The global data center GPU market is expected to be valued at USD 119.97 billion in 2025 and reach USD 228.94 billion by 2030, growing at a CAGR of 13.7% during the forecast period.
The data center GPU market is expanding on the back
of increasing adoption of artificial intelligence (AI) and machine learning
(ML) applications across sectors. The increasing demand for high-compute
performance in processing complex AI workloads and the expansion of cloud-based
services with GPU acceleration as a key differentiator are among the main
drivers. Additionally, the increasing demand for quicker data processing and
computation in applications such as deep learning and big language models will
call for the use of high-performance GPUs within data centers. All these
factors will, in turn, propel the continued growth of the data center GPU
market.
Major Data Center GPU Companies Include:
- NVIDIA
Corporation (US)
- Advanced
Micro Devices, Inc. (US)
- Intel
Corporation (US)
- Google
Cloud (US)
- Microsoft
(US)
- Amazon
Web Services, Inc. (US)
- IBM
(US)
- Alibaba
Cloud (Singapore)
- Oracle
(US)
- Tencent
Cloud (China)
- Coreweave
(US)
- Vast.ai
(US)
- Lambda
(US)
- DigitalOcean
(US)
- JarvisLabs.ai
(India),
NVIDIA Corporation (US), Advanced Micro Devices,
Inc. (US), Intel Corporation (US), Google Cloud (US), Microsoft (US), Amazon
Web Services, Inc. (US), IBM (US), Alibaba Cloud (Singapore), Oracle (US),
Tencent Cloud (China), CoreWeave (US), Vast.ai (US), Lambda (US), DigitalOcean
(US), and JarvisLabs.ai (India) are some key players in the data center GPU
market. The three major players, NVIDIA Corporation (US), Advanced Micro
Devices (AMD) (US), and Intel Corporation (US), rely on product innovation, strategic
partnerships, and acquisitions to strengthen their market positions. NVIDIA
leads the way with its groundbreaking GPU architecture. AMD benefits from its
open-source software platform, constantly augmenting its Instinct series of
GPUs. Intel, through its Gaudi AI accelerators and Xe GPU architecture, is
putting its CPUs and GPUs together to provide end-to-end solutions for data
centers.
Launched in October 2024, the AMD Instinct MI325X is
designed for AI and machine learning workloads in data centers. It offers high
computational performance and is optimized for complex rendering and simulation
tasks. This GPU is suitable for AI-driven visualization, media rendering, and
data-intensive applications.
In August 2024, AMD agreed to acquire ZT Systems, a data center hardware
company, in a cash and stock transaction valued at USD 4.9 billion. ZT’s
expertise in designing and optimizing cloud computing solutions was expected to
enhance AMD's data center AI infrastructure offerings.
Download
PDF Brochure @ https://www.marketsandmarkets.com/pdfdownloadNew.asp?id=18997435
Nvidia Corporation (US)
NVIDIA Corporation is a leading US-based
technology firm specializing in graphics processing units (GPUs),
system-on-chip (SoC) solutions, and artificial intelligence (AI)
infrastructure. The company is recognized for its innovative GPU technology, which
has transformed the gaming, data center, AI, and professional visualization
markets. NVIDIA operates through two main segments: Compute & Networking
and Graphics. The Graphics segment includes GeForce GPUs for gamers, game
streaming services, and enterprise graphics solutions. The Compute &
Networking segment offers data center platforms, automotive AI solutions, and
high-performance networking technologies, including InfiniBand and Ethernet
products. The company invests heavily in research and development to advance
GPU architecture and machine learning technology. With over 50 offices
worldwide, NVIDIA holds multiple patents related to its products and
technologies.
Advanced Micro Devices, Inc. (US)
Advanced Micro Devices, Inc. (AMD) is a
US-based semiconductor company specializing in graphics and computing
technology. It offers a variety of products, including accelerated processing
units (APUs), processors, graphics cards, and system-on-chip (SoC) through four
segments: Data Center, Gaming, Client, and Embedded. The Data Center segment
features server CPUs, FPGAs, DPUs, GPUs, and Adaptive SoCs designed for data
centers, along with AI infrastructure. The Client segment provides chipsets and
CPUs for PCs, while the Gaming segment focuses on GPUs and semi-custom SoCs for
entertainment platforms. The Embedded segment includes various embedded FPGAs,
GPUs, CPUs, and APUs.
AMD chips are optimized for AI and machine learning
workloads, such as Ryzen processors with Vega graphics for desktops and
laptops, and AMD Instinct accelerators for high-performance computing,
providing up to 1.1 teraflops of FP64 performance. EPYC processors support up
to 128 PCIe 4.0 lanes and 4TB of memory. In February 2022, AMD acquired Xilinx,
known for its programmable semiconductor products. The company operates
globally across regions such as Hong Kong, Japan, Europe, and Taiwan, holding
around 7,500 patents and 2,000 pending applications in the U.S. as of December
30, 2023.
Intel Corporation (US)
Intel Corporation (US) designs, produces, and
sells computer systems and related products, including computing,
communication, data storage, and networking components. Renowned for its
innovative microprocessor technology, Intel operates through several segments:
Client Computing Group (CCG), Data Center and AI (DCAI), Network and Edge
(NEX), Mobileye, Intel Foundry Services (IFS), and All Other. The CCG segment
focuses on system architecture and applications for PCs, while DCAI provides
solutions for enterprises and cloud service providers. NEX offers a range of
computing systems, and Mobileye develops autonomous driving technologies. IFS
focuses on system-on-chip solutions for AI applications, and All Other
encompasses non-reportable segments.
Intel serves various applications, including data centers, PCs, and IoT
devices, with a lineup of AI processors for high-end computing and data
science. The company has a global presence, with operations in Asia, Europe,
and North America, and nine manufacturing facilities in countries such as the
US, Ireland, Germany, and Vietnam.
Market Ranking
The data center GPU market is consolidated, with the
top three players, NVIDIA Corporation (US), Advanced Micro Devices, Inc. (US),
and Intel Corporation (US), collectively holding around 95–100% of the
global data center GPU market share.
NVIDIA Corporation (US) holds a dominant position in
the data center GPU market. Its robust portfolio of high-performance GPUs
optimized for AI training and inference is complemented by its CUDA software
platform, which enjoys widespread adoption among developers. Advanced Micro
Devices, Inc. (US) has been steadily gaining market share, offering competitive
GPU solutions with a focus on performance and open standards, particularly with
its Instinct series of accelerators. Intel Corporation (US) is also making
significant strides in this space, leveraging its integrated GPU and CPU
expertise to provide comprehensive solutions for data center workloads, with
its Ponte Vecchio architecture representing a key advancement in its
high-performance computing offerings.
No comments:
Post a Comment