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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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HelloNation Article Examines Full Coverage Auto Insurance With Insurance Expert Ben Buenzow

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The article explains what full coverage auto insurance typically includes, what it excludes, and how coverage limits affect Iowa drivers.

URBANDALE, Iowa, June 20, 2026 /PRNewswire/ — What does full coverage auto insurance actually include for drivers in Iowa? That question is answered in a HelloNation article featuring insights from Insurance Expert Ben Buenzow of Buenzow Insurance Group in Urbandale, Iowa.

The HelloNation article explains that full coverage auto insurance is a commonly used phrase that many drivers misunderstand. While the term suggests broad protection, it usually refers to a combination of liability coverage, collision coverage, and comprehensive coverage within an insurance policy. Understanding what these components cover helps drivers avoid gaps in protection and unexpected costs after an accident.

Liability coverage forms the legal foundation of auto insurance in Iowa. The article explains that liability coverage pays for injuries or property damage that a driver causes to others in an accident. State law requires Iowa drivers to carry minimum liability limits, and full coverage auto insurance policies include at least those required limits. However, liability coverage does not pay for damage to the driver’s own vehicle, which is why additional protection is often necessary.

Collision coverage is the part of a policy that helps pay for damage to the driver’s own vehicle after an accident. The HelloNation article notes that collision coverage applies when a vehicle hits another car, a guardrail, or a stationary object. In most cases, the insurer pays the actual cash value of the vehicle or the repair cost minus the policy’s deductible. Insurance Expert Ben Buenzow is featured in the article as a source of insights on how deductibles influence both insurance premiums and out-of-pocket costs during a claim.

Comprehensive coverage addresses a different type of risk. According to the article, comprehensive coverage protects against damage caused by events other than collisions. This includes hail, theft, vandalism, fire, falling objects, or animal-related incidents. For Iowa drivers, weather-related risks such as hailstorms can make comprehensive coverage an important part of a full coverage auto insurance policy.

The HelloNation article also explains that deductibles apply to both collision coverage and comprehensive coverage. The deductible is the amount the policyholder must pay before insurance coverage begins. Drivers can often choose higher or lower deductibles depending on their financial preferences. Higher deductibles typically reduce premium costs but increase the amount paid out of pocket if damage occurs.

Another important takeaway from the article is what full coverage auto insurance does not automatically include. Standard policies usually do not provide roadside assistance, rental reimbursement, or gap coverage unless these features are added separately. The article explains that roadside assistance covers towing or emergency services, while rental reimbursement helps cover the cost of a temporary vehicle during repairs.

Gap coverage is another optional feature highlighted in the article. It is often recommended for drivers who finance or lease newer vehicles. Gap coverage pays the difference between the remaining loan balance and the vehicle’s actual cash value if it is declared a total loss after an accident.

The article also discusses the importance of understanding coverage limits within an insurance policy. Coverage limits determine the maximum amount an insurer will pay for a covered loss. If damage or liability exceeds those limits, the driver may be responsible for the remaining costs. Reviewing coverage limits carefully helps drivers ensure their policy reflects both the value of their vehicle and their financial risk.

Insurance Expert Ben Buenzow is again referenced in the article as part of a broader discussion about how drivers can make informed decisions about Iowa car insurance. The article encourages drivers to evaluate deductibles, coverage limits, and optional protections based on their individual needs.

The HelloNation article concludes by emphasizing that drivers should periodically review their insurance policy. Changes in vehicle value, financial circumstances, and driving habits can all affect the appropriate level of coverage. Understanding the components of full coverage auto insurance helps drivers maintain adequate protection and prepare for unexpected events on the road.

Iowa Auto Insurance: What Full Coverage Includes and Excludes features insights from Ben Buenzow, Insurance Expert of Urbandale, Iowa, in HelloNation.

About HelloNation
HelloNation is America’s Good News Network, a premier media platform built on the idea that good news travels faster when real people tell real stories. Through its community-focused publications and innovative “edvertising” approach, HelloNation delivers content that informs, inspires, and spotlights the leaders making a meaningful impact in their communities.

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HelloNation Clarifies Ohio Waiver Waiting List Classifications For Adults With Disabilities, Featuring Home Healthcare Expert Kellan Roberts Of Canton, Ohio

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The article explains immediate need and current need categories and how families can navigate Medicaid waiver programs.

CANTON, Ohio, June 20, 2026 /PRNewswire/ — What should families of developmental disabilities know about the Ohio waiver waiting list and how immediate need and current need classifications affect access to services? HelloNation provides guidance in an article featuring insights from Home Healthcare Expert Kellan Roberts of R House Home Health Care Services in Canton, Ohio.

The HelloNation article explains that the Ohio waiver waiting list exists because demand for Medicaid waiver programs often exceeds available funding. To manage this gap, counties use service prioritization categories to determine who receives services first. Understanding how these classifications work helps families plan more effectively and reduce uncertainty.

According to the article, immediate need generally refers to adults with developmental disabilities who cannot safely remain at home without prompt services. This may include individuals who have lost caregiver support or experienced a sudden health crisis. In contrast, the current need applies to individuals who require support but whose living situations remain stable enough to wait for waiver programs to become available.

The article emphasizes that documentation plays a critical role in determining placement on the Ohio waiver waiting list. Families must provide medical records, assessments, and supporting information that clearly demonstrate the level of need. Counties review this documentation carefully and may conduct interviews or home visits to confirm circumstances before assigning a classification.

Accurate and updated records are described as essential for proper service prioritization. Needs can change over time, and families are encouraged to notify county offices if circumstances worsen. A person initially categorized under current need may later qualify as immediate need if conditions shift. Staying engaged ensures that updated information is considered during periodic reviews.

While waiting for Medicaid waiver programs to begin, families may need to explore temporary supports. The article notes that personal care services, homemaker assistance, and community programs can help adults with disabilities maintain daily routines and independent living during the waiting period. These interim solutions provide structure and stability while long-term services are pending.

Family planning is highlighted as an important part of navigating the process. Understanding how waiver programs operate, what services they provide, and how classifications are reviewed allows families to make informed decisions. Planning ahead also reduces stress and prepares adults with disabilities for a smoother transition once services are approved.

The article further explains that service prioritization is not static. Counties regularly reassess waiting lists and adjust classifications based on updated information or changes in resources. Families benefit from understanding review timelines and maintaining open communication with county representatives.

Medicaid waiver programs offer a range of supports, including personal care, homemaker services, transportation, and community engagement. The HelloNation article advises families to consider how these services align with long-term goals related to independence, skill development, and community participation. Preparing in advance allows adults with disabilities to transition into services more efficiently when their turn arrives.

Ultimately, the article presents the Ohio waiver waiting list as a system that requires preparation, patience, and active participation. By understanding immediate need and current need classifications, maintaining proper documentation, and staying involved throughout the review process, families can better advocate for timely care and ensure continued safety and stability.

Immediate vs Current Need: How to Navigate the Ohio Waiver Waiting List features insights from Kellan Roberts, Home Healthcare Expert of Canton, Ohio, in HelloNation.

About HelloNation
HelloNation is America’s Good News Network, a premier media platform built on the idea that good news travels faster when real people tell real stories. Through its community-focused publications and innovative “edvertising” approach, HelloNation delivers content that informs, inspires, and spotlights the leaders making a meaningful impact in their communities.

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New white paper on closing the AI fluency gap to support workforce retention published by the University of Phoenix College of Doctoral Studies

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New paper by Dr. Wayne L. McCoy examines how employers can turn AI skill development into a talent retention strategy.

PHOENIX, Ariz., June 20, 2026 /PRNewswire/ — University of Phoenix College of Doctoral Studies has published a new white paper, “The Retention Mandate: Bridging the AI Fluency Gap to Secure the 2026 Workforce,” authored by Wayne L. McCoy, DM, MBA, and released through the Center for Educational and Instructional Technology Research (CEITR).

The paper examines a growing workplace challenge: employees are rapidly building artificial intelligence skills, while many organizations are still developing the policies, processes and career pathways needed to support AI-enabled work. Drawing on the 2026 Career Optimism Index® study and research on workplace psychology, technology readiness and organizational governance, McCoy argues that AI fluency is no longer only a productivity issue — it is a retention issue.

“Workers are not waiting for organizations to define the future of AI at work,” said McCoy. “Many are already learning, experimenting and building confidence with AI tools. The opportunity for employers is to create the structure around that energy with clear standards, practical training, manager support and career pathways that help employees see a future inside the organization.”

The white paper identifies what McCoy describes as an AI fluency gap: a disconnect between worker skill development and organizational readiness. It notes that employee-led AI learning can create mobility and confidence, but also uncertainty when job descriptions, policies, training systems and manager expectations do not keep pace.

What the white paper addresses

“The Retention Mandate” examines how organizations can better align people, processes, technology and data as AI becomes more embedded in the workplace. The paper highlights several factors shaping AI workforce retention:

Employee-led AI learning and “shadow learning”AI’s impact on productivity, skills development and professional identityPsychological safety and employee trust during AI adoptionGovernance structures for responsible organizational AI useManager capability as a driver of employee confidence and retention

The paper proposes a four-step roadmap for employers seeking to strengthen AI readiness and retain AI-fluent talent:

Define AI career pathways and standardsEstablish skills assessment systemsExpand training, tools and structured enablementBuild AI capability among managers

McCoy’s analysis positions AI adoption as a socio-technical transformation, not simply a technology rollout. The paper encourages organizations to pair AI implementation with clear governance, workforce development and leadership practices that support employee confidence, adaptability and long-term engagement.

About the author

Wayne L. McCoy, DM, MBA, serves as a dissertation chair and staff faculty member in University of Phoenix College of Doctoral Studies. He brings experience in business leadership, technology, entrepreneurship and higher education instruction. McCoy earned a Bachelor of Science in Information Technology, Master of Business Administration and Doctor of Management from University of Phoenix.

“The Retention Mandate: Bridging the AI Fluency Gap to Secure the 2026 Workforce” is available on the College of Doctoral Studies’ Research Hub.

About University of Phoenix
University of Phoenix is Built for Real Life. 50 Years Strong. The University innovates to help working adults enhance their careers and develop skills in a rapidly changing world through flexible online learning, relevant courses, academic AI pillars, and skills-mapped curriculum for associate, bachelor’s and master’s degree programs. Active students and alumni have access to Career Services for Life® resources including career guidance and tools. For more information, visit phoenix.edu.

About the College of Doctoral Studies
University of Phoenix’s College of Doctoral Studies focuses on today’s challenging business and organizational needs, from addressing critical social issues to developing solutions to accelerate community building and industry growth. The College’s research program is built around the Scholar, Practitioner, Leader Model which puts students in the center of the Doctoral Education Ecosystem® with experts, resources and tools to help prepare them to be a leader in their organization, industry and community. Through this program, students and researchers work with organizations to conduct research that can be applied in the workplace in real time.

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