CHICAGO, July 9, 2024 /PRNewswire/ -- The global
data center accelerator market was valued at
USD 109.9 billion in 2024 and is
projected to reach USD 372.9 billion
by 2029; it is expected to register a CAGR of 27.7% during the
forecast period according to a new report by
MarketsandMarkets™. Growing demand for cloud-based
services, rising focus on parallel computing in AI data centers,
and surging adoption of deep learning technology in big data
analytics are attributed to the demand of data center
accelerators.
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Browse in-depth TOC on "Data Center Accelerator
Market"
172 – Tables
70 – Figures
250 – Pages
Data Center Accelerator Market Report Scope:
Report
Coverage
|
Details
|
Market Revenue in
2024
|
$ 109.9 billion
|
Estimated Value by
2029
|
$ 372.9 billion
|
Growth Rate
|
Poised to grow at a
CAGR of 27.7%
|
Market Size Available
for
|
2020–2029
|
Forecast
Period
|
2024–2029
|
Forecast
Units
|
Value (USD
Million/Billion)
|
Report
Coverage
|
Revenue Forecast,
Competitive Landscape, Growth Factors, and Trends
|
Segments
Covered
|
By Processor, Type,
Application, End-user and Region
|
Geographies
Covered
|
North America, Europe,
Asia Pacific, and Rest of World
|
Key Market
Challenge
|
Unreliability of AI
algorithms
|
Key Market
Opportunities
|
Proliferation of MLaaS
offerings
|
Key Market
Drivers
|
Increasing data volumes
and pressing need for fast and efficient data processing
|
By End-user: IT & Telecom segment to account for the
largest market share in the forecasted year.
The IT & Telecom segment accounted for the largest share of
the data center accelerator market in 2029. The segment's
growth is attributed to the the exponential growth of data and the
need for faster, more efficient data processing capabilities. As
businesses increasingly rely on big data analytics, artificial
intelligence (AI), machine learning (ML), and Internet of Things
(IoT) applications, traditional data center architectures struggle
to keep up with the intensive computational and storage
requirements. Accelerators such as GPUs, FPGAs, and ASICs offer
significant performance improvements by offloading and optimizing
specific tasks, enabling higher throughput and lower latency.
By Type: Cloud data centers accounted for a larger market
share in the forecasted year.
Cloud data centers accounted for a larger share in the
forecasted period. The increasing adoption of AI is causing changes
in cloud server configuration. The cloud computing market has seen
significant growth in recent years due to the increased volume of
data transferred to the cloud from consumers. This has led to a
rising demand for co-processors (accelerators) as they optimize
server data processing by reducing latency. In AI-powered servers
used for deep learning training, the typical CPU-to-GPU attachment
rate is 1–4 GPUs; in some cases, it is around 1–8 GPUs. Deep
learning is expected to dominate cloud workloads in the coming
years, leading to increased demand for accelerators in cloud
servers. It is projected that in the near future, over one-third of
servers shipped will be dedicated to either deep learning training
or deep learning inference. Additionally, accelerators are expected
to be widely employed in public and enterprise cloud servers to
enhance inference applications.
Leading cloud service providers, such as Amazon Web Services
(AWS), Microsoft Azure, and Google Cloud, operate extensive
networks of these data centers globally. Similarly, Xilinx Alveo
U250 Data Center accelerator cards are designed to meet the
constantly changing needs of modern data centers, providing up to
90X higher performance than CPUs for key workloads, including
machine learning inference, video transcoding, and database search
and analytics. Built on the Xilinx 16 nm Ultra Scale architecture,
Alveo accelerator cards are adaptable to changing acceleration
requirements and algorithm standards, capable of accelerating any
workload without changing hardware and reducing the overall cost of
ownership. The key benefit of Xilinx Alveo is that it can be
accessed for both cloud and on-premises mobility deployment.
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North America is expected to
hold the largest share of the data center accelerator market during
the forecast period.
North America captured the
largest share of the data center accelerator industry in the
forecast period. This growth is attributed to the presence of a
large number of data centers in the region implying the demand for
data center accelerator processors such as GPU's and ASIC's.
Major Cloud service providers have
their headquarters in this region such as AWS (US), Microsoft (US), and Alphabet Inc.
(US).
Key Players
The key data center accelerator companies that offer
virtual reality devices include NVIDIA Corporation (US), Advanced
Micro Devices, Inc (US), Intel Corporation (US), Alphabet Inc.
(US), Qualcomm Technology, Inc. (US).
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