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Edge AI Hardware Market Research Report Data Analysis By Component (CPU, GPU, ASIC, and FPGA.), By Device (Smartphone, Camera, Robot, Automobile, Smart Speaker, Wearables, Smart Mirror, and Others), By Power Consumption (into 0-5 W, 6-10 W, and More Than

Publisher Market Research Future
Published May 07, 2024
Length 109 Pages
SKU # RESFT18912523

Description

Edge AI Hardware Market Research Report Data Analysis By Component (CPU, GPU, ASIC, and FPGA.), By Device (Smartphone, Camera, Robot, Automobile, Smart Speaker, Wearables, Smart Mirror, and Others), By Power Consumption (into 0-5 W, 6-10 W, and More Than 10 W), By Process (Training and Inference), By Vertical (Consumer Electronics, Smart Home, Automotive & Transportation, Healthcare, Aerospace & Defense, Government, Construction) and By Region (North America, Europe, Asia-Pacific, Middle East and Africa, South America) – Global Forecast Till 2030


Market Synopsis

The Edge AI Hardware industry is expected to grow at a CAGR of 21.92% over the forecast period. Edge AI is an algorithm that can process data on a hardware device. This capability enables a device to process data and make decisions autonomously without being connected. AI accelerators, which are specialized Edge AI hardware, increase the ability for data-intensive deep learning inference on Edge devices, making them a viable choice for a variety of compute-intensive activities. As the demand for real-time deep learning workloads grows, specialized Edge AI hardware that allows for rapid deep learning on the device becomes increasingly crucial.

The convergence of 5G and 6G networks provides tremendous growth potential for the Edge AI Hardware Market. With the introduction of 5G networks, ultra-fast connectivity and high bandwidth enable the seamless deployment of real-time, low-latency Edge AI applications, hence boosting the capabilities of AI-enabled intelligent edge devices.

Furthermore, the future development of 6G networks with higher frequency bands, which are expected after 2030, promises even faster speeds, increased bandwidth availability, and improved network dependability, all of which are critical for large-scale edge AI applications. This bodes well for the future of the Edge AI hardware market, as demand for powerful and efficient hardware solutions to support these advanced networks and applications will only rise.

Market Segment insights

The Edge AI Hardware Market is split by component: CPU, GPU, ASIC, and FPGA.

The Edge AI Hardware Market is divided into the following device categories: smartphone, camera, robot, automobile, smart speaker, wearables, smart mirror, and others.

Based on power consumption, the Edge AI Hardware Market is divided into 0-5 W, 6-10 W, and more.

The Edge AI Hardware Market is divided into verticals, including consumer electronics, smart homes, automotive and transportation, healthcare, aerospace and defense, government, construction, and others.

Regional insights

North America is expected to be the leading contributor to the Edge AI Hardware market. This encompasses the United States, Canada, and Mexico. The presence of significant corporations that are always working on strategic development, such as mergers, acquisitions, product launches, and collaborations, has an impact on regional market share. For example, in September 2021, Synaptics Inc. formed a partnership with Edge Impulse. Thousands of embedded developers will be able to use Synaptics' KatanaUltra Low-Power Edge AI Platform in conjunction with the Edge Impulse software development platform to build, train, and deploy custom models for a variety of AI applications as a result of this arrangement.Developers can generate production-ready models faster and more effectively using the Edge Impulse Embedded ML Platform. It also simplifies model optimization, training, and testing in a comprehensive MLOps environment.

Asia-Pacific is one of the world's fastest growing markets for edge AI hardware. The advent of 5G in the region, combined with an increase in IoT-integrated devices, is expected to catapult the Asia Pacific region to the top of the Edge AI Hardware Market growth chart. It is expected that increasing smartphone penetration in China, Japan, India, and South Korea would drive market adoption of AI hardware. China and Japan are the two largest markets in the area. The presence of multiple key suppliers in the automotive, electronics, and semiconductor industries, who are making significant investments in AI technology, is driving the region's edge AI hardware market forward. According to the number of patents filed, China's edge AI industry has seen explosive development in invention over the last year for edge computing and hardware solutions, demonstrating the country's rapid industrial innovation.

Major Players

The market's leading vendors are NVIDIA Corporation, Google (Alphabet Inc.), Intel Corporation, Huawei Technologies Co., Ltd., Apple Inc., Qualcomm Incorporated, Samsung Electronics Co., Ltd., IBM Corporation, Dell Technologies Inc., Microsoft Corporation, ARM, Hailo, MediaTek Inc., Xilinx Inc., and Micron Technology.

Table of Contents

109 Pages
1 Executive Summary
1.1 Market Attractiveness Analysis
2 Market Introduction
2.1 Definition
2.2 Scope Of The Study
2.3 Research Objective
2.4 Market Structure
3 Research Methodology
4 Market Dynamics
4.1 Overview
4.2 Drivers
4.2.1 Growth In The Utilization Of Artificial Intelligence (Ai)
4.2.2 Growing Adoption Of Edge Ai Due To Various Advantage Offered By Edge Ai
4.3 Restraints
4.3.1 Limited Computational Power And Memory In Edge Devices
4.3.2 Complexity In Integrating Diverse Edge Ai Hardware Components
4.4 Opportunities
4.4.1 Availability Of Cheap Ai Hardware And Cost-effective Connectivity
4.4.2 5g And 6g Networks Integration
4.5 Challenges:
4.6 Impact Analysis Of Covid-19
4.6.1 Impact On Semiconductor Manufacturers
4.6.2 Impact On Component Manufacturers
4.6.3 Impact On Device Manufacturers
4.6.4 Impact On Supply Chain Delay
5 Market Factor Analysis
5.1 Supply Chain Analysis
5.1.1 Raw Material Suppliers:
5.1.2 Component Manufacturing:
5.1.3 Original Equipment Manufacturers (Oems):
5.1.4 Software Providers:
5.1.5 End Users:
5.2 Porter's Five Forces Model
5.2.1 Threat Of New Entrants
5.2.2 Bargaining Power Of Suppliers
5.2.3 Threat Of Substitutes
5.2.4 Bargaining Power Of Buyers
5.2.5 Intensity Of Rivalry
5.3 Swot Analysis Of E- House Market
5.4 Pestal Analysis Of E- House Market
5.5 Case Studies Demonstrating Implemaentation Of Edge Ai In Various Fields
6 Global Edge Ai Hardware Market, By Component
6.1 Overview
6.2 Cpu
6.3 Gpu
6.4 Asic
6.5 Fgpa
7 Global Edge Ai Hardware Market, By Device
7.1 Overview
7.2 Smartphone
7.3 Camera
7.4 Robot
7.5 Automobile
7.6 Smart Speaker
7.7 Wearables
7.8 Smart Mirror
7.9 Others
8 Global Edge Ai Hardware Market, By Power Consumption
8.1 Overview
8.2 0-5w
8.3 6-10w
8.4 More Than 10w
9 Global Edge Ai Hardware Market, By Process
9.1 Overview
9.2 Training
9.3 Inference
10 Global Edge Ai Hardware Market, By Vertical
10.1 Overview
10.2 Consumer Electronics
10.3 Smart Home
10.4 Automotive & Transportation
10.5 Healthcare
10.6 Aerospace & Defense
10.7 Government
10.8 Construction
10.9 Others
11 Global Edge Ai Hardware Market, By Region
11.1 Overview
11.2 North America
11.3 Europe
11.4 Asia-pacific
11.5 Rest Of The World
12 Competitve Landscape
12.1 Competitive Benchmarking
12.2 Vendor Share Analysis
12.3 Recent Developments
12.3.1 Product Development
13 Company Profile
13.1 Intel Corporation
13.1.1 Company Overview
13.1.2 Financial Overview
13.1.3 Products/Solutions/Services Offered
13.1.4 Key Developments
13.1.5 Swot Analysis
13.1.6 Key Strategies
13.2 Arm Limited
13.2.1 Company Overview
13.2.2 Financial Overview
13.2.3 Products/Solutions/Services Offered
13.2.4 Key Developments
13.2.5 Swot Analysis
13.2.6 Key Strategies
13.3 Huawei Technologies Co. Ltd.
13.3.1 Company Overview
13.3.2 Financial Overview
13.3.3 Products/Solutions/Services Offered
13.3.4 Key Developments
13.3.5 Swot Analysis
13.3.6 Key Strategies
13.4 Microsoft
13.4.1 Company Overview
13.4.2 Financial Overview
13.4.3 Products/Solutions/Services Offered
13.4.4 Key Developments
13.4.5 Swot Analysis
13.4.6 Key Strategies
13.5 Samsung Electronics Co., Ltd.
13.5.1 Company Overview
13.5.2 Financial Overview
13.5.3 Products Offered
13.5.4 Key Developments
13.5.5 Swot Analysis
13.5.6 Key Strategies
13.6 Google Inc. (Alphabet Inc.)
13.6.1 Company Overview
13.6.2 Financial Overview
13.6.3 Products Offered
13.6.4 Key Developments
13.6.5 Swot Analysis
13.6.6 Key Strategies
13.7 Nvidia Corporation
13.7.1 Company Overview
13.7.2 Financial Overview
13.7.3 Products Offered
13.7.4 Key Developments
13.7.5 Swot Analysis
13.7.6 Key Strategies
13.8 Qualcomm
13.8.1 Company Overview
13.8.2 Financial Overview
13.8.3 Products Offered
13.8.4 Key Developments
13.8.5 Swot Analysis
13.8.6 Key Strategies
13.9 Mediatek Inc.
13.9.1 Company Overview
13.9.2 Financial Overview
13.9.3 Products Offered
13.9.4 Key Developments
13.9.5 Swot Analysis
13.9.6 Key Strategies
13.10 Xilinx Inc.
13.10.1 Company Overview
13.10.2 Financial Overview
13.10.3 Products Offered
13.10.4 Key Developments
13.10.5 Swot Analysis
13.10.6 Key Strategies
13.11 Apple Inc.
13.11.1 Company Overview
13.11.2 Financial Overview
13.11.3 Products Offered
13.11.4 Key Developments
13.11.5 Swot Analysis
13.11.6 Key Strategies
13.12 Dell Technologies Inc.
13.12.1 Company Overview
13.12.2 Financial Overview
13.12.3 Products Offered
13.12.4 Key Developments
13.12.5 Swot Analysis
13.12.6 Key Strategies
13.13 Micron Technology
13.13.1 Company Overview
13.13.2 Financial Overview
13.13.3 Products Offered
13.13.4 Key Developments
13.13.5 Swot Analysis
13.13.6 Key Strategies
13.14 Imagination Technologies Limited
13.14.1 Company Overview
13.14.2 Products Offered
13.14.3 Key Developments
13.14.4 Swot Analysis
13.14.5 Key Strategies
13.15 Hailo
13.15.1 Company Overview
13.15.2 Products Offered
13.15.3 Key Developments
13.15.4 Swot Analysis
13.15.5 Key Strategies
List Of Tables
Table 1 Product Development
Table 2 Partnership
Table 3 Intel Corporation: Products/Solutions/Services Offered
Table 4 Intel Corporation: Key Developments
Table 5 Arm Limited: Products/Solutions/Services Offered
Table 6 Arm Limited: Key Developments
Table 7 Huawei Technologies Co. Ltd.: Product/Solution/Service Offered
Table 8 Microsoft: Products/Solutions/Services Offered
Table 9 Microsoft: Key Developments
Table 10 Samsung Electronics Co., Ltd.: Products Offered
Table 11 Samsung Electronics Co., Ltd.: Key Developments
Table 12 Google Inc (Alphabet Inc.): Products Offered
Table 13 Google Inc (Alphabet Inc.): Key Developments
Table 14 Nvidia Corporation: Products Offered
Table 15 Nvidia Corporation: Key Developments
Table 16 Qualcomm: Products Offered
Table 17 Qualcomm: Key Developments
Table 18 Mediatek Inc.: Products Offered
Table 19 Mediatek Inc.: Key Developments
Table 20 Xilinx Inc.: Products Offered
Table 21 Xilinx Inc.: Key Developments
Table 22 Apple Inc.: Products Offered
Table 23 Apple Inc.: Key Developments
Table 24 Dell Technologies Inc.: Products Offered
Table 25 Micron Technology: Products Offered
Table 26 Micron Technology: Key Developments
Table 27 Imagination Technologies Limited: Products Offered
Table 28 Imagination Technologies Limited: Key Developments
Table 29 Hailo: Products Offered
Table 30 Hailo: Key Developments
List Of Figures
Figure 1 Market Synopsis
Figure 2 Market Attractiveness Analysis: Global Edge Ai Hardware Market
Figure 3 Global Edge Ai Hardware Market: Structure
Figure 4 Bottom-up And Top-down Approaches
Figure 5 Market Dynamics: Global Edge Ai Hardware Market
Figure 6 Advanatages Of Edge Ai
Figure 7 Drivers: Impact Analysis
Figure 8 Restraint: Impact Analysis
Figure 9 Global E- House Market: Value Chain
Figure 10 Porter's Five Forces Analysis Of Global Edge Ai Hardware Market
Figure 11 Global Edge Ai Hardware Market – Swot Analysis
Figure 12 Global Edge Ai Hardware Market: Competitive Benchmarking
Figure 13 Vendor Share Analysis (2022, %)
Figure 14 Intel Corporation: Financial Overview Snapshot
Figure 15 Intel Corporation: Swot Analysis
Figure 16 Arm Limited (Part Of Softbank Group): Financial Overview Snapshot
Figure 17 Arm Limited: Swot Analysis
Figure 18 Huawei Technologies Co. Ltd.: Financial Overview Snapshot
Figure 19 Huawei Technologies Co. Ltd.: Swot Analysis
Figure 20 Microsoft: Financial Overview Snapshot
Figure 21 Microsoft: Swot Analysis
Figure 22 Samsung Electronics Co., Ltd.: Financial Overview Snapshot
Figure 23 Samsung Electronics Co., Ltd.: Swot Analysis
Figure 24 Google Inc (Alphabet Inc.): Financial Overview Snapshot
Figure 25 Google Inc (Alphabet Inc.): Swot Analysis
Figure 26 Nvidia Corporation: Financial Overview Snapshot
Figure 27 Nvidia Corporation: Swot Analysis
Figure 28 Qualcomm: Financial Overview Snapshot
Figure 29 Qualcomm: Swot Analysis
Figure 30 Mediatek Inc.: Financial Overview Snapshot
Figure 31 Mediatek Inc.: Swot Analysis
Figure 32 Xilinx Inc.: Financial Overview Snapshot
Figure 33 Xilinx Inc.: Swot Analysis
Figure 34 Apple Inc.: Financial Overview Snapshot
Figure 35 Apple Inc.: Swot Analysis
Figure 36 Dell Technologies Inc.: Financial Overview Snapshot
Figure 37 Dell Technologies Inc.: Swot Analysis
Figure 38 Micron Technology: Financial Overview Snapshot
Figure 39 Micron Technology: Swot Analysis
Figure 40 Imagination Technologies Limited: Swot Analysis
Figure 41 Hailo: Swot Analysis

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