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Market synopsis
The global hardware acceleration market is expected to grow from USD 3.12 billion in 2018 to USD ~50 billion by 2025, at a CAGR of ~49% during the forecast period. CPUs are is considered as the main component of a computer system. They are designed to handle any task allocated; however, it is not the most effective tool to accomplish specific tasks, especially those that require a number of repetitive mathematical functions such as graphics rendering or video decoding. A graphics processing unit (GPU) is used to perform mathematical calculations and heavy-duty graphics processing tasks such as 3D rendering and video decoding.
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The GPU is specially designed to handle these tasks and assist in performing tasks much better than CPUs; it also frees up the CPU to do other tasks. Thus, the adoption of GPU by various industries for performing tasks rapidly and efficiently is propelling the growth of the global hardware acceleration market. Since past few years, both startups and established chip vendors have introduced an impressive new-generation hardware architecture such as AI-accelerator chip architecture optimized for various workloads. These new hardware innovations are coming to market to accelerate the specific data-driven tasks related to machine learning, deep learning, natural language processing, and other AI workloads that range from storage-intensive training to compute-intensive inferencing. Thus, the growing demand for AI-accelerator chips for highly specific roles, such as computer vision, in the proliferating cloud-to-edge ecosystem is driving the growth of the market.
Furthermore, innovation in AI robotics, self-driving vehicles, drones, smart appliances, and industrial IoT are factors expected to fuel the growth of hardware acceleration market in the
coming years. However, including extra processing hardware for specific features incurs high costs, both in terms of development costs and also silicon area; these increase the overall cost of the systems or device. Thus, the high cost of the system is hampering the growth of the market.
Hardware acceleration is a process in which a task-specific hardware is installed in the computer to perform functions faster than the standard computing architecture of a normal central processing unit (CPU). In hardware acceleration, graphics or video processing chips are used to perform heavy computing tasks and operations. Sound cards enable higher-quality playback and recording of sound. Also, graphics cards can be utilized by hardware acceleration to allow quicker, higher-quality playback of movies, videos, and games. Graphic cards can also be used for better physics calculations and fast mathematical calculations. For instance, in Chrome, GPU hardware acceleration typically allows seamless browsing and media streaming.
Key Developments
- In May 2019, Google announced that GPU hardware acceleration for Linux can now be used for Chrome OS devices. However, currently ,the feature is enabled only through a specific command line when starting up the virtual machine for a Linux container.
- In May 2019, SoftIron, a Silicon Valley-based enterprise storage startup, launched Accepherator, a dedicated hardware to accelerate erasure coding to dramatically alter the standard practice of data redundancy, enabling enterprises to significantly save resources in the process.
- In October 2018, NVIDIA introduced RAPIDS, an open-source GPU-acceleration platform for data science and machine learning, to enable large enterprises to analyze massive amounts of data and make accurate business predictions at unprecedented speeds.
- In October 2017, Knowles Corporation introduced IA8508, a new audio processor platform, to optimize the performance and power in both near and far-field voice applications. It is considered as the perfect solution for mobile phones, ear-worn products, and IoT devices such as digital assistants, smart speakers, and TVs
Segmentation
The hardware acceleration market has been segmented on the basis of type, application, end user, and region.
By type, the global hardware acceleration market has been segmented graphics processing unit, video processing unit, AI accelerator, regular expression accelerator, cryptographic accelerator, and others
Based on application, the global hardware acceleration market has been segmented into deep learning training, public cloud inference, enterprise inference, and others.
Based on end user, the global hardware acceleration market has been segmented into information technology and telecommunication, BFSI, retail, hospitality, logistics, automotive, healthcare, energy, and others.
The global hardware acceleration market, by region, has been classified into North America, Europe, Asia-Pacific, the Middle East & Africa, and Central and South America.
Regional Analysis
The global hardware acceleration market is projected to grow at a significant rate during the forecast period from 2019 to 2025. The geographic analysis of the hardware acceleration market has been conducted for North America, Europe, Asia-Pacific, the Middle East & Africa, and Central and South America.
North America, followed by Europe, accounts for the largest market share as countries such as the US, Germany, and the UK are the early adopters of new technologies. Most of the companies in this region have already implemented hardware accelerators for better performance. Asia-Pacific is expected to be the fastest growing regional market during the forecast period. The growing semiconductor and IT sectors in countries such as China, Japan, and India are expected to enhance the growth of the global hardware acceleration market in this North America.
Hardware Acceleration Market
Source: MRFR Analysis
Competitive Analysis
Nowadays, major vendors have started developing solutions tailored to specific industries, processors, and operating systems need. Also, accelerator developer mainly focuses on providing its customers with software that would allow accelerator to communicate with the computer system. Companies are experimenting with different ways to reduce the complexity of hardware acceleration and lowering the cost while increasing the number of applications for the technology.
Key players
The key players in the hardware acceleration market are NVIDIA Corporation (US), Intel Corporation (US), Advanced Micro Devices, Inc. (US), Achronix Semiconductor (US), Oracle Corporation (US), Xilinx, Inc. (US), IBM Corporation (US), Hewlett Packard Enterprise Company (US), Dell (US), and Lenovo Group Limited (China).
Other prominent players studied for the hardware acceleration market are Fujitsu Ltd (Japan), Cisco Systems, Inc. (US), VMware, Inc. (US), Enyx (France), HAX (US), Revvx (India), AlphaLab Gear (US), HWTrek (Taiwan), Wazer (China), and Teradici (Canada).
Intended Audience
- Software-as-a-service (SaaS) providers
- Platform-as-a-service (PaaS) providers
- Infrastructure-as-a-service (IaaS) providers
- System integrators
- Market research and consulting firms
- Head of IT and operations in organizations
- Investors and venture capitalists
- Business intelligence providers
- Venture capitalists, private equity firms, and start-up companies
- Government organizations
DC
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