- 
                                
EXECUTIVE SUMMARY 12
                                
                      
                                  
                                      - 
                                        MARKET ATTRACTIVENESS ANALYSIS 15
                                      
 
                                  
                               
                              - 
                                
MARKET INTRODUCTION 16
                                
                      
                                  
                                      - 
                                        DEFINITION 16
                                      
 
                                      - 
                                        SCOPE OF THE STUDY 16
                                      
 
                                      - 
                                        RESEARCH OBJECTIVE 16
                                      
 
                                      - 
                                        MARKET STRUCTURE 17
                                      
 
                                  
                               
                              - 
                                
RESEARCH METHODOLOGY 18
                                
                      
                               
                              - 
                                
MARKET DYNAMICS 25
                                
                      
                                  
                                      - 
                                        OVERVIEW 25
                                      
 
                                      - 
                                        DRIVERS 26
                                          
                                              - GROWTH IN THE UTILIZATION OF ARTIFICIAL INTELLIGENCE (AI) 26
 
                                              - GROWING ADOPTION OF EDGE AI DUE TO VARIOUS ADVANTAGE OFFERED BY EDGE AI 27
 
                                          
                                       
                                      - 
                                        RESTRAINTS 29
                                          
                                              - LIMITED COMPUTATIONAL POWER AND MEMORY IN EDGE DEVICES 29
 
                                              - COMPLEXITY IN INTEGRATING DIVERSE EDGE AI HARDWARE COMPONENTS 29
 
                                          
                                       
                                      - 
                                        OPPORTUNITIES 30
                                          
                                              - AVAILABILITY OF CHEAP AI HARDWARE AND COST-EFFECTIVE CONNECTIVITY 30
 
                                              - 5G AND 6G NETWORKS INTEGRATION 31
 
                                          
                                       
                                      - 
                                        CHALLENGES: 31
                                      
 
                                      - 
                                        IMPACT ANALYSIS OF COVID-19 33
                                          
                                              - IMPACT ON SEMICONDUCTOR MANUFACTURERS 33
 
                                              - IMPACT ON COMPONENT MANUFACTURERS 34
 
                                              - IMPACT ON DEVICE MANUFACTURERS 34
 
                                              - IMPACT ON SUPPLY CHAIN DELAY 34
 
                                          
                                       
                                  
                               
                              - 
                                
MARKET FACTOR ANALYSIS 35
                                
                      
                                  
                                      - 
                                        SUPPLY CHAIN ANALYSIS 35
                                          
                                              - RAW MATERIAL SUPPLIERS: 35
 
                                              - COMPONENT MANUFACTURING: 36
 
                                              - ORIGINAL EQUIPMENT MANUFACTURERS (OEMS): 36
 
                                              - SOFTWARE PROVIDERS: 36
 
                                              - END USERS: 36
 
                                          
                                       
                                      - 
                                         
                                      
 
                                      - 
                                        PORTER''S FIVE FORCES MODEL 37
                                          
                                              - THREAT OF NEW ENTRANTS 37
 
                                              - BARGAINING POWER OF SUPPLIERS 38
 
                                              - THREAT OF SUBSTITUTES 38
 
                                              - BARGAINING POWER OF BUYERS 38
 
                                              - INTENSITY OF RIVALRY 38
 
                                          
                                       
                                      - 
                                        SWOT ANALYSIS OF E- HOUSE MARKET 39
                                      
 
                                      - 
                                        PESTAL ANALYSIS OF E- HOUSE MARKET 39
                                      
 
                                      - 
                                        CASE STUDIES DEMONSTRATING IMPLEMAENTATION OF EDGE AI IN VARIOUS FIELDS 41
                                      
 
                                  
                               
                              - 
                                
GLOBAL EDGE AI HARDWARE MARKET, BY COMPONENT 43
                                
                      
                                  
                                      - 
                                        OVERVIEW 43
                                      
 
                                      - 
                                        CPU 43
                                      
 
                                      - 
                                        GPU 43
                                      
 
                                      - 
                                        ASIC 43
                                      
 
                                      - 
                                        FGPA 44
                                      
 
                                  
                               
                              - 
                                
GLOBAL EDGE AI HARDWARE MARKET, BY DEVICE 45
                                
                      
                                  
                                      - 
                                        OVERVIEW 45
                                      
 
                                      - 
                                        SMARTPHONE 45
                                      
 
                                      - 
                                        CAMERA 45
                                      
 
                                      - 
                                        ROBOT 46
                                      
 
                                      - 
                                        AUTOMOBILE 46
                                      
 
                                      - 
                                        SMART SPEAKER 46
                                      
 
                                      - 
                                        WEARABLES 46
                                      
 
                                      - 
                                        SMART MIRROR 47
                                      
 
                                      - 
                                        OTHERS 47
                                      
 
                                  
                               
                              - 
                                
GLOBAL EDGE AI HARDWARE MARKET, BY POWER CONSUMPTION 48
                                
                      
                                  
                                      - 
                                        OVERVIEW 48
                                      
 
                                      - 
                                        0-5W 48
                                      
 
                                      - 
                                        6-10W 48
                                      
 
                                      - 
                                        MORE THAN 10W 48
                                      
 
                                  
                               
                              - 
                                
GLOBAL EDGE AI HARDWARE MARKET, BY PROCESS 49
                                
                      
                                  
                                      - 
                                        OVERVIEW 49
                                      
 
                                      - 
                                        TRAINING 49
                                      
 
                                      - 
                                        INFERENCE 49
                                      
 
                                      - 
                                         
                                      
 
                                  
                               
                              - 
                                
GLOBAL EDGE AI HARDWARE MARKET, BY VERTICAL 50
                                
                      
                                  
                                      - 
                                        OVERVIEW 50
                                      
 
                                      - 
                                        CONSUMER ELECTRONICS 50
                                      
 
                                      - 
                                        SMART HOME 50
                                      
 
                                      - 
                                        AUTOMOTIVE & TRANSPORTATION 50
                                      
 
                                      - 
                                        HEALTHCARE 51
                                      
 
                                      - 
                                        AEROSPACE & DEFENSE 51
                                      
 
                                      - 
                                        GOVERNMENT 51
                                      
 
                                      - 
                                        CONSTRUCTION 52
                                      
 
                                      - 
                                        OTHERS 52
                                      
 
                                  
                               
                              - 
                                
GLOBAL EDGE AI HARDWARE MARKET, BY REGION 53
                                
                      
                                  
                                      - 
                                        OVERVIEW 53
                                      
 
                                      - 
                                        NORTH AMERICA 53
                                      
 
                                      - 
                                        EUROPE 53
                                      
 
                                      - 
                                        ASIA-PACIFIC 54
                                      
 
                                      - 
                                        REST OF THE WORLD 54
                                      
 
                                  
                               
                              - 
                                
COMPETITVE LANDSCAPE 55
                                
                      
                                  
                                      - 
                                        COMPETITIVE BENCHMARKING 56
                                      
 
                                      - 
                                        VENDOR SHARE ANALYSIS 57
                                      
 
                                      - 
                                        RECENT DEVELOPMENTS 58
                                          
                                              - PRODUCT DEVELOPMENT 58
 
                                          
                                       
                                  
                               
                              - 
                                
COMPANY PROFILE 61
                                
                      
                                  
                                      - 
                                        INTEL CORPORATION 61
                                          
                                              - COMPANY OVERVIEW 61
 
                                              - FINANCIAL OVERVIEW 62
 
                                              - PRODUCTS/SOLUTIONS/SERVICES OFFERED 62
 
                                              - KEY DEVELOPMENTS 63
 
                                              - SWOT ANALYSIS 64
 
                                              - KEY STRATEGIES 64
 
                                          
                                       
                                      - 
                                        ARM LIMITED 65
                                          
                                              - COMPANY OVERVIEW 65
 
                                              - FINANCIAL OVERVIEW 66
 
                                              - PRODUCTS/SOLUTIONS/SERVICES OFFERED 66
 
                                              - KEY DEVELOPMENTS 67
 
                                              - SWOT ANALYSIS 68
 
                                              - KEY STRATEGIES 68
 
                                          
                                       
                                      - 
                                         
                                      
 
                                      - 
                                        HUAWEI TECHNOLOGIES CO. LTD. 69
                                          
                                              - COMPANY OVERVIEW 69
 
                                              - FINANCIAL OVERVIEW 70
 
                                              - PRODUCTS/SOLUTIONS/SERVICES OFFERED 70
 
                                              - KEY DEVELOPMENTS 70
 
                                              - SWOT ANALYSIS 71
 
                                              - KEY STRATEGIES 71
 
                                          
                                       
                                      - 
                                        MICROSOFT 72
                                          
                                              - COMPANY OVERVIEW 72
 
                                              - FINANCIAL OVERVIEW 73
 
                                              - PRODUCTS/SOLUTIONS/SERVICES OFFERED 73
 
                                              - KEY DEVELOPMENTS 74
 
                                              - SWOT ANALYSIS 74
 
                                              - KEY STRATEGIES 75
 
                                          
                                       
                                      - 
                                        SAMSUNG ELECTRONICS CO., LTD. 76
                                          
                                              - COMPANY OVERVIEW 76
 
                                              - FINANCIAL OVERVIEW 77
 
                                              - PRODUCTS OFFERED 77
 
                                              - KEY DEVELOPMENTS 78
 
                                              - SWOT ANALYSIS 78
 
                                              - KEY STRATEGIES 78
 
                                          
                                       
                                      - 
                                        GOOGLE INC. (ALPHABET INC.) 79
                                          
                                              - COMPANY OVERVIEW 79
 
                                              - FINANCIAL OVERVIEW 80
 
                                              - PRODUCTS OFFERED 80
 
                                              - KEY DEVELOPMENTS 81
 
                                              - SWOT ANALYSIS 81
 
                                              - KEY STRATEGIES 81
 
                                          
                                       
                                      - 
                                        NVIDIA CORPORATION 82
                                          
                                              - COMPANY OVERVIEW 82
 
                                              - FINANCIAL OVERVIEW 83
 
                                              - PRODUCTS OFFERED 83
 
                                              - KEY DEVELOPMENTS 84
 
                                              - SWOT ANALYSIS 84
 
                                              - KEY STRATEGIES 84
 
                                          
                                       
                                      - 
                                         
                                      
 
                                      - 
                                        QUALCOMM 85
                                          
                                              - COMPANY OVERVIEW 85
 
                                              - FINANCIAL OVERVIEW 86
 
                                              - PRODUCTS OFFERED 86
 
                                              - KEY DEVELOPMENTS 87
 
                                              - SWOT ANALYSIS 87
 
                                              - KEY STRATEGIES 87
 
                                          
                                       
                                      - 
                                        MEDIATEK INC. 88
                                          
                                              - COMPANY OVERVIEW 88
 
                                              - FINANCIAL OVERVIEW 89
 
                                              - PRODUCTS OFFERED 89
 
                                              - KEY DEVELOPMENTS 90
 
                                              - SWOT ANALYSIS 90
 
                                              - KEY STRATEGIES 90
 
                                          
                                       
                                      - 
                                        XILINX INC. 91
                                          
                                              - COMPANY OVERVIEW 91
 
                                              - FINANCIAL OVERVIEW 92
 
                                              - PRODUCTS OFFERED 93
 
                                              - KEY DEVELOPMENTS 93
 
                                              - SWOT ANALYSIS 94
 
                                              - KEY STRATEGIES 94
 
                                          
                                       
                                      - 
                                        APPLE INC. 95
                                          
                                              - COMPANY OVERVIEW 95
 
                                              - FINANCIAL OVERVIEW 96
 
                                              - PRODUCTS OFFERED 97
 
                                              - KEY DEVELOPMENTS 97
 
                                              - SWOT ANALYSIS 98
 
                                              - KEY STRATEGIES 98
 
                                          
                                       
                                      - 
                                        DELL TECHNOLOGIES INC. 99
                                          
                                              - COMPANY OVERVIEW 99
 
                                              - FINANCIAL OVERVIEW 100
 
                                              - PRODUCTS OFFERED 100
 
                                              - KEY DEVELOPMENTS 101
 
                                              - SWOT ANALYSIS 101
 
                                              - KEY STRATEGIES 101
 
                                          
                                       
                                      - 
                                         
                                      
 
                                      - 
                                        MICRON TECHNOLOGY 102
                                          
                                              - COMPANY OVERVIEW 102
 
                                              - FINANCIAL OVERVIEW 103
 
                                              - PRODUCTS OFFERED 103
 
                                              - KEY DEVELOPMENTS 104
 
                                              - SWOT ANALYSIS 104
 
                                              - KEY STRATEGIES 104
 
                                          
                                       
                                      - 
                                        IMAGINATION TECHNOLOGIES LIMITED 105
                                          
                                              - COMPANY OVERVIEW 105
 
                                              - PRODUCTS OFFERED 105
 
                                              - KEY DEVELOPMENTS 105
 
                                              - SWOT ANALYSIS 106
 
                                              - KEY STRATEGIES 106
 
                                          
                                       
                                      - 
                                        HAILO 107
                                          
                                              - COMPANY OVERVIEW 107
 
                                              - PRODUCTS OFFERED 107
 
                                              - KEY DEVELOPMENTS 107
 
                                              - SWOT ANALYSIS 108
 
                                              - KEY STRATEGIES 108
 
                                          
                                       
                                      - 
                                         
                                      
 
                                  
                               
                              - 
                                
LIST OF TABLES
                                
                      
                               
                              - 
                                
PRODUCT DEVELOPMENT 58
                                
                      
                               
                              - 
                                
PARTNERSHIP 59
                                
                      
                               
                              - 
                                
INTEL CORPORATION: PRODUCTS/SOLUTIONS/SERVICES OFFERED 62
                                
                      
                               
                              - 
                                
INTEL CORPORATION: KEY DEVELOPMENTS 63
                                
                      
                               
                              - 
                                
ARM LIMITED: PRODUCTS/SOLUTIONS/SERVICES OFFERED 66
                                
                      
                               
                              - 
                                
ARM LIMITED: KEY DEVELOPMENTS 67
                                
                      
                               
                              - 
                                
HUAWEI TECHNOLOGIES CO. LTD.: PRODUCT/SOLUTION/SERVICE OFFERED 70
                                
                      
                               
                              - 
                                
MICROSOFT: PRODUCTS/SOLUTIONS/SERVICES OFFERED 73
                                
                      
                               
                              - 
                                
MICROSOFT: KEY DEVELOPMENTS 74
                                
                      
                               
                              - 
                                
SAMSUNG ELECTRONICS CO., LTD.: PRODUCTS OFFERED 77
                                
                      
                               
                              - 
                                
SAMSUNG ELECTRONICS CO., LTD.: KEY DEVELOPMENTS 78
                                
                      
                               
                              - 
                                
GOOGLE INC (ALPHABET INC.): PRODUCTS OFFERED 80
                                
                      
                               
                              - 
                                
GOOGLE INC (ALPHABET INC.): KEY DEVELOPMENTS 81
                                
                      
                               
                              - 
                                
NVIDIA CORPORATION: PRODUCTS OFFERED 83
                                
                      
                               
                              - 
                                
NVIDIA CORPORATION: KEY DEVELOPMENTS 84
                                
                      
                               
                              - 
                                
QUALCOMM: PRODUCTS OFFERED 86
                                
                      
                               
                              - 
                                
QUALCOMM: KEY DEVELOPMENTS 87
                                
                      
                               
                              - 
                                
MEDIATEK INC.: PRODUCTS OFFERED 89
                                
                      
                               
                              - 
                                
MEDIATEK INC.: KEY DEVELOPMENTS 90
                                
                      
                               
                              - 
                                
XILINX INC.: PRODUCTS OFFERED 93
                                
                      
                               
                              - 
                                
XILINX INC.: KEY DEVELOPMENTS 93
                                
                      
                               
                              - 
                                
APPLE INC.: PRODUCTS OFFERED 97
                                
                      
                               
                              - 
                                
APPLE INC.: KEY DEVELOPMENTS 97
                                
                      
                               
                              - 
                                
DELL TECHNOLOGIES INC.: PRODUCTS OFFERED 100
                                
                      
                               
                              - 
                                
MICRON TECHNOLOGY: PRODUCTS OFFERED 103
                                
                      
                               
                              - 
                                
MICRON TECHNOLOGY: KEY DEVELOPMENTS 104
                                
                      
                               
                              - 
                                
IMAGINATION TECHNOLOGIES LIMITED: PRODUCTS OFFERED 105
                                
                      
                               
                              - 
                                
IMAGINATION TECHNOLOGIES LIMITED: KEY DEVELOPMENTS 105
                                
                      
                               
                              - 
                                
HAILO: PRODUCTS OFFERED 107
                                
                      
                               
                              - 
                                
HAILO: KEY DEVELOPMENTS 107
                                
                      
                                  
                                      - 
                                         
                                      
 
                                  
                               
                              - 
                                
LIST OF FIGURES
                                
                      
                               
                              - 
                                
MARKET SYNOPSIS 14
                                
                      
                               
                              - 
                                
MARKET ATTRACTIVENESS ANALYSIS: GLOBAL EDGE AI HARDWARE MARKET 15
                                
                      
                               
                              - 
                                
GLOBAL EDGE AI HARDWARE MARKET: STRUCTURE 17
                                
                      
                               
                              - 
                                
BOTTOM-UP AND TOP-DOWN APPROACHES 22
                                
                      
                               
                              - 
                                
MARKET DYNAMICS: GLOBAL EDGE AI HARDWARE MARKET 25
                                
                      
                               
                              - 
                                
ADVANATAGES OF EDGE AI 27
                                
                      
                               
                              - 
                                
DRIVERS: IMPACT ANALYSIS 28
                                
                      
                               
                              - 
                                
RESTRAINT: IMPACT ANALYSIS 30
                                
                      
                               
                              - 
                                
GLOBAL E- HOUSE MARKET: VALUE CHAIN 35
                                
                      
                               
                              - 
                                
PORTER''S FIVE FORCES ANALYSIS OF GLOBAL EDGE AI HARDWARE MARKET 37
                                
                      
                               
                              - 
                                
GLOBAL EDGE AI HARDWARE MARKET – SWOT ANALYSIS 39
                                
                      
                               
                              - 
                                
GLOBAL EDGE AI HARDWARE MARKET: COMPETITIVE BENCHMARKING 56
                                
                      
                               
                              - 
                                
VENDOR SHARE ANALYSIS (2022, %) 57
                                
                      
                               
                              - 
                                
INTEL CORPORATION: FINANCIAL OVERVIEW SNAPSHOT 62
                                
                      
                               
                              - 
                                
INTEL CORPORATION: SWOT ANALYSIS 64
                                
                      
                               
                              - 
                                
ARM LIMITED (PART OF SOFTBANK GROUP): FINANCIAL OVERVIEW SNAPSHOT 66
                                
                      
                               
                              - 
                                
ARM LIMITED: SWOT ANALYSIS 68
                                
                      
                               
                              - 
                                
HUAWEI TECHNOLOGIES CO. LTD.: FINANCIAL OVERVIEW SNAPSHOT 70
                                
                      
                               
                              - 
                                
HUAWEI TECHNOLOGIES CO. LTD.: SWOT ANALYSIS 71
                                
                      
                               
                              - 
                                
MICROSOFT: FINANCIAL OVERVIEW SNAPSHOT 73
                                
                      
                               
                              - 
                                
MICROSOFT: SWOT ANALYSIS 74
                                
                      
                               
                              - 
                                
SAMSUNG ELECTRONICS CO., LTD.: FINANCIAL OVERVIEW SNAPSHOT 77
                                
                      
                               
                              - 
                                
SAMSUNG ELECTRONICS CO., LTD.: SWOT ANALYSIS 78
                                
                      
                               
                              - 
                                
GOOGLE INC (ALPHABET INC.): FINANCIAL OVERVIEW SNAPSHOT 80
                                
                      
                               
                              - 
                                
GOOGLE INC (ALPHABET INC.): SWOT ANALYSIS 81
                                
                      
                               
                              - 
                                
NVIDIA CORPORATION: FINANCIAL OVERVIEW SNAPSHOT 83
                                
                      
                               
                              - 
                                
NVIDIA CORPORATION: SWOT ANALYSIS 84
                                
                      
                               
                              - 
                                
QUALCOMM: FINANCIAL OVERVIEW SNAPSHOT 86
                                
                      
                               
                              - 
                                
QUALCOMM: SWOT ANALYSIS 87
                                
                      
                               
                              - 
                                
MEDIATEK INC.: FINANCIAL OVERVIEW SNAPSHOT 89
                                
                      
                               
                              - 
                                
MEDIATEK INC.: SWOT ANALYSIS 90
                                
                      
                               
                              - 
                                
XILINX INC.: FINANCIAL OVERVIEW SNAPSHOT 92
                                
                      
                               
                              - 
                                
XILINX INC.: SWOT ANALYSIS 94
                                
                      
                               
                              - 
                                
APPLE INC.: FINANCIAL OVERVIEW SNAPSHOT 96
                                
                      
                               
                              - 
                                
APPLE INC.: SWOT ANALYSIS 98
                                
                      
                               
                              - 
                                
DELL TECHNOLOGIES INC.: FINANCIAL OVERVIEW SNAPSHOT 100
                                
                      
                               
                              - 
                                
DELL TECHNOLOGIES INC.: SWOT ANALYSIS 101
                                
                      
                               
                              - 
                                
MICRON TECHNOLOGY: FINANCIAL OVERVIEW SNAPSHOT 103
                                
                      
                               
                              - 
                                
MICRON TECHNOLOGY: SWOT ANALYSIS 104
                                
                      
                               
                              - 
                                
IMAGINATION TECHNOLOGIES LIMITED: SWOT ANALYSIS 106
                                
                      
                               
                              - 
                                
HAILO: SWOT ANALYSIS 108'
                                
                      
                               
                          
                    
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