人工知能(AI)スーパーコンピュータ市場:コンポーネント別(プロセッサ/コンピュート、ストレージ、メモリ、相互接続)、展開別(クラウド、オンプレミス)、用途別(政府、学術・研究、商業)、地域別 2028年までの世界予測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 AIスーパーコンピュータ市場は、2023年の12億米ドルから、2023年から2028年にかけて年平均成長率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る。金融機関で使用されるAIスパコンの採用は増加傾... もっと見る
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サマリーAIスーパーコンピュータ市場は、2023年の12億米ドルから、2023年から2028年にかけて年平均成長率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る。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る。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る。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つ。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するのに役立つ。"AIスーパーコンピュータ市場のプロセッサ/コンピュート、予測期間中に大幅成長" 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する。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。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つ。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する。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する。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る。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ある。 "AIスーパーコンピュータ市場における商用アプリケーション市場は予測期間中に最も速い成長を目撃する。" 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する。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る。 "予測期間中、北米地域の市場規模は米国が最大を占める見込み" 米国は予測期間中、北米地域における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ている。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イニシアチブ、民間部門の投資、学術研究の組み合わせによるものである。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、イニシアチブがある。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る。IBM Corporation、NVIDIA Corporation、Intel Corporation、Googleなど複数の米国企業は、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る。 - 企業タイプ別ティア1:52%、ティア2:31%、ティア3:17 - 役職別Cレベル幹部:47%、取締役:31%、その他:22 - 地域別北米:36%、欧州:29%、アジア太平洋地域:30%、その他の地域:5 本レポートでは、AIスーパーコンピュータ市場の主要プレイヤーをそれぞれの市場ランキング分析とともに紹介しています。本レポートに掲載されている主要企業には、NVIDIA Corporation(米国)、Intel corporation(米国)、Advanced Micro Devices, Inc.(米国)、Samsung Electronics(韓国)、Micron Technology, Inc.(米国)、IBM Corporation(米国)、Meta(米国)、Google(米国)、Dell Inc.(米国)、Microsoft(米国)、Huawei Technologies Co.(中国)セレブラス(米国)。これら以外にも、Hewlett Packard Enterprise Development LP(米国)、富士通(日本)、Pezy Group(オランダ)、Tesla(米国)、Atos SE(フランス)、日本電気(日本)、Oracle(米国)、Amazon Web Services, Inc.(米国)、Groq, Inc.(米国)、MediaTek Inc.(台湾)、Graphcore(英国)、SambaNova Systems Inc.(米国)、Kalray(フランス)、Kneron Inc.(米国)、Arm Ltd.(英国)などがAIスーパーコンピュータ市場の主要企業である。 レポート対象範囲 本レポートでは、AIスーパーコンピュータ市場をコンポーネント、アプリケーション、地域に基づいて定義、説明、予測しています。AIスーパーコンピュータ市場の成長に影響を与える促進要因、阻害要因、機会、課題に関する詳細な情報を提供しています。また、製品の発売、買収、拡大、契約、提携、主要企業が市場で成長するために実施した行動などの競合動向も分析しています。 本レポートを購入する理由 本レポートは、AIスーパーコンピュータ市場全体とサブセグメントの収益の最も近い近似値に関する情報を提供し、市場のリーダー/新規参入者を支援します。本レポートは、利害関係者が競争状況を理解し、より良いビジネスの位置づけと適切な市場参入戦略を計画するためのより深い洞察を得るのに役立ちます。また、本レポートは、関係者が市場の鼓動を理解し、主要な促進要因、阻害要因、機会、および課題に関する情報を提供するのに役立ちます。 本レポートは、以下のポイントに関する洞察を提供します: - AIスーパーコンピュータ市場の主要促進要因(ヘルスケア分野でのAIスーパーコンピュータの応用拡大)、阻害要因(取得・維持コストの高さ)、機会(自律走行車の開発・展開におけるAIの貢献)、課題(開発・展開サイクルの長さ)の分析。 - 製品開発/イノベーション:AIスーパーコンピュータ市場における今後の技術、研究開発活動、新製品・サービス発表に関する詳細な洞察。 - 市場開発:有利な市場に関する包括的な情報。レポートでは、様々な地域のAIスーパーコンピュータ市場を分析しています。 - 市場の多様化:AIスーパーコンピュータ市場における新製品&サービス、未開拓地域、最新動向、投資に関する情報を網羅。 - 競合評価:AIスーパーコンピュータ市場におけるNIVIDIA Corporation(米国)、Intel Corporation(米国)、Advanced Micro Devices, Inc.(米国)、Samsung Electronics(韓国)、Micron Technology, Inc.(米国)などの主要企業の市場シェア、成長戦略、サービス、提供などを詳細に評価。 目次1 INTRODUCTION 241.1 STUDY OBJECTIVES 24 1.2 MARKET DEFINITION 24 1.2.1 INCLUSIONS AND EXCLUSIONS 25 1.3 STUDY SCOPE 25 1.3.1 MARKETS COVERED 25 FIGURE 1 AI SUPERCOMPUTER MARKET: SEGMENTATION 25 1.3.2 REGIONAL SCOPE 26 1.3.3 YEARS CONSIDERED 26 1.4 CURRENCY CONSIDERED 26 1.4.1 USD EXCHANGE RATES 27 1.5 UNITS CONSIDERED 27 1.6 LIMITATIONS 27 1.7 STAKEHOLDERS 27 1.8 IMPACT OF RECESSION 27 2 RESEARCH METHODOLOGY 28 2.1 RESEARCH APPROACH 28 FIGURE 2 AI SUPERCOMPUTER MARKET: RESEARCH DESIGN 28 2.1.1 SECONDARY AND PRIMARY RESEARCH 29 FIGURE 3 AI SUPERCOMPUTER MARKET: RESEARCH APPROACH 30 2.1.2 SECONDARY DATA 31 2.1.2.1 Key data from secondary sources 31 2.1.2.2 List of major secondary sources 31 2.1.3 PRIMARY DATA 32 2.1.3.1 Primary interviews with experts 32 2.1.3.2 Key data from primary sources 33 2.1.3.3 Key industry insights 33 2.1.3.4 List of key primary respondents 33 2.1.3.5 Breakdown of primaries 34 2.2 MARKET SIZE ESTIMATION 34 FIGURE 4 MARKET SIZE ESTIMATION METHODOLOGY: SUPPLY SIDE 34 2.2.1 BOTTOM-UP APPROACH 35 2.2.1.1 Approach to derive market size using bottom-up analysis (demand side) 35 FIGURE 5 AI SUPERCOMPUTER MARKET: BOTTOM-UP APPROACH 35 2.2.2 TOP-DOWN APPROACH 36 2.2.2.1 Approach to derive market size using top-down analysis (supply side) 36 FIGURE 6 AI SUPERCOMPUTER MARKET: TOP-DOWN APPROACH 36 2.3 MARKET BREAKDOWN AND DATA TRIANGULATION 37 FIGURE 7 DATA TRIANGULATION 37 2.4 RESEARCH ASSUMPTIONS 37 2.5 PARAMETERS CONSIDERED TO ANALYZE IMPACT OF RECESSION ON AI SUPERCOMPUTER MARKET 38 2.6 RISK ASSESSMENT 38 3 EXECUTIVE SUMMARY 39 FIGURE 8 MEMORY SEGMENT TO EXHIBIT HIGHEST CAGR DURING FORECAST PERIOD 39 FIGURE 9 GOVERNMENT SEGMENT TO SECURE LARGEST MARKET SHARE DURING FORECAST PERIOD 40 FIGURE 10 AI SUPERCOMPUTER MARKET, BY REGION, 2022 41 4 PREMIUM INSIGHTS 42 4.1 ATTRACTIVE OPPORTUNITIES FOR PLAYERS IN AI SUPERCOMPUTER MARKET 42 FIGURE 11 INCREASING APPLICATIONS OF AI SUPERCOMPUTERS IN HEALTHCARE SECTOR TO BOOST MARKET GROWTH 42 4.2 AI SUPERCOMPUTER MARKET, BY COMPONENT 43 FIGURE 12 MEMORY SEGMENT TO REGISTER HIGHEST CAGR FROM 2023 TO 2028 43 4.3 AI SUPERCOMPUTER MARKET, BY APPLICATION 43 FIGURE 13 GOVERNMENT SEGMENT TO HOLD LARGEST MARKET SHARE FROM 2023 TO 2028 43 4.4 AI SUPERCOMPUTER MARKET IN ASIA PACIFIC, BY APPLICATION AND COUNTRY 44 FIGURE 14 GOVERNMENT AND CHINA HELD LARGEST MARKET SHARES IN 2022 44 4.5 AI SUPERCOMPUTER MARKET, BY COUNTRY 44 FIGURE 15 INDIA TO EXHIBIT HIGHEST CAGR DURING FORECAST PERIOD 44 5 MARKET OVERVIEW 45 5.1 INTRODUCTION 45 5.2 MARKET DYNAMICS 45 FIGURE 16 AI SUPERCOMPUTER MARKET: DRIVERS, RESTRAINTS, OPPORTUNITIES, AND CHALLENGES 45 5.2.1 DRIVERS 46 FIGURE 17 AI SUPERCOMPUTER MARKET: IMPACT ANALYSIS OF DRIVERS 46 5.2.1.1 Increased application of AI supercomputers in healthcare industry 46 5.2.1.2 Development of complex AI models 47 5.2.1.3 High computational power of AI supercomputers 47 5.2.1.4 Usage of AI supercomputers in financial institutions 47 5.2.2 RESTRAINTS 48 FIGURE 18 AI SUPERCOMPUTER MARKET: IMPACT ANALYSIS OF RESTRAINTS 48 5.2.2.1 High acquisition and maintenance costs 48 5.2.2.2 Lack of AI hardware experts and skilled workforce 48 5.2.3 OPPORTUNITIES 49 FIGURE 19 AI SUPERCOMPUTER MARKET: IMPACT ANALYSIS OF OPPORTUNITIES 49 5.2.3.1 Contribution of AI to development and deployment of autonomous vehicles 49 5.2.3.2 Adoption of cloud-based AI services by several organizations and researchers 49 5.2.4 CHALLENGES 50 FIGURE 20 AI SUPERCOMPUTER MARKET: IMPACT ANALYSIS OF CHALLENGES 50 5.2.4.1 Long development and deployment cycles 50 5.2.4.2 Complexities associated with hardware and software integration 50 5.3 VALUE CHAIN ANALYSIS 51 FIGURE 21 AI INFRASTRUCTURE MARKET: VALUE CHAIN ANALYSIS 51 5.4 TRENDS/DISRUPTIONS IMPACTING CUSTOMERS’ BUSINESSES 52 FIGURE 22 TRENDS/DISRUPTIONS IMPACTING CUSTOMERS’ BUSINESSES 52 5.5 ECOSYSTEM MAPPING 52 FIGURE 23 AI SUPERCOMPUTER MARKET: ECOSYSTEM MAPPING 52 TABLE 1 COMPANIES AND THEIR ROLE IN AI SUPERCOMPUTER ECOSYSTEM 53 5.6 PORTER’S FIVE FORCES ANALYSIS 54 TABLE 2 AI SUPERCOMPUTER MARKET: PORTER’S FIVE FORCES ANALYSIS 54 FIGURE 24 AI SUPERCOMPUTER MARKET: PORTER’S FIVE FORCES ANALYSIS 55 5.6.1 THREAT OF NEW ENTRANTS 55 5.6.2 THREAT OF SUBSTITUTES 55 5.6.3 BARGAINING POWER OF SUPPLIERS 56 5.6.4 BARGAINING POWER OF BUYERS 56 5.6.5 INTENSITY OF COMPETITIVE RIVALRY 56 5.7 KEY STAKEHOLDERS AND BUYING CRITERIA 56 5.7.1 KEY STAKEHOLDERS IN BUYING PROCESS 56 FIGURE 25 KEY STAKEHOLDERS IN BUYING PROCESS FOR TOP THREE APPLICATIONS 56 TABLE 3 INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS FOR TOP THREE APPLICATIONS 57 5.7.2 BUYING CRITERIA 57 FIGURE 26 KEY BUYING CRITERIA FOR TOP THREE APPLICATIONS 57 TABLE 4 KEY BUYING CRITERIA FOR TOP THREE APPLICATIONS 57 5.8 CASE STUDY ANALYSIS 58 5.8.1 MEMORIAL SLOAN-KETTERING CANCER CENTER DEPLOYS IBM WATSON’S “COGNITIVE COMPUTING” TO SORT MEDICAL DATA 58 5.8.2 BRADESCO (BRAZILIAN BANK) DEPLOYS IBM’S AI-ENABLED COMPUTER SYSTEM TO UNDERSTAND WRITTEN AND SPOKEN QUESTIONS 58 5.8.3 EXOR INTERNATIONAL COLLABORATES WITH INTEL, TELECOM ITALIA (TIM), AND JMA WIRELESS TO BUILD SMART FACTORY 58 5.9 TECHNOLOGY ANALYSIS 59 5.9.1 KEY TECHNOLOGIES 59 5.9.1.1 Green computing 59 5.9.1.2 Cloud GPUs 59 5.10 TRADE ANALYSIS 60 5.10.1 IMPORT SCENARIO 60 FIGURE 27 IMPORT DATA FOR PRODUCTS UNDER HS CODE 854231, BY COUNTRY, 2018–2022 (USD MILLION) 60 TABLE 5 IMPORT DATA, BY COUNTRY, 2018–2022 (USD MILLION) 60 5.10.2 EXPORT SCENARIO 61 FIGURE 28 EXPORT DATA FOR PRODUCTS UNDER HS CODE 854231, BY COUNTRY, 2018–2022 (USD MILLION) 61 TABLE 6 EXPORT DATA, BY COUNTRY, 2018–2022 (USD MILLION) 61 5.11 TARIFF ANALYSIS 62 TABLE 7 TARIFF FOR HS CODE 854231-COMPLIANT PRODUCTS EXPORTED BY CHINA 62 TABLE 8 TARIFF FOR HS CODE 854231-COMPLIANT PRODUCTS EXPORTED BY GERMANY 62 TABLE 9 TARIFF FOR HS CODE 854231-COMPLIANT PRODUCTS EXPORTED BY FRANCE 62 5.12 PATENT ANALYSIS 63 TABLE 10 AI SUPERCOMPUTER MARKET: LIST OF PATENTS, 2020–2023 63 FIGURE 29 NUMBER OF PATENTS GRANTED PER YEAR, 2012–2022 66 TABLE 11 TOP 20 PATENT OWNERS IN US IN LAST 10 YEARS 67 FIGURE 30 TOP 10 COMPANIES WITH HIGHEST NUMBER OF PATENT APPLICATIONS IN LAST 10 YEARS 67 5.13 REGULATORY LANDSCAPE AND STANDARDS 68 5.13.1 REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 68 TABLE 12 NORTH AMERICA: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 68 TABLE 13 EUROPE: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 69 TABLE 14 ASIA PACIFIC: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 69 TABLE 15 ROW: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 70 5.13.2 STANDARDS 70 5.14 KEY CONFERENCES AND EVENTS, 2023–2024 72 TABLE 16 AI SUPERCOMPUTER MARKET: LIST OF CONFERENCES AND EVENTS 72 5.15 PRICING ANALYSIS 73 TABLE 17 AVERAGE SELLING PRICE (ASP) OF PROCESSORS/COMPUTE FOR AI SUPERCOMPUTERS OFFERED BY TWO KEY PLAYERS 73 5.15.1 AVERAGE SELLING PRICE (ASP) OF PROCESSORS/COMPUTE OFFERED BY TWO KEY PLAYERS 73 FIGURE 31 AVERAGE SELLING PRICE (ASP) OF PROCESSORS/COMPUTE OFFERED BY TWO KEY PLAYERS 73 5.15.2 AVERAGE SELLING PRICE (ASP) TREND, BY COMPONENT 74 FIGURE 32 AVERAGE SELLING PRICE (ASP) OF CPUS & GPUS 74 6 AI SUPERCOMPUTER MARKET, BY COMPONENT 75 6.1 INTRODUCTION 76 FIGURE 33 MEMORY SEGMENT TO EXHIBIT HIGHEST CAGR DURING FORECAST PERIOD 76 TABLE 18 AI SUPERCOMPUTER MARKET, BY COMPONENT, 2019–2022 (USD MILLION) 76 TABLE 19 AI SUPERCOMPUTER MARKET, BY COMPONENT, 2023–2028 (USD MILLION) 76 6.2 PROCESSORS/COMPUTE 77 TABLE 20 PROCESSORS/COMPUTE: AI SUPERCOMPUTER MARKET, BY TYPE, 2019–2022 (USD MILLION) 77 TABLE 21 PROCESSORS/COMPUTE: AI SUPERCOMPUTER MARKET, BY TYPE, 2023–2028 (USD MILLION) 77 TABLE 22 PROCESSORS/COMPUTE: AI SUPERCOMPUTER MARKET, BY REGION, 2019–2022 (USD MILLION) 78 TABLE 23 PROCESSORS/COMPUTE: AI SUPERCOMPUTER MARKET, BY REGION, 2023–2028 (USD MILLION) 78 6.2.1 CENTRAL PROCESSING UNITS (CPUS) 78 6.2.1.1 Growing demand for realistic and immersive gaming experiences to foster segmental growth 78 6.2.2 GRAPHICS PROCESSING UNITS (GPUS) 79 6.2.2.1 Ability to process multiple layers and millions of parameters in parallel to drive market 79 TABLE 24 COMPONENT: AI SUPERCOMPUTER MARKET FOR CPUS & GPUS, 2019–2022 (THOUSAND UNITS) 79 TABLE 25 COMPONENT: AI SUPERCOMPUTER MARKET FOR CPUS & GPUS, 2023–2028 (THOUSAND UNITS) 79 6.2.3 APPLICATION-SPECIFIC INTEGRATED CIRCUITS (ASICS) 80 6.2.3.1 Ability to enhance to overall performance and competitiveness of AI supercomputing systems to foster segmental growth 80 6.2.4 FIELD-PROGRAMMABLE GATE ARRAYS (FPGAS) 80 6.2.4.1 Potential to quickly test new and updated algorithms to boost demand 80 6.3 STORAGE 81 6.3.1 EFFICIENT MANAGEMENT AND HANDLING OF VAST AMOUNT OF DATA TO DRIVE MARKET 81 FIGURE 34 ASIA PACIFIC TO HOLD LARGEST SHARE OF AI SUPERCOMPUTER MARKET FOR STORAGE IN 2028 81 TABLE 26 STORAGE: AI SUPERCOMPUTER MARKET, BY REGION, 2019–2022 (USD MILLION) 82 TABLE 27 STORAGE: AI SUPERCOMPUTER MARKET, BY REGION, 2023–2028 (USD MILLION) 82 6.4 MEMORY 82 6.4.1 NEED TO OPTIMIZE DATA TRANSFER BETWEEN CPU AND GPU MEMORY TO DRIVE MARKET 82 TABLE 28 MEMORY: AI SUPERCOMPUTER MARKET, BY REGION, 2019–2022 (USD MILLION) 83 TABLE 29 MEMORY: AI SUPERCOMPUTER MARKET, BY REGION, 2023–2028 (USD MILLION) 83 6.5 INTERCONNECTS 83 6.5.1 ABILITY TO SEAMLESSLY COMMUNICATE AND SHARE DATA BETWEEN HETEROGENEOUS COMPUTING RESOURCES TO BOOST DEMAND 83 TABLE 30 INTERCONNECTS: AI SUPERCOMPUTER MARKET, BY REGION, 2019–2022 (USD MILLION) 84 TABLE 31 INTERCONNECTS: AI SUPERCOMPUTER MARKET, BY REGION, 2023–2028 (USD MILLION) 84 7 DEPLOYMENT TYPE OF AI SUPERCOMPUTERS IN ORGANIZATIONS 85 7.1 INTRODUCTION 85 7.2 CLOUD 85 7.2.1 REDUCED OPERATIONAL COSTS, EASY DEPLOYMENT, AND HIGH SCALABILITY TO DRIVE DEMAND 85 7.3 ON-PREMISES 85 7.3.1 CUSTOM DESIGN AND CONFIGURATION WITH SPECIFIC COMPUTATIONAL REQUIREMENTS OF AI WORKLOADS TO DRIVE DEMAND 85 8 AI SUPERCOMPUTER MARKET, BY APPLICATION 86 8.1 INTRODUCTION 87 FIGURE 35 COMMERCIAL APPLICATION TO EXHIBIT HIGHEST CAGR DURING FORECAST PERIOD 87 TABLE 32 APPLICATION: AI SUPERCOMPUTER MARKET, 2019–2022 (USD MILLION) 87 TABLE 33 APPLICATION: AI SUPERCOMPUTER MARKET, 2023–2028 (USD MILLION) 87 8.2 GOVERNMENT 88 8.2.1 RISING CYBERSECURITY THREATS TO DRIVE MARKET 88 TABLE 34 GOVERNMENT: AI SUPERCOMPUTER MARKET, BY REGION, 2019–2022 (USD MILLION) 89 TABLE 35 GOVERNMENT: AI SUPERCOMPUTER MARKET, BY REGION, 2023–2028 (USD MILLION) 89 8.3 ACADEMIA AND RESEARCH 89 8.3.1 GROWING NEED TO RESOLVE COMPLEX SCIENTIFIC PROBLEMS TO DRIVE MARKET 89 TABLE 36 ACADEMIA AND RESEARCH: AI SUPERCOMPUTER MARKET, BY REGION, 2019–2022 (USD MILLION) 90 TABLE 37 ACADEMIA AND RESEARCH: AI SUPERCOMPUTER MARKET, BY REGION, 2023–2028 (USD MILLION) 90 8.4 COMMERCIAL 90 FIGURE 36 NORTH AMERICA TO HOLD LARGEST MARKET SHARE OF AI SUPERCOMPUTER FOR COMMERCIAL APPLICATION FROM IN 2028 91 TABLE 38 COMMERCIAL: AI SUPERCOMPUTER MARKET, BY REGION, 2019–2022 (USD MILLION) 91 TABLE 39 COMMERCIAL: AI SUPERCOMPUTER MARKET, BY REGION, 2023–2028 (USD MILLION) 91 8.4.1 GENERATIVE AI 92 8.4.1.1 Ability to offer realistic images and videos in entertainment industry to boost demand 92 8.4.2 COMPUTER VISION 92 8.4.2.1 Semiautonomous and autonomous cars to create lucrative opportunities for market players 92 8.4.3 DRUG DISCOVERY 92 8.4.3.1 Ability to accelerate and optimize drug discovery to boost demand 92 8.4.4 OTHERS 93 9 AI SUPERCOMPUTER MARKET, BY REGION 94 9.1 INTRODUCTION 95 FIGURE 37 ASIA PACIFIC TO ACCOUNT FOR HIGHEST CAGR DURING FORECAST PERIOD 95 FIGURE 38 ASIA PACIFIC TO HOLD LARGEST MARKET SHARE IN 2028 95 TABLE 40 AI SUPERCOMPUTER MARKET, BY REGION, 2019–2022 (USD MILLION) 96 TABLE 41 AI SUPERCOMPUTER MARKET, BY REGION, 2023–2028 (USD MILLION) 96 9.2 NORTH AMERICA 96 9.2.1 IMPACT OF RECESSION ON NORTH AMERICA 97 FIGURE 39 NORTH AMERICA: AI SUPERCOMPUTER MARKET SNAPSHOT 97 TABLE 42 NORTH AMERICA: AI SUPERCOMPUTER MARKET, BY COUNTRY, 2019–2022 (USD MILLION) 98 TABLE 43 NORTH AMERICA: AI SUPERCOMPUTER MARKET, BY COUNTRY, 2023–2028 (USD MILLION) 98 TABLE 44 NORTH AMERICA: AI SUPERCOMPUTER MARKET, BY COMPONENT, 2019–2022 (USD MILLION) 98 TABLE 45 NORTH AMERICA: AI SUPERCOMPUTER MARKET, BY COMPONENT, 2023–2028 (USD MILLION) 98 TABLE 46 NORTH AMERICA: AI SUPERCOMPUTER MARKET, BY APPLICATION, 2019–2022 (USD MILLION) 99 TABLE 47 NORTH AMERICA: AI SUPERCOMPUTER MARKET, BY APPLICATION, 2023–2028 (USD MILLION) 99 9.2.2 US 99 9.2.2.1 Growing private sector investments in developing computing systems to drive market 99 9.2.3 CANADA 100 9.2.3.1 Government-led funding for research and development of AI technologies and supercomputing to boost demand 100 9.3 EUROPE 100 9.3.1 IMPACT OF RECESSION ON EUROPE 101 FIGURE 40 EUROPE: AI SUPERCOMPUTER MARKET SNAPSHOT 101 TABLE 48 EUROPE: AI SUPERCOMPUTER MARKET, BY COUNTRY, 2019–2022 (USD MILLION) 102 TABLE 49 EUROPE: AI SUPERCOMPUTER MARKET, BY COUNTRY, 2023–2028 (USD MILLION) 102 TABLE 50 EUROPE: AI SUPERCOMPUTER MARKET, BY COMPONENT, 2019–2022 (USD MILLION) 102 TABLE 51 EUROPE: AI SUPERCOMPUTER MARKET, BY COMPONENT, 2023–2028 (USD MILLION) 102 TABLE 52 EUROPE: AI SUPERCOMPUTER MARKET, BY APPLICATION, 2019–2022 (USD MILLION) 103 TABLE 53 EUROPE: AI SUPERCOMPUTER MARKET, BY APPLICATION, 2023–2028 (USD MILLION) 103 9.3.2 UK 103 9.3.2.1 Government-led initiatives for increasing adoption of AI to drive market growth 103 9.3.3 GERMANY 104 9.3.3.1 Introduction of Industry 4.0 technologies to boost market growth 104 9.3.4 FRANCE 104 9.3.4.1 Growing government funding to startups to drive market 104 9.3.5 REST OF EUROPE 105 9.4 ASIA PACIFIC 105 9.4.1 IMPACT OF RECESSION ON ASIA PACIFIC 105 FIGURE 41 ASIA PACIFIC: AI SUPERCOMPUTER MARKET SNAPSHOT 106 TABLE 54 ASIA PACIFIC: AI SUPERCOMPUTER MARKET, BY COUNTRY, 2019–2022 (USD MILLION) 106 TABLE 55 ASIA PACIFIC: AI SUPERCOMPUTER MARKET, BY COUNTRY, 2023–2028 (USD MILLION) 107 TABLE 56 ASIA PACIFIC: AI SUPERCOMPUTER MARKET, BY COMPONENT, 2019–2022 (USD MILLION) 107 TABLE 57 ASIA PACIFIC: AI SUPERCOMPUTER MARKET, BY COMPONENT, 2023–2028 (USD MILLION) 107 TABLE 58 ASIA PACIFIC: AI SUPERCOMPUTER MARKET, BY APPLICATION, 2019–2022 (USD MILLION) 107 TABLE 59 ASIA PACIFIC: AI SUPERCOMPUTER MARKET, BY APPLICATION, 2023–2028 (USD MILLION) 108 9.4.2 CHINA 108 9.4.2.1 Government-led investments in development AI technologies to drive market 108 9.4.3 JAPAN 108 9.4.3.1 Growing deployment of robots in healthcare sector to drive demand 108 9.4.4 INDIA 109 9.4.4.1 Growing investment in AI-specific supercomputers to drive market 109 9.4.5 REST OF ASIA PACIFIC 109 9.5 ROW 109 9.5.1 IMPACT OF RECESSION ON ROW 110 FIGURE 42 ROW: AI SUPERCOMPUTER MARKET SNAPSHOT 110 TABLE 60 ROW: AI SUPERCOMPUTER MARKET, BY COMPONENT, 2019–2022 (USD MILLION) 111 TABLE 61 ROW: AI SUPERCOMPUTER MARKET, BY COMPONENT, 2023–2028 (USD MILLION) 111 TABLE 62 ROW: AI SUPERCOMPUTER MARKET, BY APPLICATION, 2019–2022 (USD MILLION) 111 TABLE 63 ROW: AI SUPERCOMPUTER MARKET, BY APPLICATION, 2023–2028 (USD MILLION) 111 9.5.2 MIDDLE EAST & AFRICA 112 9.5.2.1 Increasing R&D investments in AI technology to drive market 112 9.5.3 SOUTH AMERICA 112 9.5.3.1 Increasing public–private partnerships to boost demand 112 10 COMPETITIVE LANDSCAPE 113 10.1 OVERVIEW 113 10.2 KEY STRATEGIES ADOPTED BY MAJOR PLAYERS 113 TABLE 64 AI SUPERCOMPUTER MARKET: OVERVIEW OF STRATEGIES ADOPTED BY KEY PLAYERS 113 10.3 MARKET SHARE ANALYSIS, 2022 115 FIGURE 43 AI SUPERCOMPUTER MARKET SHARE ANALYSIS, 2022 115 TABLE 65 AI SUPERCOMPUTER MARKET SHARE ANALYSIS, 2022 115 10.4 REVENUE ANALYSIS, 2020–2022 116 FIGURE 44 REVENUE ANALYSIS OF FIVE KEY PLAYERS, 2020–2022 116 10.5 COMPANY EVALUATION MATRIX, 2022 117 10.5.1 STARS 117 10.5.2 EMERGING LEADERS 117 10.5.3 PERVASIVE PLAYERS 118 10.5.4 PARTICIPANTS 118 FIGURE 45 AI SUPERCOMPUTER MARKET: COMPANY EVALUATION MATRIX, 2022 118 10.6 STARTUPS/SMALL AND MEDIUM-SIZED ENTERPRISES (SMES) EVALUATION MATRIX, 2022 119 TABLE 66 DETAILED LIST OF KEY START-UPS/SMES 119 10.6.1 PROGRESSIVE COMPANIES 120 10.6.2 RESPONSIVE COMPANIES 120 10.6.3 DYNAMIC COMPANIES 120 10.6.4 STARTING BLOCKS 120 FIGURE 46 AI SUPERCOMPUTER MARKET: START-UPS/SMES EVALUATION MATRIX, 2022 121 10.7 COMPETITIVE BENCHMARKING 121 TABLE 67 AI SUPERCOMPUTER MARKET: COMPETITIVE BENCHMARKING OF KEY START-UPS/SME 121 TABLE 68 AI SUPERCOMPUTER MARKET: DETAILED LIST OF KEY START-UPS/SMES 122 10.8 COMPANY FOOTPRINT 122 TABLE 69 COMPANY FOOTPRINT 122 TABLE 70 COMPONENT: COMPANY FOOTPRINT 123 TABLE 71 APPLICATION: COMPANY FOOTPRINT 124 TABLE 72 REGION: COMPANY FOOTPRINT 125 10.9 COMPETITIVE SCENARIOS AND TRENDS 126 10.9.1 PRODUCT LAUNCHES 126 TABLE 73 AI SUPERCOMPUTER MARKET, PRODUCT LAUNCHES, 2020–2023 126 10.9.2 DEALS 127 TABLE 74 DEALS, 2020–2023 127 11 COMPANY PROFILES 128 11.1 KEY PLAYERS 128 (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 128 TABLE 75 NVIDIA CORPORATION: COMPANY OVERVIEW 128 FIGURE 47 NVIDIA CORPORATION: COMPANY SNAPSHOT 129 TABLE 76 NVIDIA CORPORATION: PRODUCTS/SOLUTIONS/SERVICES OFFERED 129 TABLE 77 NVIDIA CORPORATION: PRODUCT LAUNCHES 130 TABLE 78 NVIDIA CORPORATION: DEALS 131 11.1.2 INTEL CORPORATION 133 TABLE 79 INTEL CORPORATION: COMPANY OVERVIEW 133 FIGURE 48 INTEL CORPORATION: COMPANY SNAPSHOT 134 TABLE 80 INTEL CORPORATION: PRODUCTS/SOLUTIONS/SERVICES OFFERED 134 TABLE 81 INTEL CORPORATION: PRODUCT LAUNCHES 135 TABLE 82 INTEL CORPORATION: DEALS 135 11.1.3 ADVANCED MICRO DEVICES, INC. 137 TABLE 83 ADVANCED MICRO DEVICES, INC.: COMPANY OVERVIEW 137 FIGURE 49 ADVANCED MICRO DEVICES, INC.: COMPANY SNAPSHOT 138 TABLE 84 ADVANCED MICRO DEVICES, INC.: PRODUCTS/SOLUTIONS/SERVICES OFFERED 138 TABLE 85 ADVANCED MICRO DEVICES, INC.: PRODUCT LAUNCHES 139 TABLE 86 ADVANCED MICRO DEVICES, INC.: DEALS 139 11.1.4 SAMSUNG ELECTRONICS 141 TABLE 87 SAMSUNG ELECTRONICS: COMPANY OVERVIEW 141 FIGURE 50 SAMSUNG ELECTRONICS: COMPANY SNAPSHOT 142 TABLE 88 SAMSUNG ELECTRONICS: PRODUCTS/SOLUTIONS/SERVICES OFFERED 142 TABLE 89 SAMSUNG ELECTRONICS: PRODUCT LAUNCHES 143 TABLE 90 SAMSUNG ELECTRONICS: DEALS 143 11.1.5 MICRON TECHNOLOGY, INC. 145 TABLE 91 MICRON TECHNOLOGY, INC.: COMPANY OVERVIEW 145 FIGURE 51 MICRON TECHNOLOGY, INC.: COMPANY SNAPSHOT 146 TABLE 92 MICRON TECHNOLOGY, INC.: PRODUCTS/SOLUTIONS/SERVICES OFFERED 146 TABLE 93 MICRON TECHNOLOGY, INC.: PRODUCT LAUNCHES 147 11.1.6 IBM CORPORATION 148 TABLE 94 IBM CORPORATION: COMPANY OVERVIEW 148 FIGURE 52 IBM CORPORATION: COMPANY SNAPSHOT 149 TABLE 95 IBM CORPORATION: PRODUCTS/SOLUTIONS/SERVICES OFFERED 149 TABLE 96 IBM CORPORATION: PRODUCT LAUNCHES 150 TABLE 97 IBM CORPORATION: DEALS 151 11.1.7 META 152 TABLE 98 META: COMPANY OVERVIEW 152 FIGURE 53 META: COMPANY SNAPSHOT 153 TABLE 99 META: PRODUCTS/SOLUTIONS/SERVICES OFFERED 153 11.1.8 DELL INC. 154 TABLE 100 DELL INC.: COMPANY OVERVIEW 154 FIGURE 54 DELL INC.: COMPANY SNAPSHOT 155 TABLE 101 DELL INC.: PRODUCTS/SOLUTIONS/SERVICES OFFERED 155 TABLE 102 DELL INC.: DEALS 156 11.1.9 GOOGLE 157 TABLE 103 GOOGLE: COMPANY OVERVIEW 157 FIGURE 55 GOOGLE: COMPANY SNAPSHOT 158 TABLE 104 GOOGLE: PRODUCTS/SOLUTIONS/SERVICES OFFERED 158 TABLE 105 GOOGLE: PRODUCT LAUNCHES 159 TABLE 106 GOOGLE: DEALS 159 11.1.10 HUAWEI TECHNOLOGIES CO., LTD. 160 TABLE 107 HUAWEI TECHNOLOGIES CO., LTD.: COMPANY OVERVIEW 160 TABLE 108 HUAWEI TECHNOLOGIES CO., LTD.: PRODUCTS/SOLUTIONS/SERVICES OFFERED 160 TABLE 109 HUAWEI TECHNOLOGIES CO., LTD.: DEALS 161 11.1.11 MICROSOFT 162 TABLE 110 MICROSOFT: COMPANY OVERVIEW 162 FIGURE 56 MICROSOFT: COMPANY SNAPSHOT 163 TABLE 111 MICROSOFT: PRODUCTS/SOLUTIONS/SERVICES OFFERED 163 TABLE 112 MICROSOFT: PRODUCT LAUNCHES 164 TABLE 113 MICROSOFT: DEALS 164 11.1.12 CEREBRAS 165 TABLE 114 CEREBRAS: COMPANY OVERVIEW 165 TABLE 115 CEREBRAS: PRODUCTS/SOLUTIONS/SERVICES OFFERED 165 TABLE 116 CEREBRAS: PRODUCT LAUNCHES 166 TABLE 117 CEREBRAS: DEALS 166 11.2 OTHER PLAYERS 167 11.2.1 HEWLETT PACKARD ENTERPRISE DEVELOPMENT LP 167 11.2.2 FUJITSU 168 11.2.3 PEZY GROUP 168 11.2.4 TESLA 169 11.2.5 ATOS SE 170 11.2.6 NEC CORPORATION 170 11.2.7 ORACLE 171 11.2.8 AMAZON WEB SERVICES, INC. 172 11.2.9 GROQ, INC. 173 11.2.10 MEDIATEK INC. 174 11.2.11 GRAPHCORE 175 11.2.12 SAMBANOVA SYSTEMS, INC. 175 11.2.13 KALRAY 176 11.2.14 KNERON, INC. 176 11.2.15 ARM LIMITED 177 *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 178 12.1 DISCUSSION GUIDE 178 12.2 KNOWLEDGESTORE: MARKETSANDMARKETS’ SUBSCRIPTION PORTAL 180 12.3 CUSTOMIZATION OPTIONS 182 12.4 RELATED REPORTS 182 12.5 AUTHOR DETAILS 183
SummaryThe 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. Table of Contents1 INTRODUCTION 241.1 STUDY OBJECTIVES 24 1.2 MARKET DEFINITION 24 1.2.1 INCLUSIONS AND EXCLUSIONS 25 1.3 STUDY SCOPE 25 1.3.1 MARKETS COVERED 25 FIGURE 1 AI SUPERCOMPUTER MARKET: SEGMENTATION 25 1.3.2 REGIONAL SCOPE 26 1.3.3 YEARS CONSIDERED 26 1.4 CURRENCY CONSIDERED 26 1.4.1 USD EXCHANGE RATES 27 1.5 UNITS CONSIDERED 27 1.6 LIMITATIONS 27 1.7 STAKEHOLDERS 27 1.8 IMPACT OF RECESSION 27 2 RESEARCH METHODOLOGY 28 2.1 RESEARCH APPROACH 28 FIGURE 2 AI SUPERCOMPUTER MARKET: RESEARCH DESIGN 28 2.1.1 SECONDARY AND PRIMARY RESEARCH 29 FIGURE 3 AI SUPERCOMPUTER MARKET: RESEARCH APPROACH 30 2.1.2 SECONDARY DATA 31 2.1.2.1 Key data from secondary sources 31 2.1.2.2 List of major secondary sources 31 2.1.3 PRIMARY DATA 32 2.1.3.1 Primary interviews with experts 32 2.1.3.2 Key data from primary sources 33 2.1.3.3 Key industry insights 33 2.1.3.4 List of key primary respondents 33 2.1.3.5 Breakdown of primaries 34 2.2 MARKET SIZE ESTIMATION 34 FIGURE 4 MARKET SIZE ESTIMATION METHODOLOGY: SUPPLY SIDE 34 2.2.1 BOTTOM-UP APPROACH 35 2.2.1.1 Approach to derive market size using bottom-up analysis (demand side) 35 FIGURE 5 AI SUPERCOMPUTER MARKET: BOTTOM-UP APPROACH 35 2.2.2 TOP-DOWN APPROACH 36 2.2.2.1 Approach to derive market size using top-down analysis (supply side) 36 FIGURE 6 AI SUPERCOMPUTER MARKET: TOP-DOWN APPROACH 36 2.3 MARKET BREAKDOWN AND DATA TRIANGULATION 37 FIGURE 7 DATA TRIANGULATION 37 2.4 RESEARCH ASSUMPTIONS 37 2.5 PARAMETERS CONSIDERED TO ANALYZE IMPACT OF RECESSION ON AI SUPERCOMPUTER MARKET 38 2.6 RISK ASSESSMENT 38 3 EXECUTIVE SUMMARY 39 FIGURE 8 MEMORY SEGMENT TO EXHIBIT HIGHEST CAGR DURING FORECAST PERIOD 39 FIGURE 9 GOVERNMENT SEGMENT TO SECURE LARGEST MARKET SHARE DURING FORECAST PERIOD 40 FIGURE 10 AI SUPERCOMPUTER MARKET, BY REGION, 2022 41 4 PREMIUM INSIGHTS 42 4.1 ATTRACTIVE OPPORTUNITIES FOR PLAYERS IN AI SUPERCOMPUTER MARKET 42 FIGURE 11 INCREASING APPLICATIONS OF AI SUPERCOMPUTERS IN HEALTHCARE SECTOR TO BOOST MARKET GROWTH 42 4.2 AI SUPERCOMPUTER MARKET, BY COMPONENT 43 FIGURE 12 MEMORY SEGMENT TO REGISTER HIGHEST CAGR FROM 2023 TO 2028 43 4.3 AI SUPERCOMPUTER MARKET, BY APPLICATION 43 FIGURE 13 GOVERNMENT SEGMENT TO HOLD LARGEST MARKET SHARE FROM 2023 TO 2028 43 4.4 AI SUPERCOMPUTER MARKET IN ASIA PACIFIC, BY APPLICATION AND COUNTRY 44 FIGURE 14 GOVERNMENT AND CHINA HELD LARGEST MARKET SHARES IN 2022 44 4.5 AI SUPERCOMPUTER MARKET, BY COUNTRY 44 FIGURE 15 INDIA TO EXHIBIT HIGHEST CAGR DURING FORECAST PERIOD 44 5 MARKET OVERVIEW 45 5.1 INTRODUCTION 45 5.2 MARKET DYNAMICS 45 FIGURE 16 AI SUPERCOMPUTER MARKET: DRIVERS, RESTRAINTS, OPPORTUNITIES, AND CHALLENGES 45 5.2.1 DRIVERS 46 FIGURE 17 AI SUPERCOMPUTER MARKET: IMPACT ANALYSIS OF DRIVERS 46 5.2.1.1 Increased application of AI supercomputers in healthcare industry 46 5.2.1.2 Development of complex AI models 47 5.2.1.3 High computational power of AI supercomputers 47 5.2.1.4 Usage of AI supercomputers in financial institutions 47 5.2.2 RESTRAINTS 48 FIGURE 18 AI SUPERCOMPUTER MARKET: IMPACT ANALYSIS OF RESTRAINTS 48 5.2.2.1 High acquisition and maintenance costs 48 5.2.2.2 Lack of AI hardware experts and skilled workforce 48 5.2.3 OPPORTUNITIES 49 FIGURE 19 AI SUPERCOMPUTER MARKET: IMPACT ANALYSIS OF OPPORTUNITIES 49 5.2.3.1 Contribution of AI to development and deployment of autonomous vehicles 49 5.2.3.2 Adoption of cloud-based AI services by several organizations and researchers 49 5.2.4 CHALLENGES 50 FIGURE 20 AI SUPERCOMPUTER MARKET: IMPACT ANALYSIS OF CHALLENGES 50 5.2.4.1 Long development and deployment cycles 50 5.2.4.2 Complexities associated with hardware and software integration 50 5.3 VALUE CHAIN ANALYSIS 51 FIGURE 21 AI INFRASTRUCTURE MARKET: VALUE CHAIN ANALYSIS 51 5.4 TRENDS/DISRUPTIONS IMPACTING CUSTOMERS’ BUSINESSES 52 FIGURE 22 TRENDS/DISRUPTIONS IMPACTING CUSTOMERS’ BUSINESSES 52 5.5 ECOSYSTEM MAPPING 52 FIGURE 23 AI SUPERCOMPUTER MARKET: ECOSYSTEM MAPPING 52 TABLE 1 COMPANIES AND THEIR ROLE IN AI SUPERCOMPUTER ECOSYSTEM 53 5.6 PORTER’S FIVE FORCES ANALYSIS 54 TABLE 2 AI SUPERCOMPUTER MARKET: PORTER’S FIVE FORCES ANALYSIS 54 FIGURE 24 AI SUPERCOMPUTER MARKET: PORTER’S FIVE FORCES ANALYSIS 55 5.6.1 THREAT OF NEW ENTRANTS 55 5.6.2 THREAT OF SUBSTITUTES 55 5.6.3 BARGAINING POWER OF SUPPLIERS 56 5.6.4 BARGAINING POWER OF BUYERS 56 5.6.5 INTENSITY OF COMPETITIVE RIVALRY 56 5.7 KEY STAKEHOLDERS AND BUYING CRITERIA 56 5.7.1 KEY STAKEHOLDERS IN BUYING PROCESS 56 FIGURE 25 KEY STAKEHOLDERS IN BUYING PROCESS FOR TOP THREE APPLICATIONS 56 TABLE 3 INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS FOR TOP THREE APPLICATIONS 57 5.7.2 BUYING CRITERIA 57 FIGURE 26 KEY BUYING CRITERIA FOR TOP THREE APPLICATIONS 57 TABLE 4 KEY BUYING CRITERIA FOR TOP THREE APPLICATIONS 57 5.8 CASE STUDY ANALYSIS 58 5.8.1 MEMORIAL SLOAN-KETTERING CANCER CENTER DEPLOYS IBM WATSON’S “COGNITIVE COMPUTING” TO SORT MEDICAL DATA 58 5.8.2 BRADESCO (BRAZILIAN BANK) DEPLOYS IBM’S AI-ENABLED COMPUTER SYSTEM TO UNDERSTAND WRITTEN AND SPOKEN QUESTIONS 58 5.8.3 EXOR INTERNATIONAL COLLABORATES WITH INTEL, TELECOM ITALIA (TIM), AND JMA WIRELESS TO BUILD SMART FACTORY 58 5.9 TECHNOLOGY ANALYSIS 59 5.9.1 KEY TECHNOLOGIES 59 5.9.1.1 Green computing 59 5.9.1.2 Cloud GPUs 59 5.10 TRADE ANALYSIS 60 5.10.1 IMPORT SCENARIO 60 FIGURE 27 IMPORT DATA FOR PRODUCTS UNDER HS CODE 854231, BY COUNTRY, 2018–2022 (USD MILLION) 60 TABLE 5 IMPORT DATA, BY COUNTRY, 2018–2022 (USD MILLION) 60 5.10.2 EXPORT SCENARIO 61 FIGURE 28 EXPORT DATA FOR PRODUCTS UNDER HS CODE 854231, BY COUNTRY, 2018–2022 (USD MILLION) 61 TABLE 6 EXPORT DATA, BY COUNTRY, 2018–2022 (USD MILLION) 61 5.11 TARIFF ANALYSIS 62 TABLE 7 TARIFF FOR HS CODE 854231-COMPLIANT PRODUCTS EXPORTED BY CHINA 62 TABLE 8 TARIFF FOR HS CODE 854231-COMPLIANT PRODUCTS EXPORTED BY GERMANY 62 TABLE 9 TARIFF FOR HS CODE 854231-COMPLIANT PRODUCTS EXPORTED BY FRANCE 62 5.12 PATENT ANALYSIS 63 TABLE 10 AI SUPERCOMPUTER MARKET: LIST OF PATENTS, 2020–2023 63 FIGURE 29 NUMBER OF PATENTS GRANTED PER YEAR, 2012–2022 66 TABLE 11 TOP 20 PATENT OWNERS IN US IN LAST 10 YEARS 67 FIGURE 30 TOP 10 COMPANIES WITH HIGHEST NUMBER OF PATENT APPLICATIONS IN LAST 10 YEARS 67 5.13 REGULATORY LANDSCAPE AND STANDARDS 68 5.13.1 REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 68 TABLE 12 NORTH AMERICA: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 68 TABLE 13 EUROPE: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 69 TABLE 14 ASIA PACIFIC: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 69 TABLE 15 ROW: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 70 5.13.2 STANDARDS 70 5.14 KEY CONFERENCES AND EVENTS, 2023–2024 72 TABLE 16 AI SUPERCOMPUTER MARKET: LIST OF CONFERENCES AND EVENTS 72 5.15 PRICING ANALYSIS 73 TABLE 17 AVERAGE SELLING PRICE (ASP) OF PROCESSORS/COMPUTE FOR AI SUPERCOMPUTERS OFFERED BY TWO KEY PLAYERS 73 5.15.1 AVERAGE SELLING PRICE (ASP) OF PROCESSORS/COMPUTE OFFERED BY TWO KEY PLAYERS 73 FIGURE 31 AVERAGE SELLING PRICE (ASP) OF PROCESSORS/COMPUTE OFFERED BY TWO KEY PLAYERS 73 5.15.2 AVERAGE SELLING PRICE (ASP) TREND, BY COMPONENT 74 FIGURE 32 AVERAGE SELLING PRICE (ASP) OF CPUS & GPUS 74 6 AI SUPERCOMPUTER MARKET, BY COMPONENT 75 6.1 INTRODUCTION 76 FIGURE 33 MEMORY SEGMENT TO EXHIBIT HIGHEST CAGR DURING FORECAST PERIOD 76 TABLE 18 AI SUPERCOMPUTER MARKET, BY COMPONENT, 2019–2022 (USD MILLION) 76 TABLE 19 AI SUPERCOMPUTER MARKET, BY COMPONENT, 2023–2028 (USD MILLION) 76 6.2 PROCESSORS/COMPUTE 77 TABLE 20 PROCESSORS/COMPUTE: AI SUPERCOMPUTER MARKET, BY TYPE, 2019–2022 (USD MILLION) 77 TABLE 21 PROCESSORS/COMPUTE: AI SUPERCOMPUTER MARKET, BY TYPE, 2023–2028 (USD MILLION) 77 TABLE 22 PROCESSORS/COMPUTE: AI SUPERCOMPUTER MARKET, BY REGION, 2019–2022 (USD MILLION) 78 TABLE 23 PROCESSORS/COMPUTE: AI SUPERCOMPUTER MARKET, BY REGION, 2023–2028 (USD MILLION) 78 6.2.1 CENTRAL PROCESSING UNITS (CPUS) 78 6.2.1.1 Growing demand for realistic and immersive gaming experiences to foster segmental growth 78 6.2.2 GRAPHICS PROCESSING UNITS (GPUS) 79 6.2.2.1 Ability to process multiple layers and millions of parameters in parallel to drive market 79 TABLE 24 COMPONENT: AI SUPERCOMPUTER MARKET FOR CPUS & GPUS, 2019–2022 (THOUSAND UNITS) 79 TABLE 25 COMPONENT: AI SUPERCOMPUTER MARKET FOR CPUS & GPUS, 2023–2028 (THOUSAND UNITS) 79 6.2.3 APPLICATION-SPECIFIC INTEGRATED CIRCUITS (ASICS) 80 6.2.3.1 Ability to enhance to overall performance and competitiveness of AI supercomputing systems to foster segmental growth 80 6.2.4 FIELD-PROGRAMMABLE GATE ARRAYS (FPGAS) 80 6.2.4.1 Potential to quickly test new and updated algorithms to boost demand 80 6.3 STORAGE 81 6.3.1 EFFICIENT MANAGEMENT AND HANDLING OF VAST AMOUNT OF DATA TO DRIVE MARKET 81 FIGURE 34 ASIA PACIFIC TO HOLD LARGEST SHARE OF AI SUPERCOMPUTER MARKET FOR STORAGE IN 2028 81 TABLE 26 STORAGE: AI SUPERCOMPUTER MARKET, BY REGION, 2019–2022 (USD MILLION) 82 TABLE 27 STORAGE: AI SUPERCOMPUTER MARKET, BY REGION, 2023–2028 (USD MILLION) 82 6.4 MEMORY 82 6.4.1 NEED TO OPTIMIZE DATA TRANSFER BETWEEN CPU AND GPU MEMORY TO DRIVE MARKET 82 TABLE 28 MEMORY: AI SUPERCOMPUTER MARKET, BY REGION, 2019–2022 (USD MILLION) 83 TABLE 29 MEMORY: AI SUPERCOMPUTER MARKET, BY REGION, 2023–2028 (USD MILLION) 83 6.5 INTERCONNECTS 83 6.5.1 ABILITY TO SEAMLESSLY COMMUNICATE AND SHARE DATA BETWEEN HETEROGENEOUS COMPUTING RESOURCES TO BOOST DEMAND 83 TABLE 30 INTERCONNECTS: AI SUPERCOMPUTER MARKET, BY REGION, 2019–2022 (USD MILLION) 84 TABLE 31 INTERCONNECTS: AI SUPERCOMPUTER MARKET, BY REGION, 2023–2028 (USD MILLION) 84 7 DEPLOYMENT TYPE OF AI SUPERCOMPUTERS IN ORGANIZATIONS 85 7.1 INTRODUCTION 85 7.2 CLOUD 85 7.2.1 REDUCED OPERATIONAL COSTS, EASY DEPLOYMENT, AND HIGH SCALABILITY TO DRIVE DEMAND 85 7.3 ON-PREMISES 85 7.3.1 CUSTOM DESIGN AND CONFIGURATION WITH SPECIFIC COMPUTATIONAL REQUIREMENTS OF AI WORKLOADS TO DRIVE DEMAND 85 8 AI SUPERCOMPUTER MARKET, BY APPLICATION 86 8.1 INTRODUCTION 87 FIGURE 35 COMMERCIAL APPLICATION TO EXHIBIT HIGHEST CAGR DURING FORECAST PERIOD 87 TABLE 32 APPLICATION: AI SUPERCOMPUTER MARKET, 2019–2022 (USD MILLION) 87 TABLE 33 APPLICATION: AI SUPERCOMPUTER MARKET, 2023–2028 (USD MILLION) 87 8.2 GOVERNMENT 88 8.2.1 RISING CYBERSECURITY THREATS TO DRIVE MARKET 88 TABLE 34 GOVERNMENT: AI SUPERCOMPUTER MARKET, BY REGION, 2019–2022 (USD MILLION) 89 TABLE 35 GOVERNMENT: AI SUPERCOMPUTER MARKET, BY REGION, 2023–2028 (USD MILLION) 89 8.3 ACADEMIA AND RESEARCH 89 8.3.1 GROWING NEED TO RESOLVE COMPLEX SCIENTIFIC PROBLEMS TO DRIVE MARKET 89 TABLE 36 ACADEMIA AND RESEARCH: AI SUPERCOMPUTER MARKET, BY REGION, 2019–2022 (USD MILLION) 90 TABLE 37 ACADEMIA AND RESEARCH: AI SUPERCOMPUTER MARKET, BY REGION, 2023–2028 (USD MILLION) 90 8.4 COMMERCIAL 90 FIGURE 36 NORTH AMERICA TO HOLD LARGEST MARKET SHARE OF AI SUPERCOMPUTER FOR COMMERCIAL APPLICATION FROM IN 2028 91 TABLE 38 COMMERCIAL: AI SUPERCOMPUTER MARKET, BY REGION, 2019–2022 (USD MILLION) 91 TABLE 39 COMMERCIAL: AI SUPERCOMPUTER MARKET, BY REGION, 2023–2028 (USD MILLION) 91 8.4.1 GENERATIVE AI 92 8.4.1.1 Ability to offer realistic images and videos in entertainment industry to boost demand 92 8.4.2 COMPUTER VISION 92 8.4.2.1 Semiautonomous and autonomous cars to create lucrative opportunities for market players 92 8.4.3 DRUG DISCOVERY 92 8.4.3.1 Ability to accelerate and optimize drug discovery to boost demand 92 8.4.4 OTHERS 93 9 AI SUPERCOMPUTER MARKET, BY REGION 94 9.1 INTRODUCTION 95 FIGURE 37 ASIA PACIFIC TO ACCOUNT FOR HIGHEST CAGR DURING FORECAST PERIOD 95 FIGURE 38 ASIA PACIFIC TO HOLD LARGEST MARKET SHARE IN 2028 95 TABLE 40 AI SUPERCOMPUTER MARKET, BY REGION, 2019–2022 (USD MILLION) 96 TABLE 41 AI SUPERCOMPUTER MARKET, BY REGION, 2023–2028 (USD MILLION) 96 9.2 NORTH AMERICA 96 9.2.1 IMPACT OF RECESSION ON NORTH AMERICA 97 FIGURE 39 NORTH AMERICA: AI SUPERCOMPUTER MARKET SNAPSHOT 97 TABLE 42 NORTH AMERICA: AI SUPERCOMPUTER MARKET, BY COUNTRY, 2019–2022 (USD MILLION) 98 TABLE 43 NORTH AMERICA: AI SUPERCOMPUTER MARKET, BY COUNTRY, 2023–2028 (USD MILLION) 98 TABLE 44 NORTH AMERICA: AI SUPERCOMPUTER MARKET, BY COMPONENT, 2019–2022 (USD MILLION) 98 TABLE 45 NORTH AMERICA: AI SUPERCOMPUTER MARKET, BY COMPONENT, 2023–2028 (USD MILLION) 98 TABLE 46 NORTH AMERICA: AI SUPERCOMPUTER MARKET, BY APPLICATION, 2019–2022 (USD MILLION) 99 TABLE 47 NORTH AMERICA: AI SUPERCOMPUTER MARKET, BY APPLICATION, 2023–2028 (USD MILLION) 99 9.2.2 US 99 9.2.2.1 Growing private sector investments in developing computing systems to drive market 99 9.2.3 CANADA 100 9.2.3.1 Government-led funding for research and development of AI technologies and supercomputing to boost demand 100 9.3 EUROPE 100 9.3.1 IMPACT OF RECESSION ON EUROPE 101 FIGURE 40 EUROPE: AI SUPERCOMPUTER MARKET SNAPSHOT 101 TABLE 48 EUROPE: AI SUPERCOMPUTER MARKET, BY COUNTRY, 2019–2022 (USD MILLION) 102 TABLE 49 EUROPE: AI SUPERCOMPUTER MARKET, BY COUNTRY, 2023–2028 (USD MILLION) 102 TABLE 50 EUROPE: AI SUPERCOMPUTER MARKET, BY COMPONENT, 2019–2022 (USD MILLION) 102 TABLE 51 EUROPE: AI SUPERCOMPUTER MARKET, BY COMPONENT, 2023–2028 (USD MILLION) 102 TABLE 52 EUROPE: AI SUPERCOMPUTER MARKET, BY APPLICATION, 2019–2022 (USD MILLION) 103 TABLE 53 EUROPE: AI SUPERCOMPUTER MARKET, BY APPLICATION, 2023–2028 (USD MILLION) 103 9.3.2 UK 103 9.3.2.1 Government-led initiatives for increasing adoption of AI to drive market growth 103 9.3.3 GERMANY 104 9.3.3.1 Introduction of Industry 4.0 technologies to boost market growth 104 9.3.4 FRANCE 104 9.3.4.1 Growing government funding to startups to drive market 104 9.3.5 REST OF EUROPE 105 9.4 ASIA PACIFIC 105 9.4.1 IMPACT OF RECESSION ON ASIA PACIFIC 105 FIGURE 41 ASIA PACIFIC: AI SUPERCOMPUTER MARKET SNAPSHOT 106 TABLE 54 ASIA PACIFIC: AI SUPERCOMPUTER MARKET, BY COUNTRY, 2019–2022 (USD MILLION) 106 TABLE 55 ASIA PACIFIC: AI SUPERCOMPUTER MARKET, BY COUNTRY, 2023–2028 (USD MILLION) 107 TABLE 56 ASIA PACIFIC: AI SUPERCOMPUTER MARKET, BY COMPONENT, 2019–2022 (USD MILLION) 107 TABLE 57 ASIA PACIFIC: AI SUPERCOMPUTER MARKET, BY COMPONENT, 2023–2028 (USD MILLION) 107 TABLE 58 ASIA PACIFIC: AI SUPERCOMPUTER MARKET, BY APPLICATION, 2019–2022 (USD MILLION) 107 TABLE 59 ASIA PACIFIC: AI SUPERCOMPUTER MARKET, BY APPLICATION, 2023–2028 (USD MILLION) 108 9.4.2 CHINA 108 9.4.2.1 Government-led investments in development AI technologies to drive market 108 9.4.3 JAPAN 108 9.4.3.1 Growing deployment of robots in healthcare sector to drive demand 108 9.4.4 INDIA 109 9.4.4.1 Growing investment in AI-specific supercomputers to drive market 109 9.4.5 REST OF ASIA PACIFIC 109 9.5 ROW 109 9.5.1 IMPACT OF RECESSION ON ROW 110 FIGURE 42 ROW: AI SUPERCOMPUTER MARKET SNAPSHOT 110 TABLE 60 ROW: AI SUPERCOMPUTER MARKET, BY COMPONENT, 2019–2022 (USD MILLION) 111 TABLE 61 ROW: AI SUPERCOMPUTER MARKET, BY COMPONENT, 2023–2028 (USD MILLION) 111 TABLE 62 ROW: AI SUPERCOMPUTER MARKET, BY APPLICATION, 2019–2022 (USD MILLION) 111 TABLE 63 ROW: AI SUPERCOMPUTER MARKET, BY APPLICATION, 2023–2028 (USD MILLION) 111 9.5.2 MIDDLE EAST & AFRICA 112 9.5.2.1 Increasing R&D investments in AI technology to drive market 112 9.5.3 SOUTH AMERICA 112 9.5.3.1 Increasing public–private partnerships to boost demand 112 10 COMPETITIVE LANDSCAPE 113 10.1 OVERVIEW 113 10.2 KEY STRATEGIES ADOPTED BY MAJOR PLAYERS 113 TABLE 64 AI SUPERCOMPUTER MARKET: OVERVIEW OF STRATEGIES ADOPTED BY KEY PLAYERS 113 10.3 MARKET SHARE ANALYSIS, 2022 115 FIGURE 43 AI SUPERCOMPUTER MARKET SHARE ANALYSIS, 2022 115 TABLE 65 AI SUPERCOMPUTER MARKET SHARE ANALYSIS, 2022 115 10.4 REVENUE ANALYSIS, 2020–2022 116 FIGURE 44 REVENUE ANALYSIS OF FIVE KEY PLAYERS, 2020–2022 116 10.5 COMPANY EVALUATION MATRIX, 2022 117 10.5.1 STARS 117 10.5.2 EMERGING LEADERS 117 10.5.3 PERVASIVE PLAYERS 118 10.5.4 PARTICIPANTS 118 FIGURE 45 AI SUPERCOMPUTER MARKET: COMPANY EVALUATION MATRIX, 2022 118 10.6 STARTUPS/SMALL AND MEDIUM-SIZED ENTERPRISES (SMES) EVALUATION MATRIX, 2022 119 TABLE 66 DETAILED LIST OF KEY START-UPS/SMES 119 10.6.1 PROGRESSIVE COMPANIES 120 10.6.2 RESPONSIVE COMPANIES 120 10.6.3 DYNAMIC COMPANIES 120 10.6.4 STARTING BLOCKS 120 FIGURE 46 AI SUPERCOMPUTER MARKET: START-UPS/SMES EVALUATION MATRIX, 2022 121 10.7 COMPETITIVE BENCHMARKING 121 TABLE 67 AI SUPERCOMPUTER MARKET: COMPETITIVE BENCHMARKING OF KEY START-UPS/SME 121 TABLE 68 AI SUPERCOMPUTER MARKET: DETAILED LIST OF KEY START-UPS/SMES 122 10.8 COMPANY FOOTPRINT 122 TABLE 69 COMPANY FOOTPRINT 122 TABLE 70 COMPONENT: COMPANY FOOTPRINT 123 TABLE 71 APPLICATION: COMPANY FOOTPRINT 124 TABLE 72 REGION: COMPANY FOOTPRINT 125 10.9 COMPETITIVE SCENARIOS AND TRENDS 126 10.9.1 PRODUCT LAUNCHES 126 TABLE 73 AI SUPERCOMPUTER MARKET, PRODUCT LAUNCHES, 2020–2023 126 10.9.2 DEALS 127 TABLE 74 DEALS, 2020–2023 127 11 COMPANY PROFILES 128 11.1 KEY PLAYERS 128 (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 128 TABLE 75 NVIDIA CORPORATION: COMPANY OVERVIEW 128 FIGURE 47 NVIDIA CORPORATION: COMPANY SNAPSHOT 129 TABLE 76 NVIDIA CORPORATION: PRODUCTS/SOLUTIONS/SERVICES OFFERED 129 TABLE 77 NVIDIA CORPORATION: PRODUCT LAUNCHES 130 TABLE 78 NVIDIA CORPORATION: DEALS 131 11.1.2 INTEL CORPORATION 133 TABLE 79 INTEL CORPORATION: COMPANY OVERVIEW 133 FIGURE 48 INTEL CORPORATION: COMPANY SNAPSHOT 134 TABLE 80 INTEL CORPORATION: PRODUCTS/SOLUTIONS/SERVICES OFFERED 134 TABLE 81 INTEL CORPORATION: PRODUCT LAUNCHES 135 TABLE 82 INTEL CORPORATION: DEALS 135 11.1.3 ADVANCED MICRO DEVICES, INC. 137 TABLE 83 ADVANCED MICRO DEVICES, INC.: COMPANY OVERVIEW 137 FIGURE 49 ADVANCED MICRO DEVICES, INC.: COMPANY SNAPSHOT 138 TABLE 84 ADVANCED MICRO DEVICES, INC.: PRODUCTS/SOLUTIONS/SERVICES OFFERED 138 TABLE 85 ADVANCED MICRO DEVICES, INC.: PRODUCT LAUNCHES 139 TABLE 86 ADVANCED MICRO DEVICES, INC.: DEALS 139 11.1.4 SAMSUNG ELECTRONICS 141 TABLE 87 SAMSUNG ELECTRONICS: COMPANY OVERVIEW 141 FIGURE 50 SAMSUNG ELECTRONICS: COMPANY SNAPSHOT 142 TABLE 88 SAMSUNG ELECTRONICS: PRODUCTS/SOLUTIONS/SERVICES OFFERED 142 TABLE 89 SAMSUNG ELECTRONICS: PRODUCT LAUNCHES 143 TABLE 90 SAMSUNG ELECTRONICS: DEALS 143 11.1.5 MICRON TECHNOLOGY, INC. 145 TABLE 91 MICRON TECHNOLOGY, INC.: COMPANY OVERVIEW 145 FIGURE 51 MICRON TECHNOLOGY, INC.: COMPANY SNAPSHOT 146 TABLE 92 MICRON TECHNOLOGY, INC.: PRODUCTS/SOLUTIONS/SERVICES OFFERED 146 TABLE 93 MICRON TECHNOLOGY, INC.: PRODUCT LAUNCHES 147 11.1.6 IBM CORPORATION 148 TABLE 94 IBM CORPORATION: COMPANY OVERVIEW 148 FIGURE 52 IBM CORPORATION: COMPANY SNAPSHOT 149 TABLE 95 IBM CORPORATION: PRODUCTS/SOLUTIONS/SERVICES OFFERED 149 TABLE 96 IBM CORPORATION: PRODUCT LAUNCHES 150 TABLE 97 IBM CORPORATION: DEALS 151 11.1.7 META 152 TABLE 98 META: COMPANY OVERVIEW 152 FIGURE 53 META: COMPANY SNAPSHOT 153 TABLE 99 META: PRODUCTS/SOLUTIONS/SERVICES OFFERED 153 11.1.8 DELL INC. 154 TABLE 100 DELL INC.: COMPANY OVERVIEW 154 FIGURE 54 DELL INC.: COMPANY SNAPSHOT 155 TABLE 101 DELL INC.: PRODUCTS/SOLUTIONS/SERVICES OFFERED 155 TABLE 102 DELL INC.: DEALS 156 11.1.9 GOOGLE 157 TABLE 103 GOOGLE: COMPANY OVERVIEW 157 FIGURE 55 GOOGLE: COMPANY SNAPSHOT 158 TABLE 104 GOOGLE: PRODUCTS/SOLUTIONS/SERVICES OFFERED 158 TABLE 105 GOOGLE: PRODUCT LAUNCHES 159 TABLE 106 GOOGLE: DEALS 159 11.1.10 HUAWEI TECHNOLOGIES CO., LTD. 160 TABLE 107 HUAWEI TECHNOLOGIES CO., LTD.: COMPANY OVERVIEW 160 TABLE 108 HUAWEI TECHNOLOGIES CO., LTD.: PRODUCTS/SOLUTIONS/SERVICES OFFERED 160 TABLE 109 HUAWEI TECHNOLOGIES CO., LTD.: DEALS 161 11.1.11 MICROSOFT 162 TABLE 110 MICROSOFT: COMPANY OVERVIEW 162 FIGURE 56 MICROSOFT: COMPANY SNAPSHOT 163 TABLE 111 MICROSOFT: PRODUCTS/SOLUTIONS/SERVICES OFFERED 163 TABLE 112 MICROSOFT: PRODUCT LAUNCHES 164 TABLE 113 MICROSOFT: DEALS 164 11.1.12 CEREBRAS 165 TABLE 114 CEREBRAS: COMPANY OVERVIEW 165 TABLE 115 CEREBRAS: PRODUCTS/SOLUTIONS/SERVICES OFFERED 165 TABLE 116 CEREBRAS: PRODUCT LAUNCHES 166 TABLE 117 CEREBRAS: DEALS 166 11.2 OTHER PLAYERS 167 11.2.1 HEWLETT PACKARD ENTERPRISE DEVELOPMENT LP 167 11.2.2 FUJITSU 168 11.2.3 PEZY GROUP 168 11.2.4 TESLA 169 11.2.5 ATOS SE 170 11.2.6 NEC CORPORATION 170 11.2.7 ORACLE 171 11.2.8 AMAZON WEB SERVICES, INC. 172 11.2.9 GROQ, INC. 173 11.2.10 MEDIATEK INC. 174 11.2.11 GRAPHCORE 175 11.2.12 SAMBANOVA SYSTEMS, INC. 175 11.2.13 KALRAY 176 11.2.14 KNERON, INC. 176 11.2.15 ARM LIMITED 177 *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 178 12.1 DISCUSSION GUIDE 178 12.2 KNOWLEDGESTORE: MARKETSANDMARKETS’ SUBSCRIPTION PORTAL 180 12.3 CUSTOMIZATION OPTIONS 182 12.4 RELATED REPORTS 182 12.5 AUTHOR DETAILS 183
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