世界各国のリアルタイムなデータ・インテリジェンスで皆様をお手伝い

会員登録

マイページ

エンタープライズ向け高性能コンピューティング:従来型とAIベースのHPC:コンピューティング、ストレージ、ソフトウェア、サービス:市場分析と予測

Enterprise High Performance Computing

Traditional and AI-Focused HPC Compute, Storage, Software, and Services: Market Analysis and Forecasts

 

出版社 出版年月電子媒体価格ページ数図表数
Tractica LLC.
トラクティカ社
2018年5月US$4,500
1-5ユーザライセンス
74 136

サマリー

このレポートは高性能コンピューティング(HPC)市場の市場動向や技術課題を調査し、2017年から2025年までのコンピューティングとストレージ、ソフトウェア、サービスの収益予測を掲載しています。レポートではHPCの使用事例と用途が分析され、11社のさん産業の主要企業のプロフィールもカバーしています。コンピューティングとストレージ、ソフトウェア、サービスの市場予測は世界の地域別と産業別に予測されています。また、18件の従来のHPCの使用事例と、30件のAIを利用したHPCの使用事例を掲載しています。

主な掲載内容  ※目次より抜粋

  1. エグゼクティブサマリー
  2. 市場課題
    1. 高性能コンピューティングの環境
    2. 高性能コンピューティングとAIの収束
    3. 市場課題
  3. 技術課題
    1. 高性能コンピューティングのアーキテクチャ
    2. 学術研究機関と企業における高性能コンピューティングの違い
    3. ソフトウェア
  4. 産業の主要企業
  5. 市場予測
    1. 企業向けHPC市場予測
    2. 地域別のブレイクアウト
    3. 従来のHPCの使用事例:収益別
    4. 従来のHPCの使用事例:産業別
    5. AIベースのHPCの収益:使用事例別
    6. AIベースのHPCの使用事例収益:産業別
    7. 従来のHPCの予測
    8. AIベースのHPC市場の予測
    9. 産業別の収益

Report Details

Over the past two decades, enterprises have realized the value of using clusters of computers to solve complex mathematical, computational, and simulation/modeling problems. By addressing these massive problems using parallel computing techniques (allowing the problem to be split into parts that can be tackled by individual or groups of processors), the time to complete a solution can be drastically reduced. However, as enterprises have become more focused on automating manual processes, as well as incorporating some degree of cognition or intelligence into their systems, it has become clear that these processes require the ingestion and analysis of large amounts of data, and single workstation or server-based processing would simply lack the speed and power to provide results in a reasonable amount of time.

Tractica forecasts that the overall market for enterprise high performance computing (HPC) hardware, software, storage, and networking equipment will reach $31.5 billion annually by 2025, an increase from approximately $18.8 billion in 2017. The market is currently dominated by HPC equipment utilized for traditional use cases, or situations in which an HPC system is used for heavy-duty number crunching, simulation, and analysis, techniques that require the brute force of cluster computing to reduce the time to complete complex calculations. In these cases, HPC is not used to support any artificial intelligence (AI)-related techniques, such as machine learning, deep learning, or natural language processing. Tractica projects that while AI-focused HPC use cases will account for just 7.4% of the overall segment revenue in 2017, that percentage will increase to 35.4% by the end of the forecast period. Essentially, while revenue from traditional HPC activities will remain larger than revenue from HPC AI use cases, the latter segment is growing significantly more rapidly.

This Tractica report examines the market trends and technology issues surrounding high-performance computing and provides revenue forecasts for compute and storage, software, and services during the period from 2017 through 2025. HPC use cases and applications are analyzed in depth, and the report also includes detailed profiles of 11 key industry players. Market forecasts for compute and storage, software, and services, are segmented by world region and industry, across 18 traditional HPC use cases and 30 AI-based HPC use cases.

Key Questions Addressed:

  • What is high-performance computing, and how is it being deployed in enterprise environments?
  • What are the key traditional use cases for HPC?
  • Which AI use cases will utilize HPC environments?
  • What are the key components of an enterprise HPC environment?
  • Which use cases are likely to lead the market, in terms of revenue, and which ones are projected to grow the fastest?
  • Who are key players in the market?

Who Needs This Report?

  • HPC hardware vendors
  • HPC software/platform vendors
  • Semiconductor and component companies
  • Cloud and HPC-as-a-service vendors
  • Enterprises evaluating HPC implementations
  • Industry organizations
  • Government agencies
  • Investor community


目次

Table of Contents

 

 

Table of Contents

  1. Executive Summary
    1. Defining High Performance Computing
      1. Demand for High Performance Computing
    2. Market Drivers
    3. Market Barriers
    4. High Performance Computing Market Structure
    5. Market Forecasts
  2. Market Issues
    1. The Market for HPC in the Enterprise
      1. Traditional HPC Functions
      2. AI-Focused High Performance Computing
      3. Traditional Supercomputers Are Not Suitable for Enterprises
    2. High Performance Computing Environments
      1. On-Premise HPC Environments
      2. Cloud Services
      3. Suitability of Cloud Deployments
      4. HPC-as-a Service
      5. Hybrid Models
    3. Convergence of HPC and AI
      1. New HPC Technologies Are Imminent
      2. Quantum Computing
      3. European Processor Initiative
      4. Improving Performance to Cost Ratio of Computing Technologies
    4. Market Barriers
      1. High Cost for On-Premise Solutions
      2. Performance Bottlenecks for HPC in Cloud-Based Systems
      3. Data Accessibility Concerns in High Availability Cloud Model
      4. Security Concerns
      5. Regulatory Issues
        1. General Data Protection Regulation
        2. Japan’s Act on the Protection of Personal Information
        3. Cybersecurity Law of China
      6. Major Industries Actively Using HPC
        1. Automotive
        2. Manufacturing
        3. Financial Services
        4. Life Sciences
        5. Oil and Gas
        6. Other Areas
  3. Technology Issues
    1. Bringing Supercomputing Power to the Enterprise
    2. Components of an HPC Environment
    3. Architecture of HPC
      1. Parallel Systems
      2. Clusters
    4. Differences between HPC in Academia and Enterprise
      1. Processing Power and HPC Environment Size
      2. Network Interconnects
      3. Power Consumption and Efficiency
    5. Software
      1. Operating Systems
      2. Cluster Software
      3. Scheduling Software
      4. Communication Protocols
        1. Parallel Virtual Machine and Message Passing Interface
        2. Hadoop
        3. Cache-Only Memory Architecture
        4. Non-Uniform Memory Access
  4. Key Industry Players
    1. Overview
    2. Amazon
    3. Bright Computing
    4. Cray
    5. Dell EMC
    6. Ephesoft, Inc.
    7. Hewlett Packard Enterprise
    8. IBM
    9. Lenovo
    10. Mellanox Technologies
    11. Microsoft
    12. Panasas
    13. Pure Storage
    14. Verne Global
  5. Market Forecasts
    1. Enterprise HPC Market Forecasts
      1. Total Enterprise High Performance Computing Market Forecasts
      2. Traditional Enterprise HPC Market Forecasts by Product Segment
      3. AI-Focused HPC Market Forecasts by Product Segment
      4. Total Enterprise HPC Revenue by Product Segment
    2. Regional Breakouts
      1. Traditional HPC Revenue by Region
      2. AI-Focused HPC Revenue by Region
      3. Total Enterprise HPC Revenue by Region
    3. Traditional HPC Use Cases by Revenue
    4. Traditional HPC Use Case Revenue by Industry
    5. AI-Focused HPC Revenue by Use Case
    6. AI-Focused HPC Use Case Revenue by Industry
    7. Traditional HPC Forecasts
      1. Business Intelligence
      2. Chemical Research
      3. Prepping Data for Distributed Processing
      4. Fluid Dynamics
      5. Biosciences
      6. Weather Forecasting
      7. Structural Analysis
      8. Complex Event Processing
      9. Visualization Image Analysis
      10. Economic and Financial Analysis
    8. AI-Focused Use Cases
      1. Algorithmic Trading Strategy Performance Improvement
      2. Social Media Publishing and Management
      3. Computational Drug Discovery and Drug Effectiveness
      4. Oil Production Optimization
      5. Vehicle Network and Data Security
      6. Weather Forecasting
      7. Prevention against Cybersecurity Threats
      8. Agent-Based Simulations for Decision Making
      9. Biomarker Discovery
      10. Predicting Demand for On-Demand Taxis
    9. Revenue by Industry
      1. Traditional HPC Use Case Revenue by Industry
      2. AI-Focused HPC Use Case Revenue by Industry, World Markets
    10. Conclusions and Recommendations
  6. Company Directory
  7. Acronym and Abbreviation List
  8. Table of Contents
  9. Table of Charts and Figures
  10. Scope of Study, Sources and Methodology, Notes

List of Charts, Figures, and Tables

Charts
  • Total Enterprise HPC Revenue by Market Segment, World Markets: 2017-2025
  • Total Enterprise HPC Revenue by Market Segment, World Markets: 2017-2025
  • Traditional Enterprise HPC Revenue by Product Segment, World Markets: 2017-2025
  • AI-Focused HPC Revenue by Product Segment, World Markets: 2017-2025
  • Total Enterprise HPC Revenue by Product Segment, World Markets: 2017-2025
  • Traditional HPC Revenue by Region, World Markets: 2017-2025
  • AI-Focused HPC Revenue by Region, World Markets: 2017-2025
  • Total Enterprise HPC Revenue by Region, World Markets: 2017-2025
  • Traditional HPC Revenue by Use Case, World Markets: 2017-2025
  • Traditional HPC Use Case Revenue by Industry, World Markets: 2017-2025
  • AI-Focused HPC Revenue by Use Case, World Markets: 2017-2025
  • AI-Focused HPC Use Case Revenue by Industry, World Markets: 2017-2025
  • Business Intelligence Revenue by Product Type, World Markets: 2017-2025
  • Chemical Research Revenue by Product Type, World Markets: 2017-2025
  • Prepping Data for Distributed Processing Revenue by Product Type, World Markets: 2017-2025
  • Fluid Dynamics Revenue by Product Type, World Markets: 2017-2025
  • Biosciences Revenue by Product Type, World Markets: 2017-2025
  • Weather Forecasting Revenue by Product Type, World Markets: 2017-2025
  • Structural Analysis Revenue by Product Type, World Markets: 2017-2025
  • Complex Event Processing Revenue by Product Type, World Markets: 2017-2025
  • Visualization Image Analysis Revenue by Product Type, World Markets: 2017-2025
  • Economic and Financial Analysis Revenue by Product Type, World Markets: 2017-2025
  • Algorithmic Trading Strategy Performance Improvement Revenue by Product Type, World Markets: 2017-2025
  • Social Media Publishing and Management Revenue by Product Type, World Markets: 2017-2025
  • Computational Drug Discovery and Drug Effectiveness Revenue by Product Type, World Markets: 2017-2025
  • Oil Production Optimization Revenue by Product Type, World Markets: 2017-2025
  • Vehicle Network and Data Security Revenue by Product Type, World Markets: 2017-2025
  • Weather Forecasting Revenue by Product Type, World Markets: 2017-2025
  • Prevention against Cybersecurity Threats Revenue by Product Type, World Markets: 2017-2025
  • Agent-Based Simulations for Decision Making Revenue by Product Type, World Markets: 2017-2025
  • Biomarker Discovery Revenue by Product Type, World Markets: 2017-2025
  • Predicting Demand for On-Demand Taxis Revenue by Product Type, World Markets: 2017-2025
  • Traditional HPC Use Case Revenue by Industry, World Markets: 2017-2025
  • AI HPC Use Case Revenue by Industry, World Markets: 2017-2025
  • Physics Revenue by Product Type, World Markets: 2017-2025
  • Scientific Research Revenue by Product Type, World Markets: 2017-2025
  • General Business Revenue by Product Type, World Markets: 2017-2025
  • Geophysics Revenue by Product Type, World Markets: 2017-2025
  • Digital Content Creation and Management Revenue by Product Type, World Markets: 2017-2025
  • Other Revenue by Product Type, World Markets: 2017-2025
  • Customer Relationship Management Revenue by Product Type, World Markets: 2017-2025
  • Personal Finance Advisor Revenue by Product Type, World Markets: 2017-2025
  • Improve Customer Experience Management Revenue by Product Type, World Markets: 2017-2025
  • Clothes Sizing and Fitting Revenue by Product Type, World Markets: 2017-2025
  • Performance Reporting and Analytics of Ad Campaigns Revenue by Product Type, World Markets: 2017-2025
  • Genomic Mapping and Analysis for Personalized Healthcare and Precision Medicine Revenue by Product Type, World Markets: 2017-2025
  • Risk Assessment and Compliance Revenue by Product Type, World Markets: 2017-2025
  • Automated On-Road Customer Service Revenue by Product Type, World Markets: 2017-2025
  • Supply Chain & Logistics Revenue by Product Type, World Markets: 2017-2025
  • Network/IT Operations Monitoring and Management Revenue by Product Type, World Markets: 2017-2025
  • Fraud Mitigation Revenue by Product Type, World Markets: 2017-2025
  • Credit Scoring and Loan Analysis Revenue by Product Type, World Markets: 2017-2025
  • Traffic Light Management Revenue by Product Type, World Markets: 2017-2025
  • Clustering and Phenotype Discovery Revenue by Product Type, World Markets: 2017-2025
  • Predicting Illness and Patient Outcomes Revenue by Product Type, World Markets: 2017-2025
  • Game Monetization and Personalization Revenue by Product Type, World Markets: 2017-2025
  • Disaster and Emergency Management Revenue by Product Type, World Markets: 2017-2025
  • Demand Forecasting for Warehouse and Supply Chain Revenue by Product Type, World Markets: 2017-2025
  • Biometric Identification Revenue by Product Type, World Markets: 2017-2025
  • Energy Management Revenue by Product Type, World Markets: 2017-2025
  • Predictive Analytics for Retail Revenue by Product Type, World Markets: 2017-2025
  • Agent-Based Simulations for Decision Making Revenue by Product Type, World Markets: 2017-2025
  • Traditional HPC Use Case Compute and Storage Revenue by Industry, World Markets: 2017-2025
  • Enterprise Resource Planning Revenue by Product Type, World Markets: 2017-2025
  • Traditional HPC Use Case Software Revenue by Industry, World Markets: 2017-2025
  • Traditional HPC Use Case Services Revenue by Industry, World Markets: 2017-2025
  • AI HPC Use Case Compute and Storage Revenue by Industry, World Markets: 2017-2025
  • AI HPC Use Case Software Revenue by Industry, World Markets: 2017-2025
  • AI HPC Use Case Services Revenue by Industry, World Markets: 2017-2025
Tables
  • Total Enterprise HPC Revenue by Market Segment, World Markets: 2017-2025
  • Traditional Enterprise HPC Revenue by Product Segment, World Markets: 2017-2025
  • AI-Focused HPC Revenue by Product Segment, World Markets: 2017-2025
  • Traditional HPC Revenue by Region, World Markets: 2017-2025
  • AI-Focused HPC Revenue by Region, World Markets: 2017-2025
  • Total Enterprise HPC Revenue by Region, World Markets: 2017-2025
  • Traditional HPC Revenue by Use Case, World Markets: 2017-2025
  • Traditional HPC Use Case Revenue by Industry, World Markets: 2017-2025
  • AI-Focused HPC Revenue by Use Case, World Markets: 2017-2025
  • AI-Focused HPC Use Case Revenue by Industry, World Markets: 2017-2025
  • Business Intelligence Revenue by Product Type, World Markets: 2017-2025
  • Chemical Research Revenue by Product Type, World Markets: 2017-2025
  • Prepping Data for Distributed Processing Revenue by Product Type, World Markets: 2017-2025
  • Fluid Dynamics Revenue by Product Type, World Markets: 2017-2025
  • Biosciences Revenue by Product Type, World Markets: 2017-2025
  • Weather Forecasting Revenue by Product Type, World Markets: 2017-2025
  • Structural Analysis Revenue by Product Type, World Markets: 2017-2025
  • Complex Event Processing Revenue by Product Type, World Markets: 2017-2025
  • Visualization Image Analysis Revenue by Product Type, World Markets: 2017-2025
  • Economic and Financial Analysis Revenue by Product Type, World Markets: 2017-2025
  • Physics Revenue by Product Type, World Markets: 2017-2025
  • Scientific Research Revenue by Product Type, World Markets: 2017-2025
  • General Business Revenue by Product Type, World Markets: 2017-2025
  • Geophysics Revenue by Product Type, World Markets: 2017-2025
  • Digital Content Creation and Management Revenue by Product Type, World Markets: 2017-2025
  • Other Revenue by Product Type, World Markets: 2017-2025
  • Customer Relationship Management Revenue by Product Type, World Markets: 2017-2025
  • Enterprise Resource Planning Revenue by Product Type, World Markets: 2017-2025
  • Algorithmic Trading Strategy Performance Improvement Revenue by Product Type, World Markets: 2017-2025
  • Social Media Publishing and Management Revenue by Product Type, World Markets: 2017-2025
  • Computational Drug Discovery and Drug Effectiveness Revenue by Product Type, World Markets: 2017-2025
  • Performance Reporting and Analytics of Ad Campaigns Revenue by Product Type, World Markets: 2017-2025
  • Oil Production Optimization Revenue by Product Type, World Markets: 2017-2025
  • Improve Customer Experience Management Revenue by Product Type, World Markets: 2017-2025
  • Vehicle Network and Data Security Revenue by Product Type, World Markets: 2017-2025
  • Weather Forecasting Revenue by Product Type, World Markets: 2017-2025
  • Prevention against Cybersecurity Threats Revenue by Product Type, World Markets: 2017-2025
  • Energy Management Revenue by Product Type, World Markets: 2017-2025
  • Predictive Analytics for Retail Revenue by Product Type, World Markets: 2017-2025
  • Personal Finance Advisor Revenue by Product Type, World Markets: 2017-2025
  • Predicting Demand for On-Demand Taxis Revenue by Product Type, World Markets: 2017-2025
  • Clothes Sizing and Fitting Revenue by Product Type, World Markets: 2017-2025
  • Biomarker Discovery Revenue by Product Type, World Markets: 2017-2025
  • Genomic Mapping and Analysis for Personalized Healthcare and Precision Medicine Revenue by Product Type, World Markets: 2017-2025
  • Risk Assessment and Compliance Revenue by Product Type, World Markets: 2017-2025
  • Automated On-Road Customer Service Revenue by Product Type, World Markets: 2017-2025
  • Supply Chain & Logistics Revenue by Product Type, World Markets: 2017-2025
  • Network/IT Operations Monitoring and Management Revenue by Product Type, World Markets: 2017-2025
  • Fraud Mitigation Revenue by Product Type, World Markets: 2017-2025
  • Credit Scoring and Loan Analysis Revenue by Product Type, World Markets: 2017-2025
  • Traffic Light Management Revenue by Product Type, World Markets: 2017-2025
  • Clustering and Phenotype Discovery Revenue by Product Type, World Markets: 2017-2025
  • Predicting Illness and Patient Outcomes Revenue by Product Type, World Markets: 2017-2025
  • Game Monetization and Personalization Revenue by Product Type, World Markets: 2017-2025
  • Disaster and Emergency Management Revenue by Product Type, World Markets: 2017-2025
  • Demand Forecasting for Warehouse and Supply Chain Revenue by Product Type, World Markets: 2017-2025
  • Biometric Identification Revenue by Product Type, World Markets: 2017-2025
  • Agent-Based Simulations for Decision Making Revenue by Product Type, World Markets: 2017-2025
  • Traditional HPC Use Case Revenue by Industry, World Markets: 2017-2025
  • Traditional HPC Use Case Compute and Storage Revenue by Industry, World Markets: 2017-2025
  • Traditional HPC Use Case Software Revenue by Industry, World Markets: 2017-2025
  • Traditional HPC Use Case Services Revenue by Industry, World Markets: 2017-2025
  • AI HPC Use Case Revenue by Industry, World Markets: 2017-2025
  • AI HPC Use Case Compute and Storage Revenue by Industry, World Markets: 2017-2025
  • AI HPC Use Case Software Revenue by Industry, World Markets: 2017-2025
  • AI HPC Use Case Services Revenue by Industry, World Markets: 2017-2025

 

ページTOPに戻る

あなたが最近チェックしたレポート一覧

  • 最近チェックしたレポートはありません。

お問い合せは、お電話・メール・WEBから承ります。お見積もりの作成もお気軽にご相談ください。

webからのお問い合せはこちらのフォームから承ります

office@dri.co.jp

 

ページTOPに戻る