Computational Storage Market to Reach USD 10.3 Billion by 2034 Amid Rising Data Processing Demand - SRI

London, UK - August 2026 | Strategic Revenue Insights Inc. - With the global datasphere projected by government reports to hit 175 zettabytes, conventional data center bus line bottlenecks are forcing a fundamental paradigm shift away from centralized compute offloading. According to a comprehensive industry study by Strategic Revenue Insights Inc., the global Computational Storage market was valued at USD 2.0 billion in 2025 and is projected to reach USD 10.3 billion by 2034, expanding at a compound annual growth rate (CAGR) of 20.00% over the forecast period.

https://www.strategicrevenueinsights.com/industry/computational-storage-market

Lead analyst Lukas Schmidt highlights that embedding processing power directly into storage subsystems dramatically reduces data movement overheads, power draw, and processing latency. The research methodology synthesizes primary interviews conducted across hardware architects, hyperscale infrastructure managers, and semiconductor vendors, combined with secondary data validation across North America, Europe, Asia Pacific, Latin America, and the Middle East & Africa.

Key Takeaways

Market Growth Trajectory: Valued at USD 2.0 billion in 2025, the global market is set to expand to USD 10.3 billion by 2034, registering a 20.00% CAGR.

Dominant & High-Growth Segments: Computational Storage Drives (CSD) hold the largest share among product types, while AI/ML Inference is the fastest-growing end-use application.

Emerging Technology Trend: Integration of FPGA-Based and ASIC-Based hardware accelerators within storage architectures is enabling real-time processing and enhancing rack power efficiency.

Regional Leadership: North America leads the global landscape due to early technology adoption, while Asia Pacific is recorded as the fastest-growing region backed by massive data center build-outs.

Competitive Landscape: Top market contenders including Samsung, SK hynix (via Solidigm), and Western Digital are driving innovation through specialized controller chips and strategic partnerships.


Full report access: https://www.strategicrevenueinsights.com/industry/computational-storage-market

Architecture Paradigm Shifts Driven by Hyperscale AI and Energy Constraints

The exponential surge in unstructured data generated by IoT ecosystems, video analytics, and corporate digital transformations is placing unprecedented stress on traditional server architectures. To handle heavy AI training and inference workloads, cloud providers are facing rack power densities rising from 50 kW to over 150 kW per rack, making advanced energy and cooling architectures mandatory. Computational storage resolves these bottleneck issues by executing compute functions directly at the drive level, avoiding unnecessary host CPU cycles and minimizing bus transfer traffic.

Concurrently, sustainability imperatives and escalating energy costs are pushing data center operations toward high-efficiency hardware solutions. Minimizing data movement between storage devices and central processing units directly translates to diminished energy consumption and lower carbon footprints. This hardware evolution is further accelerated by massive infrastructure programs, such as the Stargate AI initiative launched in Abilene, Texas in September 2025 with nearly 7 GW of planned capacity, as well as Nvidia's USD 100 billion investment commitment to OpenAI compute build-outs.

Market Segmentation

By Product, the market is categorized into Computational Storage Drives (CSD), Computational Storage Processors (CSP), and Computational Storage Arrays. Computational Storage Drives (CSD) represent the largest segment due to their widespread deployment in enterprise environments and hyperscale facilities requiring plug-and-play storage and inline processing integration. Meanwhile, Computational Storage Processors (CSP) are registering steady adoption across edge computing and video processing applications where flexible co-processing is paramount.

By Technology, the industry is bifurcated into FPGA-Based, ASIC-Based, and Arm/RISC-V SoC-Based platforms. FPGA-Based solutions currently dominate the sector, providing essential algorithmic flexibility and high performance for dynamic edge computing and specialized AI inference workloads. ASIC-Based platforms are rapidly catching up in high-volume hyperscale installations, offering optimal power efficiency and peak performance for static, repetitive computations.

By End-Use Industry, the sector encompasses Hyperscale Data Centers, AI/ML Inference, Edge Computing, Databases & Analytics, and Video Processing. Hyperscale Data Centers constitute the largest overall market segment, fueled by enterprise cloud migrations and foundational workload expansions. Conversely, AI/ML Inference is the fastest-growing end-use sector, impelled by the intense requirement for low-latency pattern recognition and neural network execution directly at the storage level.

Regional Outlook

Geographically, North America currently holds the largest share of the global market, underpinned by early adoption of advanced storage technologies, robust semiconductor R&D infrastructure, and aggressive capital expenditure expansion by tier-one hyperscalers. Asia Pacific is projected to experience the highest growth rate during the forecast period from 2026 to 2034, propelled by sovereign cloud initiatives, expanding localized data center footprints, and massive digital transformation investments across China, Japan, and India. Other covered key markets, including Europe, Latin America, and the Middle East & Africa, are similarly exhibiting accelerated investments as data localization mandates and regional cloud builds take hold.

Competitive Landscape

The competitive dynamic of the computational storage sector is marked by fierce innovation among global semiconductor and memory leaders. Samsung occupies a prime market position, recognized for pioneering advanced storage products tailored for AI/ML inference and large-scale hyperscale infrastructure with a focus on sustainable manufacturing. SK hynix, operating significantly through its Solidigm subsidiary, delivers high-performance computational storage solutions that emphasize extreme energy efficiency and advanced R&D. Western Digital stands out for its robust product portfolio offering streamlined data processing integration, extensive global distribution networks, and targeted strategic technology alliances.

Market Restraints

Despite rapid adoption drivers, market expansion encounters notable restraints, including the high pace of technological iteration which threatens rapid solution obsolescence and demands high continuous R&D capital expenditure. Furthermore, strong competitive pressures from evolving legacy storage architectures - which continue to make incremental strides in speed and cost reduction - create adoption friction in price-sensitive deployment segments.

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Frequently Asked Questions

What is the projected market size of the computational storage industry by 2034?

According to Strategic Revenue Insights Inc., the market is expected to reach USD 10.3 billion by 2034, expanding at a 20.00% CAGR from its USD 2.0 billion base value in 2025.

Which product segment holds the largest share in the computational storage market?

Computational Storage Drives (CSD) dominate the market share owing to their widespread integration across hyperscale data centers and enterprise workloads.

What is the primary factor driving the adoption of computational storage?

The primary growth driver is the exponential expansion of global data from AI and IoT, which requires localized data processing to cut latency, save bandwidth, and lower energy usage.

Which region is anticipated to grow at the fastest CAGR through 2034?

Asia Pacific is projected to record the highest growth rate, driven by accelerating investments in regional data centers and digital transformation projects.

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About Strategic Revenue Insights Inc.

Strategic Revenue Insights Inc., a distinguished subsidiary of SRI Consulting Group Ltd, stands as a premier provider of data-driven market intelligence, empowering organizations globally to navigate complex business landscapes with confidence and precision. Headquartered in London, United Kingdom, our firm specializes in delivering comprehensive syndicated research reports, bespoke consulting solutions, and actionable strategic insights that enable clients to make informed, forward-thinking decisions in an increasingly competitive marketplace.

Our dedicated team of accomplished analysts, strategically positioned in London with an extensive global network, maintains continuous vigilance over evolving market dynamics, identifying emerging trends and uncovering high-potential growth opportunities that drive sustained client success. As an integral component of SRI Consulting Group Ltd, we uphold unwavering commitments to analytical accuracy, clarity of presentation, and practical applicability, assisting organizations in navigating competitive terrain, optimizing strategic initiatives, and accelerating revenue trajectories.

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