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1374767

人工知能（AI）スーパーコンピュータの世界市場：コンポーネント別、展開別、用途別、地域別-2028年までの予測

Artificial Intelligence (AI) Supercomputer Market by Components (Processors/Compute, Storage, Memory, Interconnects), Deployment (Cloud, On-Premises), Application (Government, Academia and Research, Commercial) and Geography - Global Forecast to 2028
出版日: | 発行: MarketsandMarkets | ページ情報: 英文 179 Pages | 納期: 即納可能 即納可能とは

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人工知能（AI）スーパーコンピュータの世界市場：コンポーネント別、展開別、用途別、地域別-2028年までの予測
出版日: 2023年11月01日
発行: MarketsandMarkets
ページ情報: 英文 179 Pages
納期: 即納可能 即納可能とは
  • 全表示
  • 概要
  • 目次
概要
調査範囲
調査対象年 2019年～2028年
基準年 2022年
予測期間 2023年～2028年
検討単位 金額（100万米ドル）
セグメント コンポーネント別、展開別、用途別、地域別
対象地域 北米、欧州、アジア太平洋、その他の地域

AIスーパーコンピュータの市場規模は、2023年の12億米ドルから、2023年から2028年にかけてCAGR 22.0%で成長し、2028年には33億米ドルに達すると予測されています。

金融機関で使用されるAIスパコンの採用は増加傾向にあります。金融機関は、過去のデータ、市場動向、経済指標を分析することでリスクを評価・管理するためにAIスーパーコンピューターを利用しています。AIスーパーコンピューターは、高度な機械学習アルゴリズムを採用し、不正行為をリアルタイムで検知するのに役立ちます。AIスーパーコンピュータは、取引パターンを分析し、不正行為を示す可能性のある異常を特定することで、金融機関とその顧客の両方を保護します。

AIモデルは一般的に非常に大きく複雑であり、学習と実行に多くの計算能力を必要とします。AIスーパーコンピュータは、必要な計算能力を提供するために、何千ものGPU（グラフィックプロセッシングユニット）やCPU（中央演算処理装置）を搭載していることが多いです。プロセッサーは、AIモデルの訓練と実行に必要な計算能力を提供するために特別に設計されており、AIモデルが新しいデータに対して予測を行うのを助けるAI推論のスピードアップにも役立ちます。AIスーパーコンピュータは、AIモデルの訓練と実行に並列処理を使用します。これは、AIモデルがより小さな断片に分割され、それぞれの断片が別々のプロセッサによって処理されることを意味します。これにより、AIモデルの訓練と実行をより高速に行うことができます。全体として、プロセッサー/コンピューティングは、大規模で複雑なAIモデルの訓練と実行を可能にするため、AIスーパーコンピューターにとって不可欠です。

AIスーパーコンピュータは、データ分析、予測モデリング、意思決定のためにAIと高性能コンピューティングの力を活用することで、企業が競争優位性を獲得することを可能にします。AIスーパーコンピュータは、イノベーション、コスト削減、データ主導型戦略の開発を促進し、最終的にビジネス成果と顧客満足度の向上につながります。

米国は予測期間中、北米におけるAIスーパーコンピュータ市場の最大シェア市場規模を保持すると予測されます。同国におけるAIスーパーコンピュータ市場の成長は、主に米国におけるAIスーパーコンピュータの成長を促進する政府の取り組み、民間部門の投資、学術研究の組み合わせによるものです。同国には、AIを革新的な利点を持つ堅牢なソリューションに進化させるために必要な高度なAI技術、イノベーション、イニシアチブがあります。米国のAIスーパーコンピュータ市場は、民間セクターによっても牽引されています。IBM Corporation、NVIDIA Corporation、Intel Corporation、Googleなどの米国企業は、新しいAI製品やサービスを開発・展開するためにAIスーパーコンピュータに多額の投資を行っています。

当レポートでは、世界の人工知能（AI）スーパーコンピュータ市場について調査し、コンポーネント別、展開別、用途別、地域別動向、および市場に参入する企業のプロファイルなどをまとめています。

目次

第1章 イントロダクション

第2章 調査手法

第3章 エグゼクティブサマリー

第4章 重要考察

第5章 市場概要

  • イントロダクション
  • 市場力学
  • バリューチェーン分析
  • 顧客のビジネスに影響を与える動向/混乱
  • 生態系マッピング
  • ポーターのファイブフォース分析
  • 主要な利害関係者と購入基準
  • ケーススタディ分析
  • 技術分析
  • 貿易分析
  • 料金分析
  • 特許分析
  • 規制状況と基準
  • 2023年～2024年の主要な会議とイベント
  • 価格分析

第6章 AIスーパーコンピューター市場、コンポーネント別

  • イントロダクション
  • プロセッサ/コンピューティング
  • ストレージ
  • メモリ
  • 相互接続

第7章 組織内でのAIスーパーコンピューターの展開タイプ

  • イントロダクション
  • クラウド
  • オンプレミス

第8章 AIスーパーコンピューター市場、用途別

  • イントロダクション
  • 政府
  • 学術・研究
  • 商業

第9章 AIスーパーコンピューター市場、地域別

  • イントロダクション
  • 北米
  • 欧州
  • アジア太平洋
  • その他の地域

第10章 競合情勢

  • 概要
  • 大手企業が採用した主な戦略
  • 市場シェア分析、2022年
  • 収益分析、2020～2022年
  • 企業評価マトリックス、2022年
  • スタートアップ/中小企業（SMES）の評価マトリックス、2022年
  • 競合ベンチマーキング
  • 企業のフットプリント
  • 競争シナリオと動向

第11章 企業プロファイル

  • 主要参入企業
    • NVIDIA CORPORATION
    • INTEL CORPORATION
    • ADVANCED MICRO DEVICES, INC.
    • SAMSUNG ELECTRONICS
    • MICRON TECHNOLOGY, INC.
    • IBM CORPORATION
    • META
    • DELL INC.
    • GOOGLE
    • HUAWEI TECHNOLOGIES CO., LTD.
    • MICROSOFT
    • CEREBRAS
  • その他の企業
    • HEWLETT PACKARD ENTERPRISE DEVELOPMENT LP
    • FUJITSU
    • PEZY GROUP
    • TESLA
    • ATOS SE
    • NEC CORPORATION
    • ORACLE
    • AMAZON WEB SERVICES, INC.
    • GROQ, INC.
    • MEDIATEK INC.
    • GRAPHCORE
    • SAMBANOVA SYSTEMS, INC.
    • KALRAY
    • KNERON, INC.
    • ARM LIMITED

第12章 付録

目次
Product Code: SE 8831

Report Description

Scope of the Report
Years Considered for the Study2019-2028
Base Year2022
Forecast Period2023-2028
Units ConsideredValue (USD Million)
SegmentsBy Components, Deployment, Application and Geography
Regions coveredNorth America, Europe, Asia Pacific, and Rest of the World

The AI supercomputer market is projected to grow from USD 1.2 billion in 2023 and is expected to reach USD 3.3 billion by 2028, growing at a CAGR of 22.0% from 2023 to 2028. The adoption of AI supercomputers for use in financial institutions is on the rise. Financial institutions use AI supercomputers to assess and manage risk by analyzing historical data, market trends, and economic indicators. AI supercomputers help employ advanced machine learning algorithms to detect fraudulent activities in real-time. They analyze transaction patterns and identify anomalies that may indicate fraudulent behavior, helping to protect both the institution and its customers.

"Processors/Compute in the AI supercomputer market to witness significant growth during the forecast period."

AI models are typically very large and complex, and they require a lot of compute power to train and run. AI supercomputers often have thousands of GPUs (graphics processing units) or even CPUs (central processing units) to provide the necessary compute power. A processor is specially designed to provide the computational power needed to train and run AI models, it also aids in speeding up AI inference which helps the AI model to make predictions on new data. AI supercomputers use parallel processing to train and run AI models. This means that the AI model is divided into smaller pieces and each piece is processed by a separate processor. This allows AI models to be trained and run much faster. Overall, processors/compute are essential for AI supercomputers because they allow them to train and run large and complex AI models.

"Market for commercial application in the AI supercomputer market to witness the fastest growth during the forecast period. "

AI supercomputers enable businesses to gain a competitive edge by harnessing the power of AI and high-performance computing for data analysis, predictive modeling, and decision-making. They facilitate innovation, cost reduction, and the development of data-driven strategies, ultimately leading to improved business outcomes and customer satisfaction.

"US is expected to hold the largest market size in North America region during the forecast period."

US is expected to hold the largest share market size of the AI supercomputer market in North America during the forecast period. The growth of the AI supercomputer market in the country is primarily attributed by the combination of government initiatives, private sector investments, and academic research that drives the growth of AI supercomputers in the US. The country has advanced AI technology, innovations, and initiatives necessary to evolve AI into robust solutions with innovative benefits. The US AI supercomputer market is also being driven by the private sector. Several US companies, such as (IBM Corporation, NVIDIA Corporation, Intel Corporation, and Google, are investing heavily in AI supercomputers to develop and deploy new AI products and services.

  • By Company Type: Tier 1 - 52%, Tier 2 - 31%, and Tier 3 - 17%
  • By Designation: C-level Executives - 47%, Directors -31%, and Others - 22%
  • By Region: North America -36%, Europe - 29%, Asia Pacific- 30%, and RoW - 5%

The report profiles key players in the AI supercomputer market with their respective market ranking analysis. Prominent players profiled in this report include NVIDIA Corporation (US), Intel corporation (US), Advanced Micro Devices, Inc. (US), Samsung Electronics (South Korea), Micron Technology, Inc. (US), IBM Corporation (US), Meta (US) Google (US), Dell Inc. (US), Microsoft (US), Huawei Technologies Co., Ltd. (China) Cerebras (US). Apart from these, Hewlett Packard Enterprise Development LP (US), Fujitsu (Japan), Pezy Group (Netherlands), Tesla (US), Atos SE (France), NEC Corporation (Japan), Oracle (US), Amazon Web Services, Inc. (US), Groq, Inc. (US), MediaTek Inc. (Taiwan), Graphcore (UK), SambaNova Systems Inc. (US), Kalray (France), Kneron Inc. (US), Arm Ltd.(UK), are among a few other key companies in the AI supercomputer market.

Report Coverage

The report defines, describes, and forecasts the AI supercomputer market based on component, application, and region. It provides detailed information regarding drivers, restraints, opportunities, and challenges influencing the growth of the AI supercomputer market. It also analyzes competitive developments such as product launches, acquisitions, expansions, contracts, partnerships, and actions carried out by the key players to grow in the market.

Reasons to Buy This Report

The report will help the market leaders/new entrants in the market with information on the closest approximations of the revenue for the overall AI supercomputer market and the subsegments. The report will help stakeholders understand the competitive landscape and gain more insight to position their business better and plan suitable go-to-market strategies. The report also helps stakeholders understand the pulse of the market and provide them with information on key drivers, restraints, opportunities, and challenges.

The report will provide insights into the following pointers:

  • Analysis of key drivers (Increased application of AI supercomputers in healthcare sector), restraints (High acquisition and maintenance costs), opportunities (Contribution of AI in development and deployment of autonomous vehicles), and challenges (Long development and deployment cycles) of the AI supercomputer market.
  • Product development /Innovation: Detailed insights on upcoming technologies, research & development activities, and new product & service launches in the AI supercomputer market.
  • Market Development: Comprehensive information about lucrative markets; the report analyses the AI supercomputer market across various regions.
  • Market Diversification: Exhaustive information about new products & services, untapped geographies, recent developments, and investments in the AI supercomputer market.
  • Competitive Assessment: In-depth assessment of market share, growth strategies, and services, offering of leading players like NIVIDIA Corporation (US), Intel Corporation (US), Advanced Micro Devices, Inc. (US), Samsung Electronics (South Korea), Micron Technology, Inc. (US) among others in the AI supercomputer market.

TABLE OF CONTENTS

1 INTRODUCTION

  • 1.1 STUDY OBJECTIVES
  • 1.2 MARKET DEFINITION
    • 1.2.1 INCLUSIONS AND EXCLUSIONS
  • 1.3 STUDY SCOPE
    • 1.3.1 MARKETS COVERED
    • FIGURE 1 AI SUPERCOMPUTER MARKET: SEGMENTATION
    • 1.3.2 REGIONAL SCOPE
    • 1.3.3 YEARS CONSIDERED
  • 1.4 CURRENCY CONSIDERED
    • 1.4.1 USD EXCHANGE RATES
  • 1.5 UNITS CONSIDERED
  • 1.6 LIMITATIONS
  • 1.7 STAKEHOLDERS
  • 1.8 IMPACT OF RECESSION

2 RESEARCH METHODOLOGY

  • 2.1 RESEARCH APPROACH
    • FIGURE 2 AI SUPERCOMPUTER MARKET: RESEARCH DESIGN
    • 2.1.1 SECONDARY AND PRIMARY RESEARCH
    • FIGURE 3 AI SUPERCOMPUTER MARKET: RESEARCH APPROACH
    • 2.1.2 SECONDARY DATA
      • 2.1.2.1 Key data from secondary sources
      • 2.1.2.2 List of major secondary sources
    • 2.1.3 PRIMARY DATA
      • 2.1.3.1 Primary interviews with experts
      • 2.1.3.2 Key data from primary sources
      • 2.1.3.3 Key industry insights
      • 2.1.3.4 List of key primary respondents
      • 2.1.3.5 Breakdown of primaries
  • 2.2 MARKET SIZE ESTIMATION
    • FIGURE 4 MARKET SIZE ESTIMATION METHODOLOGY: SUPPLY SIDE
    • 2.2.1 BOTTOM-UP APPROACH
      • 2.2.1.1 Approach to derive market size using bottom-up analysis (demand side)
    • FIGURE 5 AI SUPERCOMPUTER MARKET: BOTTOM-UP APPROACH
    • 2.2.2 TOP-DOWN APPROACH
      • 2.2.2.1 Approach to derive market size using top-down analysis (supply side)
    • FIGURE 6 AI SUPERCOMPUTER MARKET: TOP-DOWN APPROACH
  • 2.3 MARKET BREAKDOWN AND DATA TRIANGULATION
    • FIGURE 7 DATA TRIANGULATION
  • 2.4 RESEARCH ASSUMPTIONS
  • 2.5 PARAMETERS CONSIDERED TO ANALYZE IMPACT OF RECESSION ON AI SUPERCOMPUTER MARKET
  • 2.6 RISK ASSESSMENT

3 EXECUTIVE SUMMARY

    • FIGURE 8 MEMORY SEGMENT TO EXHIBIT HIGHEST CAGR DURING FORECAST PERIOD
    • FIGURE 9 GOVERNMENT SEGMENT TO SECURE LARGEST MARKET SHARE DURING FORECAST PERIOD
    • FIGURE 10 AI SUPERCOMPUTER MARKET, BY REGION, 2022

4 PREMIUM INSIGHTS

  • 4.1 ATTRACTIVE OPPORTUNITIES FOR PLAYERS IN AI SUPERCOMPUTER MARKET
    • FIGURE 11 INCREASING APPLICATIONS OF AI SUPERCOMPUTERS IN HEALTHCARE SECTOR TO BOOST MARKET GROWTH
  • 4.2 AI SUPERCOMPUTER MARKET, BY COMPONENT
    • FIGURE 12 MEMORY SEGMENT TO REGISTER HIGHEST CAGR FROM 2023 TO 2028
  • 4.3 AI SUPERCOMPUTER MARKET, BY APPLICATION
    • FIGURE 13 GOVERNMENT SEGMENT TO HOLD LARGEST MARKET SHARE FROM 2023 TO 2028
  • 4.4 AI SUPERCOMPUTER MARKET IN ASIA PACIFIC, BY APPLICATION AND COUNTRY
    • FIGURE 14 GOVERNMENT AND CHINA HELD LARGEST MARKET SHARES IN 2022
  • 4.5 AI SUPERCOMPUTER MARKET, BY COUNTRY
    • FIGURE 15 INDIA TO EXHIBIT HIGHEST CAGR DURING FORECAST PERIOD

5 MARKET OVERVIEW

  • 5.1 INTRODUCTION
  • 5.2 MARKET DYNAMICS
    • FIGURE 16 AI SUPERCOMPUTER MARKET: DRIVERS, RESTRAINTS, OPPORTUNITIES, AND CHALLENGES
    • 5.2.1 DRIVERS
    • FIGURE 17 AI SUPERCOMPUTER MARKET: IMPACT ANALYSIS OF DRIVERS
      • 5.2.1.1 Increased application of AI supercomputers in healthcare industry
      • 5.2.1.2 Development of complex AI models
      • 5.2.1.3 High computational power of AI supercomputers
      • 5.2.1.4 Usage of AI supercomputers in financial institutions
    • 5.2.2 RESTRAINTS
    • FIGURE 18 AI SUPERCOMPUTER MARKET: IMPACT ANALYSIS OF RESTRAINTS
      • 5.2.2.1 High acquisition and maintenance costs
      • 5.2.2.2 Lack of AI hardware experts and skilled workforce
    • 5.2.3 OPPORTUNITIES
    • FIGURE 19 AI SUPERCOMPUTER MARKET: IMPACT ANALYSIS OF OPPORTUNITIES
      • 5.2.3.1 Contribution of AI to development and deployment of autonomous vehicles
      • 5.2.3.2 Adoption of cloud-based AI services by several organizations and researchers
    • 5.2.4 CHALLENGES
    • FIGURE 20 AI SUPERCOMPUTER MARKET: IMPACT ANALYSIS OF CHALLENGES
      • 5.2.4.1 Long development and deployment cycles
      • 5.2.4.2 Complexities associated with hardware and software integration
  • 5.3 VALUE CHAIN ANALYSIS
    • FIGURE 21 AI INFRASTRUCTURE MARKET: VALUE CHAIN ANALYSIS
  • 5.4 TRENDS/DISRUPTIONS IMPACTING CUSTOMERS' BUSINESSES
    • FIGURE 22 TRENDS/DISRUPTIONS IMPACTING CUSTOMERS' BUSINESSES
  • 5.5 ECOSYSTEM MAPPING
    • FIGURE 23 AI SUPERCOMPUTER MARKET: ECOSYSTEM MAPPING
    • TABLE 1 COMPANIES AND THEIR ROLE IN AI SUPERCOMPUTER ECOSYSTEM
  • 5.6 PORTER'S FIVE FORCES ANALYSIS
    • TABLE 2 AI SUPERCOMPUTER MARKET: PORTER'S FIVE FORCES ANALYSIS
    • FIGURE 24 AI SUPERCOMPUTER MARKET: PORTER'S FIVE FORCES ANALYSIS
    • 5.6.1 THREAT OF NEW ENTRANTS
    • 5.6.2 THREAT OF SUBSTITUTES
    • 5.6.3 BARGAINING POWER OF SUPPLIERS
    • 5.6.4 BARGAINING POWER OF BUYERS
    • 5.6.5 INTENSITY OF COMPETITIVE RIVALRY
  • 5.7 KEY STAKEHOLDERS AND BUYING CRITERIA
    • 5.7.1 KEY STAKEHOLDERS IN BUYING PROCESS
    • FIGURE 25 KEY STAKEHOLDERS IN BUYING PROCESS FOR TOP THREE APPLICATIONS
    • TABLE 3 INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS FOR TOP THREE APPLICATIONS
    • 5.7.2 BUYING CRITERIA
    • FIGURE 26 KEY BUYING CRITERIA FOR TOP THREE APPLICATIONS
    • TABLE 4 KEY BUYING CRITERIA FOR TOP THREE APPLICATIONS
  • 5.8 CASE STUDY ANALYSIS
    • 5.8.1 MEMORIAL SLOAN-KETTERING CANCER CENTER DEPLOYS IBM WATSON'S "COGNITIVE COMPUTING" TO SORT MEDICAL DATA
    • 5.8.2 BRADESCO (BRAZILIAN BANK) DEPLOYS IBM'S AI-ENABLED COMPUTER SYSTEM TO UNDERSTAND WRITTEN AND SPOKEN QUESTIONS
    • 5.8.3 EXOR INTERNATIONAL COLLABORATES WITH INTEL, TELECOM ITALIA (TIM), AND JMA WIRELESS TO BUILD SMART FACTORY
  • 5.9 TECHNOLOGY ANALYSIS
    • 5.9.1 KEY TECHNOLOGIES
      • 5.9.1.1 Green computing
      • 5.9.1.2 Cloud GPUs
  • 5.10 TRADE ANALYSIS
    • 5.10.1 IMPORT SCENARIO
    • FIGURE 27 IMPORT DATA FOR PRODUCTS UNDER HS CODE 854231, BY COUNTRY, 2018-2022 (USD MILLION)
    • TABLE 5 IMPORT DATA, BY COUNTRY, 2018-2022 (USD MILLION)
    • 5.10.2 EXPORT SCENARIO
    • FIGURE 28 EXPORT DATA FOR PRODUCTS UNDER HS CODE 854231, BY COUNTRY, 2018-2022 (USD MILLION)
    • TABLE 6 EXPORT DATA, BY COUNTRY, 2018-2022 (USD MILLION)
  • 5.11 TARIFF ANALYSIS
    • TABLE 7 TARIFF FOR HS CODE 854231-COMPLIANT PRODUCTS EXPORTED BY CHINA
    • TABLE 8 TARIFF FOR HS CODE 854231-COMPLIANT PRODUCTS EXPORTED BY GERMANY
    • TABLE 9 TARIFF FOR HS CODE 854231-COMPLIANT PRODUCTS EXPORTED BY FRANCE
  • 5.12 PATENT ANALYSIS
    • TABLE 10 AI SUPERCOMPUTER MARKET: LIST OF PATENTS, 2020-2023
    • FIGURE 29 NUMBER OF PATENTS GRANTED PER YEAR, 2012-2022
    • TABLE 11 TOP 20 PATENT OWNERS IN US IN LAST 10 YEARS
    • FIGURE 30 TOP 10 COMPANIES WITH HIGHEST NUMBER OF PATENT APPLICATIONS IN LAST 10 YEARS
  • 5.13 REGULATORY LANDSCAPE AND STANDARDS
    • 5.13.1 REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
    • TABLE 12 NORTH AMERICA: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
    • TABLE 13 EUROPE: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
    • TABLE 14 ASIA PACIFIC: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
    • TABLE 15 ROW: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
    • 5.13.2 STANDARDS
  • 5.14 KEY CONFERENCES AND EVENTS, 2023-2024
    • TABLE 16 AI SUPERCOMPUTER MARKET: LIST OF CONFERENCES AND EVENTS
  • 5.15 PRICING ANALYSIS
    • TABLE 17 AVERAGE SELLING PRICE (ASP) OF PROCESSORS/COMPUTE FOR AI SUPERCOMPUTERS OFFERED BY TWO KEY PLAYERS
    • 5.15.1 AVERAGE SELLING PRICE (ASP) OF PROCESSORS/COMPUTE OFFERED BY TWO KEY PLAYERS
    • FIGURE 31 AVERAGE SELLING PRICE (ASP) OF PROCESSORS/COMPUTE OFFERED BY TWO KEY PLAYERS
    • 5.15.2 AVERAGE SELLING PRICE (ASP) TREND, BY COMPONENT
    • FIGURE 32 AVERAGE SELLING PRICE (ASP) OF CPUS & GPUS

6 AI SUPERCOMPUTER MARKET, BY COMPONENT

  • 6.1 INTRODUCTION
    • FIGURE 33 MEMORY SEGMENT TO EXHIBIT HIGHEST CAGR DURING FORECAST PERIOD
    • TABLE 18 AI SUPERCOMPUTER MARKET, BY COMPONENT, 2019-2022 (USD MILLION)
    • TABLE 19 AI SUPERCOMPUTER MARKET, BY COMPONENT, 2023-2028 (USD MILLION)
  • 6.2 PROCESSORS/COMPUTE
    • TABLE 20 PROCESSORS/COMPUTE: AI SUPERCOMPUTER MARKET, BY TYPE, 2019-2022 (USD MILLION)
    • TABLE 21 PROCESSORS/COMPUTE: AI SUPERCOMPUTER MARKET, BY TYPE, 2023-2028 (USD MILLION)
    • TABLE 22 PROCESSORS/COMPUTE: AI SUPERCOMPUTER MARKET, BY REGION, 2019-2022 (USD MILLION)
    • TABLE 23 PROCESSORS/COMPUTE: AI SUPERCOMPUTER MARKET, BY REGION, 2023-2028 (USD MILLION)
    • 6.2.1 CENTRAL PROCESSING UNITS (CPUS)
      • 6.2.1.1 Growing demand for realistic and immersive gaming experiences to foster segmental growth
    • 6.2.2 GRAPHICS PROCESSING UNITS (GPUS)
      • 6.2.2.1 Ability to process multiple layers and millions of parameters in parallel to drive market
    • TABLE 24 COMPONENT: AI SUPERCOMPUTER MARKET FOR CPUS & GPUS, 2019-2022 (THOUSAND UNITS)
    • TABLE 25 COMPONENT: AI SUPERCOMPUTER MARKET FOR CPUS & GPUS, 2023-2028 (THOUSAND UNITS)
    • 6.2.3 APPLICATION-SPECIFIC INTEGRATED CIRCUITS (ASICS)
      • 6.2.3.1 Ability to enhance to overall performance and competitiveness of AI supercomputing systems to foster segmental growth
    • 6.2.4 FIELD-PROGRAMMABLE GATE ARRAYS (FPGAS)
      • 6.2.4.1 Potential to quickly test new and updated algorithms to boost demand
  • 6.3 STORAGE
    • 6.3.1 EFFICIENT MANAGEMENT AND HANDLING OF VAST AMOUNT OF DATA TO DRIVE MARKET
    • FIGURE 34 ASIA PACIFIC TO HOLD LARGEST SHARE OF AI SUPERCOMPUTER MARKET FOR STORAGE IN 2028
    • TABLE 26 STORAGE: AI SUPERCOMPUTER MARKET, BY REGION, 2019-2022 (USD MILLION)
    • TABLE 27 STORAGE: AI SUPERCOMPUTER MARKET, BY REGION, 2023-2028 (USD MILLION)
  • 6.4 MEMORY
    • 6.4.1 NEED TO OPTIMIZE DATA TRANSFER BETWEEN CPU AND GPU MEMORY TO DRIVE MARKET
    • TABLE 28 MEMORY: AI SUPERCOMPUTER MARKET, BY REGION, 2019-2022 (USD MILLION)
    • TABLE 29 MEMORY: AI SUPERCOMPUTER MARKET, BY REGION, 2023-2028 (USD MILLION)
  • 6.5 INTERCONNECTS
    • 6.5.1 ABILITY TO SEAMLESSLY COMMUNICATE AND SHARE DATA BETWEEN HETEROGENEOUS COMPUTING RESOURCES TO BOOST DEMAND
    • TABLE 30 INTERCONNECTS: AI SUPERCOMPUTER MARKET, BY REGION, 2019-2022 (USD MILLION)
    • TABLE 31 INTERCONNECTS: AI SUPERCOMPUTER MARKET, BY REGION, 2023-2028 (USD MILLION)

7 DEPLOYMENT TYPE OF AI SUPERCOMPUTERS IN ORGANIZATIONS

  • 7.1 INTRODUCTION
  • 7.2 CLOUD
    • 7.2.1 REDUCED OPERATIONAL COSTS, EASY DEPLOYMENT, AND HIGH SCALABILITY TO DRIVE DEMAND
  • 7.3 ON-PREMISES
    • 7.3.1 CUSTOM DESIGN AND CONFIGURATION WITH SPECIFIC COMPUTATIONAL REQUIREMENTS OF AI WORKLOADS TO DRIVE DEMAND

8 AI SUPERCOMPUTER MARKET, BY APPLICATION

  • 8.1 INTRODUCTION
    • FIGURE 35 COMMERCIAL APPLICATION TO EXHIBIT HIGHEST CAGR DURING FORECAST PERIOD
    • TABLE 32 APPLICATION: AI SUPERCOMPUTER MARKET, 2019-2022 (USD MILLION)
    • TABLE 33 APPLICATION: AI SUPERCOMPUTER MARKET, 2023-2028 (USD MILLION)
  • 8.2 GOVERNMENT
    • 8.2.1 RISING CYBERSECURITY THREATS TO DRIVE MARKET
    • TABLE 34 GOVERNMENT: AI SUPERCOMPUTER MARKET, BY REGION, 2019-2022 (USD MILLION)
    • TABLE 35 GOVERNMENT: AI SUPERCOMPUTER MARKET, BY REGION, 2023-2028 (USD MILLION)
  • 8.3 ACADEMIA AND RESEARCH
    • 8.3.1 GROWING NEED TO RESOLVE COMPLEX SCIENTIFIC PROBLEMS TO DRIVE MARKET
    • TABLE 36 ACADEMIA AND RESEARCH: AI SUPERCOMPUTER MARKET, BY REGION, 2019-2022 (USD MILLION)
    • TABLE 37 ACADEMIA AND RESEARCH: AI SUPERCOMPUTER MARKET, BY REGION, 2023-2028 (USD MILLION)
  • 8.4 COMMERCIAL
    • FIGURE 36 NORTH AMERICA TO HOLD LARGEST MARKET SHARE OF AI SUPERCOMPUTER FOR COMMERCIAL APPLICATION FROM IN 2028
    • TABLE 38 COMMERCIAL: AI SUPERCOMPUTER MARKET, BY REGION, 2019-2022 (USD MILLION)
    • TABLE 39 COMMERCIAL: AI SUPERCOMPUTER MARKET, BY REGION, 2023-2028 (USD MILLION)
    • 8.4.1 GENERATIVE AI
      • 8.4.1.1 Ability to offer realistic images and videos in entertainment industry to boost demand
    • 8.4.2 COMPUTER VISION
      • 8.4.2.1 Semiautonomous and autonomous cars to create lucrative opportunities for market players
    • 8.4.3 DRUG DISCOVERY
      • 8.4.3.1 Ability to accelerate and optimize drug discovery to boost demand
    • 8.4.4 OTHERS

9 AI SUPERCOMPUTER MARKET, BY REGION

  • 9.1 INTRODUCTION
    • FIGURE 37 ASIA PACIFIC TO ACCOUNT FOR HIGHEST CAGR DURING FORECAST PERIOD
    • FIGURE 38 ASIA PACIFIC TO HOLD LARGEST MARKET SHARE IN 2028
    • TABLE 40 AI SUPERCOMPUTER MARKET, BY REGION, 2019-2022 (USD MILLION)
    • TABLE 41 AI SUPERCOMPUTER MARKET, BY REGION, 2023-2028 (USD MILLION)
  • 9.2 NORTH AMERICA
    • 9.2.1 IMPACT OF RECESSION ON NORTH AMERICA
    • FIGURE 39 NORTH AMERICA: AI SUPERCOMPUTER MARKET SNAPSHOT
    • TABLE 42 NORTH AMERICA: AI SUPERCOMPUTER MARKET, BY COUNTRY, 2019-2022 (USD MILLION)
    • TABLE 43 NORTH AMERICA: AI SUPERCOMPUTER MARKET, BY COUNTRY, 2023-2028 (USD MILLION)
    • TABLE 44 NORTH AMERICA: AI SUPERCOMPUTER MARKET, BY COMPONENT, 2019-2022 (USD MILLION)
    • TABLE 45 NORTH AMERICA: AI SUPERCOMPUTER MARKET, BY COMPONENT, 2023-2028 (USD MILLION)
    • TABLE 46 NORTH AMERICA: AI SUPERCOMPUTER MARKET, BY APPLICATION, 2019-2022 (USD MILLION)
    • TABLE 47 NORTH AMERICA: AI SUPERCOMPUTER MARKET, BY APPLICATION, 2023-2028 (USD MILLION)
    • 9.2.2 US
      • 9.2.2.1 Growing private sector investments in developing computing systems to drive market
    • 9.2.3 CANADA
      • 9.2.3.1 Government-led funding for research and development of AI technologies and supercomputing to boost demand
  • 9.3 EUROPE
    • 9.3.1 IMPACT OF RECESSION ON EUROPE
    • FIGURE 40 EUROPE: AI SUPERCOMPUTER MARKET SNAPSHOT
    • TABLE 48 EUROPE: AI SUPERCOMPUTER MARKET, BY COUNTRY, 2019-2022 (USD MILLION)
    • TABLE 49 EUROPE: AI SUPERCOMPUTER MARKET, BY COUNTRY, 2023-2028 (USD MILLION)
    • TABLE 50 EUROPE: AI SUPERCOMPUTER MARKET, BY COMPONENT, 2019-2022 (USD MILLION)
    • TABLE 51 EUROPE: AI SUPERCOMPUTER MARKET, BY COMPONENT, 2023-2028 (USD MILLION)
    • TABLE 52 EUROPE: AI SUPERCOMPUTER MARKET, BY APPLICATION, 2019-2022 (USD MILLION)
    • TABLE 53 EUROPE: AI SUPERCOMPUTER MARKET, BY APPLICATION, 2023-2028 (USD MILLION)
    • 9.3.2 UK
      • 9.3.2.1 Government-led initiatives for increasing adoption of AI to drive market growth
    • 9.3.3 GERMANY
      • 9.3.3.1 Introduction of Industry 4.0 technologies to boost market growth
    • 9.3.4 FRANCE
      • 9.3.4.1 Growing government funding to startups to drive market
    • 9.3.5 REST OF EUROPE
  • 9.4 ASIA PACIFIC
    • 9.4.1 IMPACT OF RECESSION ON ASIA PACIFIC
    • FIGURE 41 ASIA PACIFIC: AI SUPERCOMPUTER MARKET SNAPSHOT
    • TABLE 54 ASIA PACIFIC: AI SUPERCOMPUTER MARKET, BY COUNTRY, 2019-2022 (USD MILLION)
    • TABLE 55 ASIA PACIFIC: AI SUPERCOMPUTER MARKET, BY COUNTRY, 2023-2028 (USD MILLION)
    • TABLE 56 ASIA PACIFIC: AI SUPERCOMPUTER MARKET, BY COMPONENT, 2019-2022 (USD MILLION)
    • TABLE 57 ASIA PACIFIC: AI SUPERCOMPUTER MARKET, BY COMPONENT, 2023-2028 (USD MILLION)
    • TABLE 58 ASIA PACIFIC: AI SUPERCOMPUTER MARKET, BY APPLICATION, 2019-2022 (USD MILLION)
    • TABLE 59 ASIA PACIFIC: AI SUPERCOMPUTER MARKET, BY APPLICATION, 2023-2028 (USD MILLION)
    • 9.4.2 CHINA
      • 9.4.2.1 Government-led investments in development AI technologies to drive market
    • 9.4.3 JAPAN
      • 9.4.3.1 Growing deployment of robots in healthcare sector to drive demand
    • 9.4.4 INDIA
      • 9.4.4.1 Growing investment in AI-specific supercomputers to drive market
    • 9.4.5 REST OF ASIA PACIFIC
  • 9.5 ROW
    • 9.5.1 IMPACT OF RECESSION ON ROW
    • FIGURE 42 ROW: AI SUPERCOMPUTER MARKET SNAPSHOT
    • TABLE 60 ROW: AI SUPERCOMPUTER MARKET, BY COMPONENT, 2019-2022 (USD MILLION)
    • TABLE 61 ROW: AI SUPERCOMPUTER MARKET, BY COMPONENT, 2023-2028 (USD MILLION)
    • TABLE 62 ROW: AI SUPERCOMPUTER MARKET, BY APPLICATION, 2019-2022 (USD MILLION)
    • TABLE 63 ROW: AI SUPERCOMPUTER MARKET, BY APPLICATION, 2023-2028 (USD MILLION)
    • 9.5.2 MIDDLE EAST & AFRICA
      • 9.5.2.1 Increasing R&D investments in AI technology to drive market
    • 9.5.3 SOUTH AMERICA
      • 9.5.3.1 Increasing public-private partnerships to boost demand

10 COMPETITIVE LANDSCAPE

  • 10.1 OVERVIEW
  • 10.2 KEY STRATEGIES ADOPTED BY MAJOR PLAYERS
    • TABLE 64 AI SUPERCOMPUTER MARKET: OVERVIEW OF STRATEGIES ADOPTED BY KEY PLAYERS
  • 10.3 MARKET SHARE ANALYSIS, 2022
    • FIGURE 43 AI SUPERCOMPUTER MARKET SHARE ANALYSIS, 2022
    • TABLE 65 AI SUPERCOMPUTER MARKET SHARE ANALYSIS, 2022
  • 10.4 REVENUE ANALYSIS, 2020-2022
    • FIGURE 44 REVENUE ANALYSIS OF FIVE KEY PLAYERS, 2020-2022
  • 10.5 COMPANY EVALUATION MATRIX, 2022
    • 10.5.1 STARS
    • 10.5.2 EMERGING LEADERS
    • 10.5.3 PERVASIVE PLAYERS
    • 10.5.4 PARTICIPANTS
    • FIGURE 45 AI SUPERCOMPUTER MARKET: COMPANY EVALUATION MATRIX, 2022
  • 10.6 STARTUPS/SMALL AND MEDIUM-SIZED ENTERPRISES (SMES) EVALUATION MATRIX, 2022
    • TABLE 66 DETAILED LIST OF KEY START-UPS/SMES
    • 10.6.1 PROGRESSIVE COMPANIES
    • 10.6.2 RESPONSIVE COMPANIES
    • 10.6.3 DYNAMIC COMPANIES
    • 10.6.4 STARTING BLOCKS
    • FIGURE 46 AI SUPERCOMPUTER MARKET: START-UPS/SMES EVALUATION MATRIX, 2022
  • 10.7 COMPETITIVE BENCHMARKING
    • TABLE 67 AI SUPERCOMPUTER MARKET: COMPETITIVE BENCHMARKING OF KEY START-UPS/SME
    • TABLE 68 AI SUPERCOMPUTER MARKET: DETAILED LIST OF KEY START-UPS/SMES
  • 10.8 COMPANY FOOTPRINT
    • TABLE 69 COMPANY FOOTPRINT
    • TABLE 70 COMPONENT: COMPANY FOOTPRINT
    • TABLE 71 APPLICATION: COMPANY FOOTPRINT
    • TABLE 72 REGION: COMPANY FOOTPRINT
  • 10.9 COMPETITIVE SCENARIOS AND TRENDS
    • 10.9.1 PRODUCT LAUNCHES
    • TABLE 73 AI SUPERCOMPUTER MARKET, PRODUCT LAUNCHES, 2020-2023
    • 10.9.2 DEALS
    • TABLE 74 DEALS, 2020-2023

11 COMPANY PROFILES

  • 11.1 KEY PLAYERS
  • (Business overview, Products/Solutions/Services offered, Recent developments, Product launches, Deals, MnM view, Key strengths/Right to win, Strategic choices made, and Weaknesses/Competitive threats)**
    • 11.1.1 NVIDIA CORPORATION
    • TABLE 75 NVIDIA CORPORATION: COMPANY OVERVIEW
    • FIGURE 47 NVIDIA CORPORATION: COMPANY SNAPSHOT
    • TABLE 76 NVIDIA CORPORATION: PRODUCTS/SOLUTIONS/SERVICES OFFERED
    • TABLE 77 NVIDIA CORPORATION: PRODUCT LAUNCHES
    • TABLE 78 NVIDIA CORPORATION: DEALS
    • 11.1.2 INTEL CORPORATION
    • TABLE 79 INTEL CORPORATION: COMPANY OVERVIEW
    • FIGURE 48 INTEL CORPORATION: COMPANY SNAPSHOT
    • TABLE 80 INTEL CORPORATION: PRODUCTS/SOLUTIONS/SERVICES OFFERED
    • TABLE 81 INTEL CORPORATION: PRODUCT LAUNCHES
    • TABLE 82 INTEL CORPORATION: DEALS
    • 11.1.3 ADVANCED MICRO DEVICES, INC.
    • TABLE 83 ADVANCED MICRO DEVICES, INC.: COMPANY OVERVIEW
    • FIGURE 49 ADVANCED MICRO DEVICES, INC.: COMPANY SNAPSHOT
    • TABLE 84 ADVANCED MICRO DEVICES, INC.: PRODUCTS/SOLUTIONS/SERVICES OFFERED
    • TABLE 85 ADVANCED MICRO DEVICES, INC.: PRODUCT LAUNCHES
    • TABLE 86 ADVANCED MICRO DEVICES, INC.: DEALS
    • 11.1.4 SAMSUNG ELECTRONICS
    • TABLE 87 SAMSUNG ELECTRONICS: COMPANY OVERVIEW
    • FIGURE 50 SAMSUNG ELECTRONICS: COMPANY SNAPSHOT
    • TABLE 88 SAMSUNG ELECTRONICS: PRODUCTS/SOLUTIONS/SERVICES OFFERED
    • TABLE 89 SAMSUNG ELECTRONICS: PRODUCT LAUNCHES
    • TABLE 90 SAMSUNG ELECTRONICS: DEALS
    • 11.1.5 MICRON TECHNOLOGY, INC.
    • TABLE 91 MICRON TECHNOLOGY, INC.: COMPANY OVERVIEW
    • FIGURE 51 MICRON TECHNOLOGY, INC.: COMPANY SNAPSHOT
    • TABLE 92 MICRON TECHNOLOGY, INC.: PRODUCTS/SOLUTIONS/SERVICES OFFERED
    • TABLE 93 MICRON TECHNOLOGY, INC.: PRODUCT LAUNCHES
    • 11.1.6 IBM CORPORATION
    • TABLE 94 IBM CORPORATION: COMPANY OVERVIEW
    • FIGURE 52 IBM CORPORATION: COMPANY SNAPSHOT
    • TABLE 95 IBM CORPORATION: PRODUCTS/SOLUTIONS/SERVICES OFFERED
    • TABLE 96 IBM CORPORATION: PRODUCT LAUNCHES
    • TABLE 97 IBM CORPORATION: DEALS
    • 11.1.7 META
    • TABLE 98 META: COMPANY OVERVIEW
    • FIGURE 53 META: COMPANY SNAPSHOT
    • TABLE 99 META: PRODUCTS/SOLUTIONS/SERVICES OFFERED
    • 11.1.8 DELL INC.
    • TABLE 100 DELL INC.: COMPANY OVERVIEW
    • FIGURE 54 DELL INC.: COMPANY SNAPSHOT
    • TABLE 101 DELL INC.: PRODUCTS/SOLUTIONS/SERVICES OFFERED
    • TABLE 102 DELL INC.: DEALS
    • 11.1.9 GOOGLE
    • TABLE 103 GOOGLE: COMPANY OVERVIEW
    • FIGURE 55 GOOGLE: COMPANY SNAPSHOT
    • TABLE 104 GOOGLE: PRODUCTS/SOLUTIONS/SERVICES OFFERED
    • TABLE 105 GOOGLE: PRODUCT LAUNCHES
    • TABLE 106 GOOGLE: DEALS
    • 11.1.10 HUAWEI TECHNOLOGIES CO., LTD.
    • TABLE 107 HUAWEI TECHNOLOGIES CO., LTD.: COMPANY OVERVIEW
    • TABLE 108 HUAWEI TECHNOLOGIES CO., LTD.: PRODUCTS/SOLUTIONS/SERVICES OFFERED
    • TABLE 109 HUAWEI TECHNOLOGIES CO., LTD.: DEALS
    • 11.1.11 MICROSOFT
    • TABLE 110 MICROSOFT: COMPANY OVERVIEW
    • FIGURE 56 MICROSOFT: COMPANY SNAPSHOT
    • TABLE 111 MICROSOFT: PRODUCTS/SOLUTIONS/SERVICES OFFERED
    • TABLE 112 MICROSOFT: PRODUCT LAUNCHES
    • TABLE 113 MICROSOFT: DEALS
    • 11.1.12 CEREBRAS
    • TABLE 114 CEREBRAS: COMPANY OVERVIEW
    • TABLE 115 CEREBRAS: PRODUCTS/SOLUTIONS/SERVICES OFFERED
    • TABLE 116 CEREBRAS: PRODUCT LAUNCHES
    • TABLE 117 CEREBRAS: DEALS
  • 11.2 OTHER PLAYERS
    • 11.2.1 HEWLETT PACKARD ENTERPRISE DEVELOPMENT LP
    • 11.2.2 FUJITSU
    • 11.2.3 PEZY GROUP
    • 11.2.4 TESLA
    • 11.2.5 ATOS SE
    • 11.2.6 NEC CORPORATION
    • 11.2.7 ORACLE
    • 11.2.8 AMAZON WEB SERVICES, INC.
    • 11.2.9 GROQ, INC.
    • 11.2.10 MEDIATEK INC.
    • 11.2.11 GRAPHCORE
    • 11.2.12 SAMBANOVA SYSTEMS, INC.
    • 11.2.13 KALRAY
    • 11.2.14 KNERON, INC.
    • 11.2.15 ARM LIMITED
  • *Details on Business overview, Products/Solutions/Services offered, Recent developments, Product launches, Deals, MnM view, Key strengths/Right to win, Strategic choices made, and Weaknesses/Competitive threats might not be captured in case of unlisted companies.

12 APPENDIX

  • 12.1 DISCUSSION GUIDE
  • 12.2 KNOWLEDGESTORE: MARKETSANDMARKETS' SUBSCRIPTION PORTAL
  • 12.3 CUSTOMIZATION OPTIONS
  • 12.4 RELATED REPORTS
  • 12.5 AUTHOR DETAILS