADA
    • TABLE 26: Canada Recent Past, Current & Future Analysis for GPU Database by Component - Tools and Services - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 27: Canada 7-Year Perspective for GPU Database by Component - Percentage Breakdown of Value Sales for Tools and Services for the Years 2024 & 2030
    • TABLE 28: Canada Recent Past, Current & Future Analysis for GPU Database by Application - CEM, GRC, Threat Intelligence, Fraud Detection & Prevention, Predictive Maintenance, SCM and Other Applications - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 29: Canada 7-Year Perspective for GPU Database by Application - Percentage Breakdown of Value Sales for CEM, GRC, Threat Intelligence, Fraud Detection & Prevention, Predictive Maintenance, SCM and Other Applications for the Years 2024 & 2030
  • JAPAN
    • GPU Database Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Japan for 2024 (E)
    • TABLE 30: Japan Recent Past, Current & Future Analysis for GPU Database by Component - Tools and Services - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 31: Japan 7-Year Perspective for GPU Database by Component - Percentage Breakdown of Value Sales for Tools and Services for the Years 2024 & 2030
    • TABLE 32: Japan Recent Past, Current & Future Analysis for GPU Database by Application - CEM, GRC, Threat Intelligence, Fraud Detection & Prevention, Predictive Maintenance, SCM and Other Applications - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 33: Japan 7-Year Perspective for GPU Database by Application - Percentage Breakdown of Value Sales for CEM, GRC, Threat Intelligence, Fraud Detection & Prevention, Predictive Maintenance, SCM and Other Applications for the Years 2024 & 2030
  • CHINA
    • GPU Database Market Presence - Strong/Active/Niche/Trivial - Key Competitors in China for 2024 (E)
    • TABLE 34: China Recent Past, Current & Future Analysis for GPU Database by Component - Tools and Services - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 35: China 7-Year Perspective for GPU Database by Component - Percentage Breakdown of Value Sales for Tools and Services for the Years 2024 & 2030
    • TABLE 36: China Recent Past, Current & Future Analysis for GPU Database by Application - CEM, GRC, Threat Intelligence, Fraud Detection & Prevention, Predictive Maintenance, SCM and Other Applications - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 37: China 7-Year Perspective for GPU Database by Application - Percentage Breakdown of Value Sales for CEM, GRC, Threat Intelligence, Fraud Detection & Prevention, Predictive Maintenance, SCM and Other Applications for the Years 2024 & 2030
  • EUROPE
    • GPU Database Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Europe for 2024 (E)
    • TABLE 38: Europe Recent Past, Current & Future Analysis for GPU Database by Geographic Region - France, Germany, Italy, UK, Spain, Russia and Rest of Europe Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2023 through 2030 and % CAGR
    • TABLE 39: Europe 7-Year Perspective for GPU Database by Geographic Region - Percentage Breakdown of Value Sales for France, Germany, Italy, UK, Spain, Russia and Rest of Europe Markets for Years 2024 & 2030
    • TABLE 40: Europe Recent Past, Current & Future Analysis for GPU Database by Component - Tools and Services - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 41: Europe 7-Year Perspective for GPU Database by Component - Percentage Breakdown of Value Sales for Tools and Services for the Years 2024 & 2030
    • TABLE 42: Europe Recent Past, Current & Future Analysis for GPU Database by Application - CEM, GRC, Threat Intelligence, Fraud Detection & Prevention, Predictive Maintenance, SCM and Other Applications - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 43: Europe 7-Year Perspective for GPU Database by Application - Percentage Breakdown of Value Sales for CEM, GRC, Threat Intelligence, Fraud Detection & Prevention, Predictive Maintenance, SCM and Other Applications for the Years 2024 & 2030
  • FRANCE
    • GPU Database Market Presence - Strong/Active/Niche/Trivial - Key Competitors in France for 2024 (E)
    • TABLE 44: France Recent Past, Current & Future Analysis for GPU Database by Component - Tools and Services - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 45: France 7-Year Perspective for GPU Database by Component - Percentage Breakdown of Value Sales for Tools and Services for the Years 2024 & 2030
    • TABLE 46: France Recent Past, Current & Future Analysis for GPU Database by Application - CEM, GRC, Threat Intelligence, Fraud Detection & Prevention, Predictive Maintenance, SCM and Other Applications - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 47: France 7-Year Perspective for GPU Database by Application - Percentage Breakdown of Value Sales for CEM, GRC, Threat Intelligence, Fraud Detection & Prevention, Predictive Maintenance, SCM and Other Applications for the Years 2024 & 2030
  • GERMANY
    • GPU Database Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Germany for 2024 (E)
    • TABLE 48: Germany Recent Past, Current & Future Analysis for GPU Database by Component - Tools and Services - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 49: Germany 7-Year Perspective for GPU Database by Component - Percentage Breakdown of Value Sales for Tools and Services for the Years 2024 & 2030
    • TABLE 50: Germany Recent Past, Current & Future Analysis for GPU Database by Application - CEM, GRC, Threat Intelligence, Fraud Detection & Prevention, Predictive Maintenance, SCM and Other Applications - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 51: Germany 7-Year Perspective for GPU Database by Application - Percentage Breakdown of Value Sales for CEM, GRC, Threat Intelligence, Fraud Detection & Prevention, Predictive Maintenance, SCM and Other Applications for the Years 2024 & 2030
  • ITALY
    • TABLE 52: Italy Recent Past, Current & Future Analysis for GPU Database by Component - Tools and Services - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 53: Italy 7-Year Perspective for GPU Database by Component - Percentage Breakdown of Value Sales for Tools and Services for the Years 2024 & 2030
    • TABLE 54: Italy Recent Past, Current & Future Analysis for GPU Database by Application - CEM, GRC, Threat Intelligence, Fraud Detection & Prevention, Predictive Maintenance, SCM and Other Applications - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 55: Italy 7-Year Perspective for GPU Database by Application - Percentage Breakdown of Value Sales for CEM, GRC, Threat Intelligence, Fraud Detection & Prevention, Predictive Maintenance, SCM and Other Applications for the Years 2024 & 2030
  • UNITED KINGDOM
    • GPU Database Market Presence - Strong/Active/Niche/Trivial - Key Competitors in the United Kingdom for 2024 (E)
    • TABLE 56: UK Recent Past, Current & Future Analysis for GPU Database by Component - Tools and Services - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 57: UK 7-Year Perspective for GPU Database by Component - Percentage Breakdown of Value Sales for Tools and Services for the Years 2024 & 2030
    • TABLE 58: UK Recent Past, Current & Future Analysis for GPU Database by Application - CEM, GRC, Threat Intelligence, Fraud Detection & Prevention, Predictive Maintenance, SCM and Other Applications - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 59: UK 7-Year Perspective for GPU Database by Application - Percentage Breakdown of Value Sales for CEM, GRC, Threat Intelligence, Fraud Detection & Prevention, Predictive Maintenance, SCM and Other Applications for the Years 2024 & 2030
  • SPAIN
    • TABLE 60: Spain Recent Past, Current & Future Analysis for GPU Database by Component - Tools and Services - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 61: Spain 7-Year Perspective for GPU Database by Component - Percentage Breakdown of Value Sales for Tools and Services for the Years 2024 & 2030
    • TABLE 62: Spain Recent Past, Current & Future Analysis for GPU Database by Application - CEM, GRC, Threat Intelligence, Fraud Detection & Prevention, Predictive Maintenance, SCM and Other Applications - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 63: Spain 7-Year Perspective for GPU Database by Application - Percentage Breakdown of Value Sales for CEM, GRC, Threat Intelligence, Fraud Detection & Prevention, Predictive Maintenance, SCM and Other Applications for the Years 2024 & 2030
  • RUSSIA
    • TABLE 64: Russia Recent Past, Current & Future Analysis for GPU Database by Component - Tools and Services - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 65: Russia 7-Year Perspective for GPU Database by Component - Percentage Breakdown of Value Sales for Tools and Services for the Years 2024 & 2030
    • TABLE 66: Russia Recent Past, Current & Future Analysis for GPU Database by Application - CEM, GRC, Threat Intelligence, Fraud Detection & Prevention, Predictive Maintenance, SCM and Other Applications - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 67: Russia 7-Year Perspective for GPU Database by Application - Percentage Breakdown of Value Sales for CEM, GRC, Threat Intelligence, Fraud Detection & Prevention, Predictive Maintenance, SCM and Other Applications for the Years 2024 & 2030
  • REST OF EUROPE
    • TABLE 68: Rest of Europe Recent Past, Current & Future Analysis for GPU Database by Component - Tools and Services - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 69: Rest of Europe 7-Year Perspective for GPU Database by Component - Percentage Breakdown of Value Sales for Tools and Services for the Years 2024 & 2030
    • TABLE 70: Rest of Europe Recent Past, Current & Future Analysis for GPU Database by Application - CEM, GRC, Threat Intelligence, Fraud Detection & Prevention, Predictive Maintenance, SCM and Other Applications - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 71: Rest of Europe 7-Year Perspective for GPU Database by Application - Percentage Breakdown of Value Sales for CEM, GRC, Threat Intelligence, Fraud Detection & Prevention, Predictive Maintenance, SCM and Other Applications for the Years 2024 & 2030
  • ASIA-PACIFIC
    • GPU Database Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Asia-Pacific for 2024 (E)
    • TABLE 72: Asia-Pacific Recent Past, Current & Future Analysis for GPU Database by Geographic Region - Australia, India, South Korea and Rest of Asia-Pacific Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2023 through 2030 and % CAGR
    • TABLE 73: Asia-Pacific 7-Year Perspective for GPU Database by Geographic Region - Percentage Breakdown of Value Sales for Australia, India, South Korea and Rest of Asia-Pacific Markets for Years 2024 & 2030
    • TABLE 74: Asia-Pacific Recent Past, Current & Future Analysis for GPU Database by Component - Tools and Services - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 75: Asia-Pacific 7-Year Perspective for GPU Database by Component - Percentage Breakdown of Value Sales for Tools and Services for the Years 2024 & 2030
    • TABLE 76: Asia-Pacific Recent Past, Current & Future Analysis for GPU Database by Application - CEM, GRC, Threat Intelligence, Fraud Detection & Prevention, Predictive Maintenance, SCM and Other Applications - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 77: Asia-Pacific 7-Year Perspective for GPU Database by Application - Percentage Breakdown of Value Sales for CEM, GRC, Threat Intelligence, Fraud Detection & Prevention, Predictive Maintenance, SCM and Other Applications for the Years 2024 & 2030
  • AUSTRALIA
    • GPU Database Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Australia for 2024 (E)
    • TABLE 78: Australia Recent Past, Current & Future Analysis for GPU Database by Component - Tools and Services - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 79: Australia 7-Year Perspective for GPU Database by Component - Percentage Breakdown of Value Sales for Tools and Services for the Years 2024 & 2030
    • TABLE 80: Australia Recent Past, Current & Future Analysis for GPU Database by Application - CEM, GRC, Threat Intelligence, Fraud Detection & Prevention, Predictive Maintenance, SCM and Other Applications - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 81: Australia 7-Year Perspective for GPU Database by Application - Percentage Breakdown of Value Sales for CEM, GRC, Threat Intelligence, Fraud Detection & Prevention, Predictive Maintenance, SCM and Other Applications for the Years 2024 & 2030
  • INDIA
    • GPU Database Market Presence - Strong/Active/Niche/Trivial - Key Competitors in India for 2024 (E)
    • TABLE 82: India Recent Past, Current & Future Analysis for GPU Database by Component - Tools and Services - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 83: India 7-Year Perspective for GPU Database by Component - Percentage Breakdown of Value Sales for Tools and Services for the Years 2024 & 2030
    • TABLE 84: India Recent Past, Current & Future Analysis for GPU Database by Application - CEM, GRC, Threat Intelligence, Fraud Detection & Prevention, Predictive Maintenance, SCM and Other Applications - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 85: India 7-Year Perspective for GPU Database by Application - Percentage Breakdown of Value Sales for CEM, GRC, Threat Intelligence, Fraud Detection & Prevention, Predictive Maintenance, SCM and Other Applications for the Years 2024 & 2030
  • SOUTH KOREA
    • TABLE 86: South Korea Recent Past, Current & Future Analysis for GPU Database by Component - Tools and Services - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 87: South Korea 7-Year Perspective for GPU Database by Component - Percentage Breakdown of Value Sales for Tools and Services for the Years 2024 & 2030
    • TABLE 88: South Korea Recent Past, Current & Future Analysis for GPU Database by Application - CEM, GRC, Threat Intelligence, Fraud Detection & Prevention, Predictive Maintenance, SCM and Other Applications - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 89: South Korea 7-Year Perspective for GPU Database by Application - Percentage Breakdown of Value Sales for CEM, GRC, Threat Intelligence, Fraud Detection & Prevention, Predictive Maintenance, SCM and Other Applications for the Years 2024 & 2030
  • REST OF ASIA-PACIFIC
    • TABLE 90: Rest of Asia-Pacific Recent Past, Current & Future Analysis for GPU Database by Component - Tools and Services - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 91: Rest of Asia-Pacific 7-Year Perspective for GPU Database by Component - Percentage Breakdown of Value Sales for Tools and Services for the Years 2024 & 2030
    • TABLE 92: Rest of Asia-Pacific Recent Past, Current & Future Analysis for GPU Database by Application - CEM, GRC, Threat Intelligence, Fraud Detection & Prevention, Predictive Maintenance, SCM and Other Applications - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 93: Rest of Asia-Pacific 7-Year Perspective for GPU Database by Application - Percentage Breakdown of Value Sales for CEM, GRC, Threat Intelligence, Fraud Detection & Prevention, Predictive Maintenance, SCM and Other Applications for the Years 2024 & 2030
  • LATIN AMERICA
    • GPU Database Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Latin America for 2024 (E)
    • TABLE 94: Latin America Recent Past, Current & Future Analysis for GPU Database by Geographic Region - Argentina, Brazil, Mexico and Rest of Latin America Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2023 through 2030 and % CAGR
    • TABLE 95: Latin America 7-Year Perspective for GPU Database by Geographic Region - Percentage Breakdown of Value Sales for Argentina, Brazil, Mexico and Rest of Latin America Markets for Years 2024 & 2030
    • TABLE 96: Latin America Recent Past, Current & Future Analysis for GPU Database by Component - Tools and Services - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 97: Latin America 7-Year Perspective for GPU Database by Component - Percentage Breakdown of Value Sales for Tools and Services for the Years 2024 & 2030
    • TABLE 98: Latin America Recent Past, Current & Future Analysis for GPU Database by Application - CEM, GRC, Threat Intelligence, Fraud Detection & Prevention, Predictive Maintenance, SCM and Other Applications - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 99: Latin America 7-Year Perspective for GPU Database by Application - Percentage Breakdown of Value Sales for CEM, GRC, Threat Intelligence, Fraud Detection & Prevention, Predictive Maintenance, SCM and Other Applications for the Years 2024 & 2030
  • ARGENTINA
    • TABLE 100: Argentina Recent Past, Current & Future Analysis for GPU Database by Component - Tools and Services - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 101: Argentina 7-Year Perspective for GPU Database by Component - Percentage Breakdown of Value Sales for Tools and Services for the Years 2024 & 2030
    • TABLE 102: Argentina Recent Past, Current & Future Analysis for GPU Database by Application - CEM, GRC, Threat Intelligence, Fraud Detection & Prevention, Predictive Maintenance, SCM and Other Applications - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 103: Argentina 7-Year Perspective for GPU Database by Application - Percentage Breakdown of Value Sales for CEM, GRC, Threat Intelligence, Fraud Detection & Prevention, Predictive Maintenance, SCM and Other Applications for the Years 2024 & 2030
  • BRAZIL
    • TABLE 104: Brazil Recent Past, Current & Future Analysis for GPU Database by Component - Tools and Services - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 105: Brazil 7-Year Perspective for GPU Database by Component - Percentage Breakdown of Value Sales for Tools and Services for the Years 2024 & 2030
    • TABLE 106: Brazil Recent Past, Current & Future Analysis for GPU Database by Application - CEM, GRC, Threat Intelligence, Fraud Detection & Prevention, Predictive Maintenance, SCM and Other Applications - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 107: Brazil 7-Year Perspective for GPU Database by Application - Percentage Breakdown of Value Sales for CEM, GRC, Threat Intelligence, Fraud Detection & Prevention, Predictive Maintenance, SCM and Other Applications for the Years 2024 & 2030
  • MEXICO
    • TABLE 108: Mexico Recent Past, Current & Future Analysis for GPU Database by Component - Tools and Services - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 109: Mexico 7-Year Perspective for GPU Database by Component - Percentage Breakdown of Value Sales for Tools and Services for the Years 2024 & 2030
    • TABLE 110: Mexico Recent Past, Current & Future Analysis for GPU Database by Application - CEM, GRC, Threat Intelligence, Fraud Detection & Prevention, Predictive Maintenance, SCM and Other Applications - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 111: Mexico 7-Year Perspective for GPU Database by Application - Percentage Breakdown of Value Sales for CEM, GRC, Threat Intelligence, Fraud Detection & Prevention, Predictive Maintenance, SCM and Other Applications for the Years 2024 & 2030
  • REST OF LATIN AMERICA
    • TABLE 112: Rest of Latin America Recent Past, Current & Future Analysis for GPU Database by Component - Tools and Services - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 113: Rest of Latin America 7-Year Perspective for GPU Database by Component - Percentage Breakdown of Value Sales for Tools and Services for the Years 2024 & 2030
    • TABLE 114: Rest of Latin America Recent Past, Current & Future Analysis for GPU Database by Application - CEM, GRC, Threat Intelligence, Fraud Detection & Prevention, Predictive Maintenance, SCM and Other Applications - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 115: Rest of Latin America 7-Year Perspective for GPU Database by Application - Percentage Breakdown of Value Sales for CEM, GRC, Threat Intelligence, Fraud Detection & Prevention, Predictive Maintenance, SCM and Other Applications for the Years 2024 & 2030
  • MIDDLE EAST
    • GPU Database Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Middle East for 2024 (E)
    • TABLE 116: Middle East Recent Past, Current & Future Analysis for GPU Database by Geographic Region - Iran, Israel, Saudi Arabia, UAE and Rest of Middle East Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2023 through 2030 and % CAGR
    • TABLE 117: Middle East 7-Year Perspective for GPU Database by Geographic Region - Percentage Breakdown of Value Sales for Iran, Israel, Saudi Arabia, UAE and Rest of Middle East Markets for Years 2024 & 2030
    • TABLE 118: Middle East Recent Past, Current & Future Analysis for GPU Database by Component - Tools and Services - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 119: Middle East 7-Year Perspective for GPU Database by Component - Percentage Breakdown of Value Sales for Tools and Services for the Years 2024 & 2030
    • TABLE 120: Middle East Recent Past, Current & Future Analysis for GPU Database by Application - CEM, GRC, Threat Intelligence, Fraud Detection & Prevention, Predictive Maintenance, SCM and Other Applications - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 121: Middle East 7-Year Perspective for GPU Database by Application - Percentage Breakdown of Value Sales for CEM, GRC, Threat Intelligence, Fraud Detection & Prevention, Predictive Maintenance, SCM and Other Applications for the Years 2024 & 2030
  • IRAN
    • TABLE 122: Iran Recent Past, Current & Future Analysis for GPU Database by Component - Tools and Services - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 123: Iran 7-Year Perspective for GPU Database by Component - Percentage Breakdown of Value Sales for Tools and Services for the Years 2024 & 2030
    • TABLE 124: Iran Recent Past, Current & Future Analysis for GPU Database by Application - CEM, GRC, Threat Intelligence, Fraud Detection & Prevention, Predictive Maintenance, SCM and Other Applications - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 125: Iran 7-Year Perspective for GPU Database by Application - Percentage Breakdown of Value Sales for CEM, GRC, Threat Intelligence, Fraud Detection & Prevention, Predictive Maintenance, SCM and Other Applications for the Years 2024 & 2030
  • ISRAEL
    • TABLE 126: Israel Recent Past, Current & Future Analysis for GPU Database by Component - Tools and Services - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 127: Israel 7-Year Perspective for GPU Database by Component - Percentage Breakdown of Value Sales for Tools and Services for the Years 2024 & 2030
    • TABLE 128: Israel Recent Past, Current & Future Analysis for GPU Database by Application - CEM, GRC, Threat Intelligence, Fraud Detection & Prevention, Predictive Maintenance, SCM and Other Applications - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 129: Israel 7-Year Perspective for GPU Database by Application - Percentage Breakdown of Value Sales for CEM, GRC, Threat Intelligence, Fraud Detection & Prevention, Predictive Maintenance, SCM and Other Applications for the Years 2024 & 2030
  • SAUDI ARABIA
    • TABLE 130: Saudi Arabia Recent Past, Current & Future Analysis for GPU Database by Component - Tools and Services - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 131: Saudi Arabia 7-Year Perspective for GPU Database by Component - Percentage Breakdown of Value Sales for Tools and Services for the Years 2024 & 2030
    • TABLE 132: Saudi Arabia Recent Past, Current & Future Analysis for GPU Database by Application - CEM, GRC, Threat Intelligence, Fraud Detection & Prevention, Predictive Maintenance, SCM and Other Applications - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 133: Saudi Arabia 7-Year Perspective for GPU Database by Application - Percentage Breakdown of Value Sales for CEM, GRC, Threat Intelligence, Fraud Detection & Prevention, Predictive Maintenance, SCM and Other Applications for the Years 2024 & 2030
  • UNITED ARAB EMIRATES
    • TABLE 134: UAE Recent Past, Current & Future Analysis for GPU Database by Component - Tools and Services - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 135: UAE 7-Year Perspective for GPU Database by Component - Percentage Breakdown of Value Sales for Tools and Services for the Years 2024 & 2030
    • TABLE 136: UAE Recent Past, Current & Future Analysis for GPU Database by Application - CEM, GRC, Threat Intelligence, Fraud Detection & Prevention, Predictive Maintenance, SCM and Other Applications - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 137: UAE 7-Year Perspective for GPU Database by Application - Percentage Breakdown of Value Sales for CEM, GRC, Threat Intelligence, Fraud Detection & Prevention, Predictive Maintenance, SCM and Other Applications for the Years 2024 & 2030
  • REST OF MIDDLE EAST
    • TABLE 138: Rest of Middle East Recent Past, Current & Future Analysis for GPU Database by Component - Tools and Services - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 139: Rest of Middle East 7-Year Perspective for GPU Database by Component - Percentage Breakdown of Value Sales for Tools and Services for the Years 2024 & 2030
    • TABLE 140: Rest of Middle East Recent Past, Current & Future Analysis for GPU Database by Application - CEM, GRC, Threat Intelligence, Fraud Detection & Prevention, Predictive Maintenance, SCM and Other Applications - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 141: Rest of Middle East 7-Year Perspective for GPU Database by Application - Percentage Breakdown of Value Sales for CEM, GRC, Threat Intelligence, Fraud Detection & Prevention, Predictive Maintenance, SCM and Other Applications for the Years 2024 & 2030
  • AFRICA
    • GPU Database Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Africa for 2024 (E)
    • TABLE 142: Africa Recent Past, Current & Future Analysis for GPU Database by Component - Tools and Services - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 143: Africa 7-Year Perspective for GPU Database by Component - Percentage Breakdown of Value Sales for Tools and Services for the Years 2024 & 2030
    • TABLE 144: Africa Recent Past, Current & Future Analysis for GPU Database by Application - CEM, GRC, Threat Intelligence, Fraud Detection & Prevention, Predictive Maintenance, SCM and Other Applications - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 145: Africa 7-Year Perspective for GPU Database by Application - Percentage Breakdown of Value Sales for CEM, GRC, Threat Intelligence, Fraud Detection & Prevention, Predictive Maintenance, SCM and Other Applications for the Years 2024 & 2030

IV. COMPETITION