Top 10 Data Center Accelerator Companies | Provides Computational Technology

Tajammul Pangarkar
Tajammul Pangarkar

Updated · Jun 13, 2024

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Data Center Accelerator Market Overview

Data center accelerator components, such as GPUs, FPGAs, ASICs, and VPUs, are specialized hardware components designed to enhance computational performance in data centers.

By offloading specific tasks from central processing units (CPUs), accelerators optimize system performance for tasks like AI, machine learning, data analytics, and scientific simulations.

They contribute to improved efficiency, scalability, and energy consumption within data centers. However, their integration requires careful consideration of programming complexities, interoperability, and cost implications to maximize their benefits effectively.

Market Drivers

The global data center accelerator market is driven by increasing demand for high-performance computing from data-centric applications like AI, machine learning, and big data analytics.

Organizations deploy accelerators to enhance energy efficiency and lower costs by offloading intensive tasks from CPUs.

Cloud computing’s widespread adoption requires accelerators for efficient data processing. While edge computing accelerates deployment for rapid analytics and low-latency processing.

Advances in accelerator technologies, including specialized AI chips and programmable FPGA solutions. Further contribute to market growth by delivering superior performance, adaptability, and cost-effectiveness.

Market Size

The global data center accelerator market hit USD 16.0 billion in 2022 and is forecasted to surge to USD 130.3 billion by 2032. Driven by an anticipated highest Compound Annual Growth Rate (CAGR) of 24% between 2023 and 2032.

List of Major Companies

These are the top ten companies operating in the Data Center Accelerator Market:


Company Overview

Establishment Year1911
HeadquarterNew York, United States
Key ManagementArvind Krishna (Chairman & CEO)
Revenue (US$ Bn)$ 61.8 Billion (2023)
Headcount~ 282,200 (2023)

About IBM

IBM Corporation is making significant strides in the data center accelerator field through innovative projects and strategic collaborations.

A notable example is IBM’s partnership with Cleveland Clinic to introduce the Discovery Accelerator. Utilizing high-performance computing, AI, and quantum computing to transform pathogen research and healthcare.

Moreover, IBM is allocating $250 million to establish a software development center, bolstering its data center technology capabilities.

This investment aligns with IBM’s broader goal of enhancing its cloud and AI services, particularly through its hybrid cloud platform. Which integrates emerging technologies for improved data processing efficiency and security.

Recent efforts also include deploying the IBM Quantum System One at Cleveland Clinic. Representing a major advancement in the practical application of quantum computing.

Geographical Presence

IBM Corporation maintains a robust global presence spanning North America, Europe, Asia-Pacific, Latin America, and Africa.

In North America, cities like New York, California, and Texas host IBM’s headquarters and client networks. Europe houses major offices and research centers in the UK, Germany, France, and Switzerland.

In the Asia-Pacific region, IBM operates in India, China, Japan, and Australia. With significant operations in Latin America and Africa, including Brazil, Mexico, South Africa, and Nigeria.

This extensive global footprint underscores IBM’s commitment to providing innovative technology solutions worldwide, supporting diverse industries, and fostering digital transformation.

Recent Developments

  • In January 2024, IBM introduced IBM Consulting Advantage, an AI platform designed to help IBM consultants deliver consistent, repeatable, and rapid services to clients.
  • In May 2021, IBM revealed a forthcoming decade-long collaboration with Cleveland Clinic. Aiming to apply emerging technologies and capabilities to propel advancements in life sciences and healthcare.


Company Overview

Establishment Year1998
HeadquarterMountain View, California, U.S.
Key ManagementSundar Pichai (CEO)
Revenue (US$ Bn)$ 279.8 B (2022)
Headcount~ 178,234 (2022)

About Google

Google LLC is advancing in the Data Center Accelerator sector with notable developments. Recently, Google Cloud and Intel collaborated on the E2000 chip. A processing unit enhances data center performance by streamlining network processing tasks, thus boosting efficiency and security.

Moreover, Google expanded its data center and cloud region campus in Singapore, reaffirming its commitment to enhancing global infrastructure.

The company launched, a platform supporting startups with cloud-based solutions. Additionally, Google formed a strategic partnership with Workday Inc. to improve organizational management solutions.

These endeavors underscore Google’s ongoing innovation in data center technologies, ensuring robust performance and security for its cloud services.

Geographical Presence

Google LLC, headquartered in Mountain View, California, boasts a widespread geographical presence. With key operational hubs in major cities like New York, London, Tokyo, and Singapore.

These hubs serve as centers for innovation and research, supporting Google’s diverse range of services and products.

Additionally, Google operates a global network of data centers strategically located across regions such as North America, Europe, and Asia-Pacific to ensure optimal performance for its cloud computing services.

This extensive physical and digital infrastructure underscores Google’s commitment to providing ubiquitous access to its technologies and services for billions of users worldwide.

Recent Developments

  • In March 2024, Google and XPRIZE launched a $5 million competition to discover practical uses of quantum computers that could have positive impacts on society.
  • In October 2022, Intel and Google Cloud collaborated to introduce a jointly designed chip aimed at enhancing data center efficiency.


Company Overview

Establishment Year1985
HeadquarterDublin, Ireland
Key ManagementJulie Sweet (CEO)
Revenue (US$ Bn)$ 64.1 Billion (2023)
Headcount~ 733,000 (2023)

About Accenture

Accenture is making notable advancements in the Data Center Accelerator sector with several strategic initiatives and partnerships.

Recently, Accenture announced a $3 billion investment over three years in its Data & AI practice to enhance its capabilities across various industries.

This includes expanding their AI talent pool to 80,000 professionals and launching the AI Navigator for Enterprise platform to guide clients in their AI journeys.

Additionally, Accenture Federal Services, in collaboration with Google Public Sector, launched a Data & AI Center of Excellence to support federal agencies with advanced AI and data management solutions.

This center leverages Google Cloud’s generative AI technologies to enhance citizen services and improve operational efficiency for federal clients​​​​​​.

Geographical Presence

Accenture’s global reach extends across more than 120 countries and over 200 cities, positioning it as a premier consulting and technology services provider on a worldwide scale.

With a notable presence in key regions such as the Americas, Europe, the Middle East, Africa, and the Asia Pacific, Accenture strategically operates in major business hubs like New York, London, and Singapore.

This expansive geographical footprint enables Accenture to deliver tailored solutions and expert support to clients across diverse industries. Underscoring its commitment to driving innovation and fostering growth in today’s interconnected global economy.

Recent Development

  • In April 2024, Accenture Federal Services and Google Public Sector joined to create a Data & AI Center of Excellence.
  • In June 2023, Accenture unveiled a $3 billion investment over three years in its Data & AI practice. It aimed at aiding clients in various sectors to swiftly and responsibly leverage AI for enhanced growth, efficiency, and resilience.


Company Overview

Establishment Year1976
HeadquarterCary, North Carolina, U.S.
Key ManagementJames Goodnight (CEO)
Revenue (US$ Bn)$3.2 Billion (2021)
Headcount~ 12,170 (2022)

About SAS Institute

SAS Institute is advancing in the Data Center Accelerator sector through recent innovations. The company has upgraded its SAS® Scoring Accelerator and SAS® Data Quality Accelerator to optimize data scoring and quality tasks within database environments. Minimizing data movement and enhancing efficiency for analytics teams.

Furthermore, SAS has introduced new functionalities on its SAS Viya platform to streamline AI model development.

These developments underscore SAS’s dedication to delivering comprehensive data management and analytics solutions tailored to evolving industry requirements.

Geographical Presence

SAS Institute, headquartered in Cary, North Carolina, USA, boasts a formidable global presence across North America, Europe, Asia-Pacific, Latin America, and the Middle East and Africa.

With offices strategically located in major cities worldwide, including London, Singapore, São Paulo, Dubai, and Johannesburg. SAS serves a diverse clientele across industries such as finance, healthcare, energy, and government.

This expansive geographical footprint underscores SAS’s commitment to providing innovative analytics solutions tailored to regional market needs while facilitating localized support and expertise to drive digital transformation on a global scale.

Recent Development

  • In November 2023, SAS Institute partnered with AWS to boost clients’ cloud data utilization, enhancing both value and performance.
  • In July 2023, SAS Institute teamed up with Thread to offer innovative solutions for biopharmaceutical firms, modernizing clinical research procedures.


Company Overview

Establishment Year1977
HeadquarterAustin, Texas, United States
Key ManagementSafra Catz (CEO)
Revenue (US$ Bn)$49.9 B (2023)
Headcount~ 164,000 (2023)

About Oracle

Oracle Corporation is significantly expanding its presence in the Data Center Accelerator sector with major developments. Including building 100 new cloud data centers and expanding 66 existing ones globally.

This expansion involves launching Oracle services in 20 Microsoft Azure data centers and creating new public cloud regions, such as the first hyper-scale cloud region in Colombia.

Strategic partnerships with Google Cloud and OpenAI underscore Oracle’s commitment to advancing cloud infrastructure and AI capabilities.

Furthermore, Oracle is enhancing its services with new offerings like the Oracle Health RevElate Patient Accounting solution and expanding its AI-driven cloud services.

Geographical Presence

Oracle Corporation, headquartered in Redwood City, California, holds a vast global presence across North America, Europe, Asia Pacific, Latin America, the Middle East, and Africa.

Noteworthy locations include tech hubs like Silicon Valley in North America and key European cities such as London and Paris.

In the Asia Pacific, Oracle operates in Tokyo, Singapore, Sydney, and Beijing, benefiting from regional growth.

Latin America, the Middle East, and Africa also play crucial roles in Oracle’s strategy. With offices in cities like Sao Paulo and Dubai.

This expansive global footprint underscores Oracle’s dedication to delivering innovative cloud solutions and personalized services worldwide.

Recent Developments

  • In January 2024, Oracle introduced the OCI Generative AI service, along with enhancements to streamline enterprise access to the latest generative AI advancements.
  • In February 2020, Oracle launched the Oracle Cloud Data Center Accelerator.


Company Overview

Establishment Year1975
HeadquarterRedmond, Washington, U.S.
Key ManagementSatya Nadella (Chairman & CEO)
Revenue (US$ Bn)$ 211.9 Billion (2023)
Headcount~ 221,000 (2023)

About Microsoft

Microsoft Corporation is strategically expanding its presence in the Data Center Accelerator sector through key initiatives.

Recently, it acquired Fungible Inc., known for its composable infrastructure solutions, to enhance data center performance with efficient, low-power data processing units (DPUs).

This move aligns with Microsoft’s goal of improving latency, increasing server density, and optimizing energy efficiency.

Additionally, Microsoft is launching a new data center region in Thailand to bolster its hyperscale cloud services and drive AI innovations in the region, supporting local developers.

Furthermore, in 2023, Microsoft introduced Azure Virtual Machines powered by AMD Instinct and NVIDIA Hopper GPUs, tailored for diverse AI and high-performance computing tasks, underscoring its commitment to advancing AI infrastructure.

Geographical Presence

Microsoft Corporation boasts a vast geographical presence, extending across North America, Europe, Asia Pacific, Latin America, and the Middle East/Africa region.

With its headquarters in Redmond, Washington, the company has established numerous offices, data centers, and research facilities throughout the United States and Canada.

In Europe, regional headquarters in cities like Dublin and Munich serve as pivotal hubs for sales and technical support across the continent.

Similarly, in Asia Pacific, locations such as Singapore and Tokyo serve as central points for operations across the region, including key markets like China and India.

Microsoft’s global footprint highlights its dedication to serving customers and fostering innovation on a worldwide scale.

Recent Developments

  • In May 2024, Microsoft unveiled substantial pledges to develop new cloud and AI infrastructure in Thailand, offer AI training for more than 100,000 individuals, and assist the country’s expanding developer community.
  • In January 2023, Microsoft acquired Fungible Inc., a company specializing in composable infrastructure designed to enhance networking and storage performance in data centers using efficient, low-power data processing units (DPUs).


Company Overview

Establishment Year1968
HeadquarterSanta Clara, California, U.S.
Key ManagementPat Gelsinger (CEO)
Revenue (US$ Bn)$ 54.2 Billion (2023)
Headcount~ 124,800 (2023)

About Intel

Intel Corporation is advancing in the Data Center Accelerator sector with the launch of the Intel Gaudi 3 AI accelerator.

This new accelerator improves performance and scalability for AI tasks, delivering double the performance of its predecessor, Gaudi 2, and features advanced Ethernet networking for large-scale AI projects.

Additionally, Intel introduced the Xeon 6 processors, integrating efficient cores (E-cores) and performance cores (P-cores) to enhance performance per watt and efficiency in high-density data center operations.

Collaborations with NAVER and Bosch aim to apply AI technology to large language models and smart manufacturing, respectively.

These initiatives, supported by Intel’s open ecosystem approach, aim to democratize AI and drive innovation across industries.

Geographical Presence

Intel Corporation, headquartered in Santa Clara, California, maintains a strong global presence. Key sites in the United States, such as Oregon, Arizona, and Texas, support its North American operations.

In the Asia-Pacific region, Intel holds prominence in China, India, Japan, South Korea, Taiwan, and Singapore.

Europe hosts Intel’s offices, labs, and manufacturing sites in Ireland, Germany, the UK, and Poland. While Latin America, the Middle East, and Africa have fewer locations, Intel remains active in countries like Brazil, Mexico, Israel, the UAE, and South Africa.

This extensive network enables Intel to access diverse markets, leverage local resources, and drive global innovation.

Recent Developments

  • In April 2024, Intel revealed the world’s largest neuromorphic computer, created to mimic the human brain and drive future advancements in AI research.
  • In April 2024, Intel introduced the Intel Gaudi 3 accelerator to improve openness, performance, and options for enterprise generative AI (GenAI).


Company Overview

Establishment Year1993
HeadquarterSanta Clara, California, U.S.
Key ManagementJensen Huang (CEO)
Revenue (US$ Bn)$ 60.9 Billion (2024)
Headcount~ 29,600 (2024)


NVIDIA leads the data center accelerator sector with its latest innovation, the Blackwell platform, featuring the GB200 NVL72 system optimized for high-performance AI tasks.

This advancement offers significant performance gains and energy efficiency, with a notable 30x performance increase and 25x cost and energy reduction compared to previous models.

Partnering with major cloud providers like AWS, Google Cloud, and Microsoft Azure extends access to Blackwell-powered instances, making advanced AI infrastructure more widely available.

Additionally, NVIDIA introduces new products, such as the Tesla M40 and M4 GPU accelerators, to meet the rising demand for AI capabilities in web applications and services.

Collaborations with industry leaders like Amazon Web Services and Amgen underscore NVIDIA’s dedication to advancing AI and machine learning technologies, solidifying its position in the data center accelerator market.

Geographical Presence

NVIDIA Corporation, headquartered in Santa Clara, California, dominates the global technology landscape with its graphics processing units (GPUs) and semiconductor innovations.

With primary operations in North America, including key markets like the United States, the company also maintains a strong presence in Europe, with significant hubs in the United Kingdom, Germany, and France.

In the Asia-Pacific region, NVIDIA strategically positions itself in countries such as Japan, China, and India, capitalizing on the growing demand for advanced computing solutions.

Additionally, NVIDIA extends its reach to emerging markets in Latin America, the Middle East, and Africa, ensuring broad accessibility to its cutting-edge technologies worldwide.

Recent Development

  • In June 2024, NVIDIA combined OpenCV with its Holoscan SDK to offer zero-copy AI sensor processing capabilities.
  • In June 2024, NVIDIA partnered with Swisscom and launched the Swiss AI Platform.


Company Overview

Establishment Year1985
HeadquarterSan Diego, California, U.S.
Key ManagementCristiano Amon (CEO)
Revenue (US$ Bn)$ 35.8 Billion (2023)
Headcount~ 50,000 (2023)

About Qualcomm

Qualcomm Incorporated is making notable progress in the data center accelerator sector with several recent developments.

The company introduced the Qualcomm Cloud AI 100, a powerful chip designed to enhance AI inference capabilities in data centers.

This chip is being integrated into Amazon EC2 DL2q instances, offering advanced AI solutions to cloud and edge computing environments.

Additionally, Qualcomm announced the launch of the Qualcomm Cloud AI 100 Ultra, which enables high-performance AI inference for Core42’s Condor AI and HPC platform, highlighting Qualcomm’s commitment to providing innovative AI and high-performance computing solutions​​​​.

Geographical Presence

Qualcomm Incorporated maintains a formidable global presence, spanning North America, Europe, Asia Pacific, and other regions.

Headquartered in the United States, Qualcomm strategically operates across key innovation hubs worldwide, including Canada, Europe, and Asia Pacific.

Qualcomm collaborates with industry stakeholders in these regions, drives technological advancements, and serves diverse markets.

With offices and facilities strategically positioned, Qualcomm engages in research, development, and partnerships to foster innovation and address market needs.

This expansive geographical footprint underscores Qualcomm’s commitment to leadership and innovation in wireless technology on a global scale.

Recent Developments

  • In April 2024, Qualcomm partnered with Doodle Labs LLC to incorporate the Qualcomm RB5 Platform into Doodle Labs’ advanced robotics radio lineup.
  • In April 2024, Qualcomm partnered with Innominds to launch iDhi.


Company Overview

Establishment Year2002
HeadquarterSeattle, Washington, U.S.
Key ManagementAdam Selipsky (CEO)
Revenue (US$ Bn)$ 80.1 Billion (2022)
Headcount~ 10,000 (2022)

About AWS

AWS has recently unveiled plans for a new hyperscale data center in Didcot, UK, as part of its ongoing efforts to meet increasing demand for cloud services.

The project prioritizes sustainability, aiming for net zero carbon emissions by 2040. AWS also launched the Generative AI Innovation Center, investing $100 million to foster the development of generative AI solutions, aligning with its strategy to integrate AI and machine learning.

Additionally, AWS is expanding its presence in Virginia, bolstering local communities and creating job opportunities.

These initiatives demonstrate AWS’s commitment to advancing infrastructure and fostering innovation in the data center accelerator sector.

Geographical Presence

Amazon Web Services (AWS) boasts a vast global presence with over 25 geographical regions spread across six continents.

These regions, comprising multiple availability zones, strategically position AWS’s data centers to deliver low-latency, high-performance cloud services to businesses worldwide.

With key locations in North America, Europe, Asia Pacific, South America, the Middle East, and Africa, AWS caters to diverse customer needs, offering a comprehensive suite of cloud solutions spanning computing, storage, networking, databases, and more.

This extensive footprint underscores AWS’s commitment to providing reliable, scalable, and secure cloud infrastructure, empowering organizations to innovate and thrive in the digital era.  

Recent Developments

  • In June 2024, AWS partnered with Capita to introduce AI technology in call centers.
  • In May 2024, AWS collaborated with CrowdStrike Holdings Inc. to expedite cybersecurity consolidation and cloud transformation efforts.
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Tajammul Pangarkar

Tajammul Pangarkar

Tajammul Pangarkar is a CMO at Prudour Pvt Ltd. Tajammul longstanding experience in the fields of mobile technology and industry research is often reflected in his insightful body of work. His interest lies in understanding tech trends, dissecting mobile applications, and raising general awareness of technical know-how. He frequently contributes to numerous industry-specific magazines and forums. When he’s not ruminating about various happenings in the tech world, he can usually be found indulging in his next favorite interest - table tennis.

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