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The deep learning training is expected to hold the largest share of the data center accelerator market during the forecast period. The hyperscale cloud-based companies, such as Google, and Facebook, have developed a deep learning interface, which can be used to build, train, and deploy machine learning models for cloud and mobile apps. For instance, in October 2017, Microsoft Corporation and Amazon Web Services launched Gluon, a deep learning library for developers to learn machine learning.
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Data Center Accelerator Market 2026; Growth Forecast & Industry Share Report
KeyInsights Data Center Accelerator Market: • The deep learning training is expected to hold the largest share of the data center accelerator market during the forecast period. The hyperscale cloud-based companies, such as Google, and Facebook, have developed a deep learning interface, which can be used to build, train, and deploy machine learning models for cloud and mobile apps. For instance, in October 2017, Microsoft Corporation and Amazon Web Services launched Gluon, a deep learning library for developers to learn machine learning. • The interface offers built-in components that can be connected to form neural networks. With the increasing prominence of deep learning, manufacturers are offering specialized hardware units to accelerate these tasks. For instance, Intel Corporation is offering Deep Learning Interface Accelerator (DLIA) to accelerate workloads for computer vision & machine learning applications.
Continued… • The demand to increase networking bandwidth and optimize AI workloads in High Performance Computing (HPC) data centers is propelling the data center accelerator market growth. The data center operators have to manage complex data sets & analytics workloads with optimal performance and rapid efficiency. The accelerators provide modern data centers the power to speed up deep learning, machine learning, and HPC workloads. • They enable data center administrators to lower TCO and provide a significant increase in the performance of data centers. Moreover, accelerators and processors in data centers consume less power due to their resource-sharing with the main processor, offering cost and power efficiency benefits.
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Major Companies Data Center Accelerator Market: • chronix Semiconductor Corporation • Advanced Micro Devices Inc. • Cisco Systems Inc. • Dell Technologies Inc. • Fujitsu Limited
Regional Data Center Accelerator Market: • The Asia Pacific data center accelerator market is expected to witness the highest CAGR during the forecast time. The growth is mainly attributed to the emerging markets, such as India and China, attracting large-scale service providers to deploy cloud-based data centers in the region. • The increased adoption of cloud storage and the growing efforts for improving energy efficiency are also driving the r market growth. Moreover, the increasing government initiatives such as ‘Make in India’, Digital India, Made in China, and Innovation Japan for technological developments have led to the increased adoption of IoT, big data analytics, and cloud-based services in the region, increasing the demand for data centers
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