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市場調查報告書
商品編碼
1571968

全球GPU資料庫市場

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個工作天內

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簡介目錄

到 2030 年，全球 GPU資料庫市場預計將達到 29 億美元

全球GPU資料庫市場預估2023年為8.059億美元，預估至2030年將達29億美元，2023-2030年分析期間複合年成長率為20.1%。 GPU資料庫工具是本報告分析的細分市場之一，預計複合年成長率為 21.0%，到分析期結束時將達到 21 億美元。分析期間，GPU資料庫服務業的複合年成長率預計為 18.0%。

美國市場預估為2.044億美元，中國預期複合年成長率為25.5%

預計 2023 年美國GPU資料庫市場規模將達 2.044 億美元。中國作為世界第二大經濟體，預計到 2030 年市場規模將達到 8.011 億美元，2023-2030 年分析期間複合年成長率為 25.5%。其他值得注意的區域市場包括日本和加拿大，預計在分析期間複合年成長率分別為 14.0% 和 17.0%。在歐洲，德國的複合年成長率預計約為 15.5%。

全球 GPU資料庫市場 – 主要趨勢與促進因素總結

GPU資料庫將如何徹底改變巨量資料分析？

GPU資料庫利用圖形處理單元 (GPU) 的平行處理能力來加速查詢效能和資料處理，從而改變巨量資料分析的遊戲規則。與傳統的基於 CPU 的資料庫不同，GPU資料庫可以即時處理大量資料，非常適合需要快速分析的應用程式，例如人工智慧 (AI)、機器學習 (ML) 和深度學習。 GPU資料庫處理涉及非結構化資料的複雜查詢的能力在金融、醫療保健、通訊和自動駕駛汽車等行業尤其有價值，在這些行業中，快速資料處理對於決策至關重要。隨著資料量持續呈指數級成長，GPU資料庫正成為希望更好地利用巨量資料的企業的下一代解決方案。

GPU資料庫市場的關鍵細分領域和應用有哪些？

GPU資料庫有兩種類型：本地解決方案和雲端基礎的解決方案，雲端部署由於其擴充性和靈活性而越來越受歡迎。 GPU資料庫的關鍵應用包括即時分析、預測建模、詐騙偵測和自然語言處理。金融服務、通訊、醫療保健和自治系統等行業正在利用 GPU資料庫來加速複雜的查詢。在汽車領域，GPU資料庫正在協助開發自動駕駛汽車，實現多個感測器的即時資料分析。同時，在通訊業，GPU資料庫用於網路最佳化和客戶分析。儘管北美領先市場，但由於人工智慧和資料密集型行業的進步，亞太地區正在快速成長。

科技創新如何增強 GPU資料庫的能力？

技術創新正在推動 GPU資料庫的顯著改進，特別是在記憶體內體處理、平行運算以及與機器學習框架整合等領域。記憶體內體GPU資料庫透過將資料直接存儲在記憶體中來提供前所未有的速度，從而實現即時查詢執行。數千個 GPU 核心同時運作的平行處理能力可讓您在傳統資料庫所需時間的一小部分內處理龐大的資料集。此外，GPU資料庫與 TensorFlow 和 PyTorch 等機器學習和 AI 平台的整合使資料科學家可以更輕鬆地執行複雜的分析和建立預測模型。這些技術創新擴展了GPU資料庫的功能，使其成為巨量資料時代商業的必備工具。

推動GPU資料庫市場成長的因素有哪些？

GPU資料庫市場的成長受到多種因素的推動，包括對即時分析的需求不斷成長以及資料驅動應用程式的複雜性不斷增加。隨著企業從物聯網設備、社群媒體和電子商務平台產生更多資料，對更快、更有效率的資料處理的需求變得至關重要。 GPU資料庫透過顯著加快查詢效能提供了解決方案。這在金融和醫療保健等行業尤其重要，因為快速決策可能會產生重大影響。需要即時處理大量資料的人工智慧和機器學習應用程式的擴展也推動了 GPU資料庫的採用。此外，向雲端基礎的解決方案的日益轉變以及越來越多的企業尋求擴充性且經濟高效的方法來管理巨量資料需求也推動了市場的成長。

受訪企業舉例（共34家）

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

目錄

第1章調查方法

第 2 章執行摘要

  • 市場概況
  • 主要企業
  • 市場趨勢和促進因素
  • 全球市場展望

第3章市場分析

  • 美國
  • 加拿大
  • 日本
  • 中國
  • 歐洲
  • 法國
  • 德國
  • 義大利
  • 英國
  • 西班牙
  • 俄羅斯
  • 其他歐洲國家
  • 亞太地區
  • 澳洲
  • 印度
  • 韓國
  • 其他亞太地區
  • 拉丁美洲
  • 阿根廷
  • 巴西
  • 墨西哥
  • 其他拉丁美洲
  • 中東
  • 伊朗
  • 以色列
  • 沙烏地阿拉伯
  • 阿拉伯聯合大公國
  • 其他中東地區
  • 非洲

第4章 比賽

簡介目錄
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