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Data Center Accelerator Market worth $372.9 billion by 2029 – Exclusive Report by MarketsandMarkets™

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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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About MarketsandMarkets™

MarketsandMarkets™ has been recognized as one of America’s best management consulting firms by Forbes, as per their recent report.

MarketsandMarkets™ is a blue ocean alternative in growth consulting and program management, leveraging a man-machine offering to drive supernormal growth for progressive organizations in the B2B space. We have the widest lens on emerging technologies, making us proficient in co-creating supernormal growth for clients.

Earlier this year, we made a formal transformation into one of America’s best management consulting firms as per a survey conducted by Forbes.

The B2B economy is witnessing the emergence of $25 trillion of new revenue streams that are substituting existing revenue streams in this decade alone. We work with clients on growth programs, helping them monetize this $25 trillion opportunity through our service lines – TAM Expansion, Go-to-Market (GTM) Strategy to Execution, Market Share Gain, Account Enablement, and Thought Leadership Marketing.

Built on the ‘GIVE Growth’ principle, we work with several Forbes Global 2000 B2B companies – helping them stay relevant in a disruptive ecosystem. Our insights and strategies are molded by our industry experts, cutting-edge AI-powered Market Intelligence Cloud, and years of research. The KnowledgeStore™ (our Market Intelligence Cloud) integrates our research, facilitates an analysis of interconnections through a set of applications, helping clients look at the entire ecosystem and understand the revenue shifts happening in their industry.

To find out more, visit www.MarketsandMarkets™.com or follow us on Twitter, LinkedIn and Facebook.

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Oracle Introduces New AI-Powered Ways to Execute Work Across Oracle Fusion Applications

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37 minutes ago

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October 26, 2026

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Fusion Companion and Fusion Agentic Home help organizations achieve business outcomes by enabling employees to execute work across different AI clients while maintaining enterprise security and control

LAS VEGAS, Oct. 26, 2026 /PRNewswire/ — Oracle AI World — Oracle today announced Oracle Fusion Companion with Oracle Fusion Agentic Home, two new capabilities for Oracle Fusion Cloud Applications that transform how employees get work done. Fusion Companion provides an intelligent layer that understands business objectives and automatically selects and coordinates the appropriate transactions, workflows, approvals, AI agents, and agentic applications needed to execute work and achieve business outcomes. Users no longer need to know which application to navigate, which transaction to execute, which workflow or approval to initiate, or which AI agent to use. Fusion Companion determines how to get the work done while maintaining enterprise security, permissions, and controls. Users can access these capabilities through supported AI tools such as ChatGPT or through Oracle Fusion Agentic Home, the native AI experience within Oracle Fusion Applications.

“AI is changing where enterprise work begins, but organizations need to maintain control over how that work gets done,” said Chris Leone, executive vice president, Applications Development, Oracle. “Fusion Companion enables employees to define business objectives and execute work through the AI tools they already use, while Oracle Fusion provides the business context, execution capabilities, and enterprise controls needed to get that work done. With Fusion Agentic Home, we’re bringing this same intelligence to the millions of people who work in Oracle Fusion Applications every day, giving them a simpler way to execute work, from everyday tasks to complex business processes, without having to navigate multiple applications or understand the underlying workflows and AI agents.”

Fusion Companion enables users to work with Oracle Fusion Applications through supported AI tools such as ChatGPT. As the intelligent layer for Oracle Fusion Applications, Fusion Companion uses enterprise business context, data, and user permissions to understand what users want to accomplish and determine how to get the work done. It automatically selects and coordinates the appropriate transactions, workflows, approvals, AI agents, and agentic applications, whether completing a simple task or executing a complex business process. Fusion Companion can also leverage data and context from other enterprise systems and coordinate authorized actions across those systems, enabling work to be completed across applications while respecting established security, permissions, and controls. With Fusion Companion, organizations will be able to:

Simplify enterprise work: Helps employees achieve business outcomes by identifying the agents, applications, and business processes needed to complete their request.Accelerate business execution: Executes complex business work by coordinating specialized AI agents, business processes, and Fusion Agentic Applications, including Fusion Claw-powered applications that perform deep analysis, planning, simulation, optimization, and long-running execution across large volumes of enterprise data.Increase flexibility in how employees work: Enables users to work with Oracle Fusion Applications through supported AI tools such as ChatGPT and customer- or partner-built AI interfaces, while maintaining access to relevant business context and capabilities.Connect work across enterprise systems: Helps organizations coordinate activities across Oracle Fusion Applications, other cloud applications, enterprise content, data platforms, APIs, services, and third-party agents.Maintain enterprise security and accountability: Helps organizations execute AI-driven work within established identity, permissions, policies, and approval controls while keeping enterprise execution and accountability within Oracle Fusion Applications.

Oracle Fusion Agentic Home, supported by Fusion Companion, is a personalized, AI-native experience that enables users to define business objectives, delegate work to AI agents and agentic applications, and track progress through completion. With Fusion Agentic Home, organizations will be able to:

Simplify the employee experience: Enables users to express business objectives through a personalized, AI-native experience that automatically identifies and executes the appropriate work, without requiring users to navigate applications, initiate workflows, or select individual AI agents.Increase employee productivity: Helps users complete work faster by bringing together the information, AI agents, agentic applications, and business processes needed to achieve their objectives.Resolve business exceptions: Identifies the root causes of business exceptions, determines appropriate corrective actions, and executes authorized resolutions while escalating decisions that require human judgment.Enable governed delegation: Enables employees to delegate work to Oracle Fusion AI agents and agentic applications that execute within established enterprise permissions, policies, and approval controls, allowing employees to focus on business objectives, exceptions, and decisions requiring human judgment.

To learn more about Oracle Fusion Applications, visit www.oracle.com/applications

About Oracle Fusion Cloud Applications
Oracle Fusion Cloud Applications are a complete suite of cloud applications that form the enterprise system of record, spanning finance, HR, supply chain, manufacturing, sales, service, and marketing. The suite includes Oracle Fusion Cloud Enterprise Resource Planning (ERP), Oracle Fusion Cloud Human Capital Management (HCM), Oracle Fusion Cloud Supply Chain & Manufacturing (SCM), and Oracle Fusion Cloud Customer Experience (CX).

Fusion Agentic Applications extend that foundation into a system of outcomes. They can coordinate and execute end-to-end work toward business objectives, and are designed to operate within the policies, controls, and authority each organization defines. With Oracle AI Agent Studio for Fusion Applications, customers and partners can create, extend, and manage these agents and agentic applications combining trusted enterprise data with the security, data governance, and performance needed to operate at scale.

About Oracle
Oracle offers integrated suites of applications plus secure, autonomous infrastructure in the Oracle Cloud. For more information about Oracle (NYSE: ORCL), please visit us at www.oracle.com.

Trademarks
Oracle, Java, MySQL, and NetSuite are registered trademarks of Oracle Corporation. NetSuite was the first cloud company—ushering in the new era of cloud computing.

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Oracle Introduces Claw-Powered Fusion Agentic Applications for Customer Experience

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37 minutes ago

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October 26, 2026

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New Fusion Claw Applications help sales and service teams pursue profitable growth and deliver on customer commitments by continuously adapting and executing complex work with enterprise governance

LAS VEGAS, Oct. 26, 2026 /PRNewswire/ — Oracle AI World — Oracle today announced new Oracle Fusion Claw-powered agentic applications for customer experience. Oracle Fusion Claw is a governed agentic execution runtime that enables Fusion Agentic Applications to reason, compute, adapt, and execute specialist-grade work, including deep research, computation, simulation, modeling, and continuous replanning. Built into Oracle Fusion Cloud Applications, the new Claw-powered agentic applications help organizations take on complex, high-value work more autonomously at scale, within established governance controls, from aligning sales territories with growth opportunities and improving customer service journeys to addressing field service demand while controlling overtime costs and protecting quote accuracy as CPQ configurations change.

“Business leaders need to turn growth strategies into opportunities and deliver on customer commitments, but connecting customer demand with enterprise capacity in time to act remains a challenge,” said Kartik Raghavan, senior vice president, Applications Development, Oracle. “With Claw-powered Fusion Agentic Applications for CX, organizations can connect customer needs with the enterprise resources and governed actions required to address them. The applications can reason across trusted Oracle Fusion Applications data, coordinate the work required to meet business objectives, and carry approved actions into execution. This enables organizations to translate business objectives into growth opportunities, reliable service, and stronger customer trust.”

Agentic Applications represent a new class of outcome-based applications that provide Fusion Applications customers with a system of outcomes, where people define the objectives, authority, and accountability and the Agentic Applications coordinate the process to get to an outcome within those parameters. Fusion Claw enables Agentic Applications to take on more complex, specialist-grade work by providing a new execution runtime that supports larger scale and longer-running work, continuous replanning, deterministic execution, and governed automation within organizational policies and controls.

Running on Oracle Cloud Infrastructure, powered by industry-leading LLMs, and extending the world’s most complete suite of cloud applications, the new Fusion Agentic Applications move beyond assistance to governed execution, helping organizations to improve business outcomes while maintaining established oversight and approvals. New Fusion Agentic Applications available within Oracle Fusion Cloud Customer Experience (CX) include:

Account Territory Growth Plan: Models and compares scenarios across different territory configurations, evaluates tradeoffs, and optimizes coverage and opportunity allocation within capacity and business constraints before taking authorized action.Service Health Check: Identifies emerging service-performance issues, determines likely root causes, and prepares high-impact actions across knowledge, automation, routing, policy, and process for review and then executes approved actions before these issues become sustained customer or operational problems.Strategic Field Demand Planning: Aligns field capacity with customer demand while managing overtime costs by predicting resource needs, identifying coverage gaps, and preparing resource actions for review before executing approved changes.CPQ Test-to-Production Setup & Configuration Migration: Prepares and migrates configuration changes to production by assembling a migration package’s declared changes and dependencies in a reviewable report, identifying potential issues before deployment, and executing approved migration steps within provided authority.Executive Briefing Document: Facilitates more effective executive meetings by researching account engagement, company news, product footprint, revenue potential, and organizational hierarchy, then assembling an editable, meeting-ready briefing that it can update as account data changes.

The new Claw-powered Fusion Agentic Applications are part of a broader Fusion AI ecosystem anchored by Oracle AI Agent Studio for Fusion Applications. With the Fusion Agentic Applications Builder and AI Studio Skill no-code and pro-code capabilities in Oracle AI Agent Studio, organizations can create and manage agentic applications using reusable Oracle, partner, and external agents. In addition, built-in observability, ROI measurement, and safety controls enable agents to deliver measurable value and operate at scale within approved authority.

To learn more about Oracle Fusion Applications, visit www.oracle.com/applications

About Oracle Fusion Cloud Applications
Oracle Fusion Cloud Applications are a complete suite of cloud applications that form the enterprise system of record, spanning finance, HR, supply chain, manufacturing, sales, service, and marketing. The suite includes Oracle Fusion Cloud Enterprise Resource Planning (ERP), Oracle Fusion Cloud Human Capital Management (HCM), Oracle Fusion Cloud Supply Chain & Manufacturing (SCM), and Oracle Fusion Cloud Customer Experience (CX).

Fusion Agentic Applications extend that foundation into a system of outcomes. They can coordinate and execute end-to-end work toward business objectives, and are designed to operate within the policies, controls, and authority each organization defines. With Oracle AI Agent Studio for Fusion Applications, customers and partners can create, extend, and manage these agents and agentic applications combining trusted enterprise data with the security, data governance, and performance needed to operate at scale.

About Oracle
Oracle offers integrated suites of applications plus secure, autonomous infrastructure in the Oracle Cloud. For more information about Oracle (NYSE: ORCL), please visit us at www.oracle.com.

Trademarks
Oracle, Java, MySQL, and NetSuite are registered trademarks of Oracle Corporation. NetSuite was the first cloud company—ushering in the new era of cloud computing.

 

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SOURCE Oracle

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Oracle Introduces Claw-Powered Fusion Agentic Applications for Supply Chain

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37 minutes ago

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October 26, 2026

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New Fusion Claw applications help supply chain teams achieve critical business outcomes with greater speed and confidence by continuously adapting and executing complex work

LAS VEGAS, Oct. 26, 2026 /PRNewswire/ — Oracle AI World — Oracle today announced new Fusion Claw-powered agentic applications for supply chain operations. Oracle Fusion Claw is a governed agentic execution runtime that enables Fusion Agentic Applications to reason, compute, adapt, and execute specialist-grade work including deep research, computation, simulation, modeling, and continuous replanning. Built into Oracle Fusion Cloud Applications, the new Claw-powered agentic applications help organizations take on complex, high-value work more autonomously at scale, within established permissions, from optimizing supply and transportation plans to analyzing procurement spend.

“As supply chain conditions shift, leaders need a connected view across product, planning, procurement, logistics, and cost to make faster, better-informed decisions,” said S.Y. Shenoy, senior vice president, Applications Development, Oracle. “With Claw-powered Fusion Agentic Applications for supply chain operations, supply chain teams can reimagine the way they work by moving to governed action across critical supply chain processes. The applications reason across Oracle Fusion Applications data, evaluate options and trade-offs, coordinate the work required to meet business objectives, and carry approved actions into execution. This will help supply chain leaders drive stronger business outcomes with greater speed, consistency, and confidence.”

Agentic Applications represent a new class of outcome-based applications that provide Fusion Applications customers with a system of outcomes, where people define the objectives, authority, and accountability and the Agentic Applications coordinate the process to get to an outcome within those parameters. Fusion Claw enables Agentic Applications to take on more complex, specialist-grade work by providing a new execution runtime that supports larger scale and longer-running work, continuous replanning, deterministic execution, and governed automation within organizational policies and controls.

Running on Oracle Cloud Infrastructure, powered by industry-leading LLMs, and extending the world’s most complete suite of cloud applications, the new Fusion Agentic Applications move beyond assistance to governed execution, helping supply chain teams and planners to improve business outcomes. New Fusion Agentic Applications available within Oracle Fusion Cloud Supply Chain & Manufacturing (SCM) include:

Supply Planning Allocation: Determines how to allocate scarce materials and capacity across competing demand by evaluating production lines, work centers, finished goods, components, and business trade-offs; comparing allocation scenarios; and preparing high-value allocation plans for teams to review, refine, and approve.Shipment Load Planning: Works to reduce transportation costs and meet service level requirements by evaluating consolidation opportunities across timing, capacity, service commitments, cost, and other constraints; comparing alternatives; and taking approved action towards execution plans that have been authorized.Procurement Spend: Works to improve spend control by analyzing spend, supplier agreement, and purchasing data; detecting maverick spend and contract leakage; explaining root causes; quantifying savings opportunities; and recommending corrective actions for team review and approval.

The new Claw-powered Fusion Agentic Applications are part of a broader Fusion AI ecosystem anchored by Oracle AI Agent Studio for Fusion Applications. With the Fusion Agentic Applications Builder and AI Studio Skill no-code and pro-code capabilities in Oracle AI Agent Studio, organizations can create and manage agentic applications using reusable Oracle, partner, and external agents. In addition, built-in observability, ROI measurement, and safety controls are designed to help organizations monitor agent activity, apply appropriate safeguards, and enable agents to deliver measurable value and operate responsibly at scale.

To learn more about Oracle Fusion Applications, visit www.oracle.com/applications

About Oracle Fusion Cloud Applications
Oracle Fusion Cloud Applications are a complete suite of cloud applications that form the enterprise system of record, spanning finance, HR, supply chain, manufacturing, sales, service, and marketing. The suite includes Oracle Fusion Cloud Enterprise Resource Planning (ERP), Oracle Fusion Cloud Human Capital Management (HCM), Oracle Fusion Cloud Supply Chain & Manufacturing (SCM), and Oracle Fusion Cloud Customer Experience (CX).

Fusion Agentic Applications extend that foundation into a system of outcomes. They can coordinate and execute end-to-end work toward business objectives, and are designed to operate within the policies, controls, and authority each organization defines. With Oracle AI Agent Studio for Fusion Applications, customers and partners can create, extend, and manage these agents and agentic applications combining trusted enterprise data with the security, data governance, and performance needed to operate at scale.

About Oracle
Oracle offers integrated suites of applications plus secure, autonomous infrastructure in the Oracle Cloud. For more information about Oracle (NYSE: ORCL), please visit us at www.oracle.com.

About Oracle AI World
Oracle AI World is where customers and partners discover the latest product and technology innovations, see how AI is being applied across industries, and connect with experts and peers. Attendees will gain practical tips and insights to drive immediate impact within their organizations and explore how Oracle is helping unlock the full potential of AI. Join the event to see new capabilities in action and hear from thought leaders and industry movers. Register now at oracle.com/ai-world or follow the news and conversation at oracle.com/news and linkedin.com/company/oracle. 

Trademarks
Oracle, Java, MySQL, and NetSuite are registered trademarks of Oracle Corporation. NetSuite was the first cloud company—ushering in the new era of cloud computing.

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