데이터 처리 유닛 시장 규모, 점유율, 동향 분석 리포트 : 유형별, 데이터센터 유형별, 용도별, 지역별 전망과 예측(2024-2031년)

The Global Data Processing Unit Market size is expected to reach $6.1 billion by 2032, rising at a market growth of 27.3% CAGR during the forecast period.

Governments invest in smart city initiatives to create sustainable, livable, and efficient urban environments. DPUs are integral to smart city deployments, supporting traffic management, public safety, environmental monitoring, and energy optimization applications. Consequently, the government segment would acquire nearly, 11% of the total market share by 2032. By processing data from IoT sensors, surveillance cameras, and other sources, DPUs enable real-time analytics, predictive modeling, and automated decision-making, enhancing the quality of life for citizens and driving sustainable urban development.

The major strategies followed by the market participants are Acquisitions as the key developmental strategy to keep pace with the changing demands of end users. For instance, in November, 2023, Broadcom, Inc. took over VMware, Inc, an American cloud computing company. With this acquisition, Broadcom aims to enhance its private and hybrid cloud environments by investing in VMware Cloud Foundation and offering services like VMware Tanzu, Application Networking etc. Moreover, in May, 2022, AMD took over Pensando Systems, an IT services management comapny. This acquisition strengthens AMD's data center product portfolio.

Based on the Analysis presented in the KBV Cardinal matrix; Microsoft Corporation is the forerunners in the Market. In January, 2023, Microsoft announced the acquisition of Fungible, a startup specializing in DPUs for data center infrastructure. This acquisition is part of Microsoft's strategy to enhance its Azure cloud platform with Fungible's DPU technology. Companies such as Broadcom, Inc., NVIDIA Corporation and Intel Corporation are some of the key innovators in Market.

Market Growth Factors

Cloud service providers continuously seek ways to optimize their infrastructure to deliver better customer performance and efficiency. DPUs play a crucial role in offloading specific processing tasks from traditional CPUs and GPUs, thus accelerating critical workloads like AI inference, data analytics, and networking functions within cloud data centers. Adopting DPUs in cloud computing opens opportunities for offering new and innovative services to customers. Therefore, the market is expanding significantly due to the increasing adoption of cloud computing.

Data-driven businesses often deal with complex analytics workloads, including real-time analytics, predictive analytics, machine learning, and artificial intelligence. DPUs are crucial in accelerating real-time data processing tasks, enabling businesses to extract insights, detect patterns, and make decisions in milliseconds or microseconds. Thus, because of the emergence of data-driven business models, the market is anticipated to increase significantly.

Market Restraining Factors

Data breaches or security events affecting DPUs can erode customer, stakeholder, and regulatory trust. Organizations that fail to protect sensitive data processed by DPUs adequately may face reputational damage and legal consequences, eroding trust in their products, services, and brands. Cybercriminals may exploit vulnerabilities in DPUs to gain unauthorized access, steal confidential information, or disrupt critical operations. Thus, data privacy and security concerns can slow down the growth of the market.

Type Outlook

Based on type, the market is classified into ASIC-based, FPGA-based, and SOC-based. The ASIC-based segment acquired 20% revenue share in the market in 2023. ASIC-based DPUs offer customization and optimization opportunities, allowing vendors to tailor hardware designs to specific application requirements. This customization enables ASIC-based DPUs to achieve optimal performance, latency, and resource utilization for targeted workloads.

Data Center Type Outlook

By data center type, the market is categorized into colocation, hyperscale, edge, and others. The colocation segment covered a 26% revenue share in the market in 2023. Colocation facilities offer scalable infrastructure solutions that can accommodate varying levels of demand. By colocating DPUs in these facilities, businesses can easily scale their data processing capabilities to handle growing workloads without investing in additional on-premises hardware. This scalability fosters business growth and agility, driving demand for DPUs to support expanding data processing needs.

Application Outlook

On the basis of application, the market is divided into BFSI, IT & Telecom, government, energy & utilities, and others. The BFSI segment garnered a 20% revenue share in the market in 2023. BFSI segment generates and processes vast amounts of data daily, including transactions, customer information, market data, and regulatory filings. DPUs are essential for handling these data-intensive operations efficiently. They accelerate data processing tasks such as real-time transaction processing, fraud detection, risk analytics, and compliance reporting, enabling financial institutions to manage their operations effectively and make data-driven decisions.

Regional Outlook

Region-wise, the market is analysed across North America, Europe, Asia Pacific, and LAMEA. In 2023, the North America region led the market by generating 40% revenue share. The increasing number of IoT devices, the need for low-latency processing, and the amount of data created at the network edge all contribute to the growth of edge computing in North America. North America is a hub for innovation in AI and ML technologies. As businesses and research institutions in North America continue to invest in AI-driven initiatives, like autonomous vehicles, natural language processing, and predictive analytics, the demand for DPUs optimized for AI workloads increases.

The market is highly competitive, driven by the increasing demand for accelerated data processing in various industries. Key players like NVIDIA, Intel, and AMD are intensifying their focus on DPUs, offering solutions that integrate processing, networking, and security functions. Startups and niche players are also entering the market with specialized DPUs tailored for specific applications. This competition fuels innovation, leading to advancements in DPU architectures, efficiency, and scalability, ultimately benefiting customers with more powerful and versatile data processing capabilities.

Recent Strategies Deployed in the Market

• Mar-2024: Marvell Technology Group Ltd. came into partnership with TSMC, a Taiwanese semiconductor company. The partnership aimed at developing platforms for producing 2mm accelerated infrastructure semiconductors.
• Feb-2024: Kalray and Arm, a British semiconductor manufacturer, partnered to deliver high-performance data processing and AI capabilities. Under the partnership, Arm would integrate its Neoverse Coherent Mesh Network into Kalray's DPU technology, which would facilitate enhanced flexibility, performance, and efficiency across a wide range of applications from cloud to edge computing.
• Dec-2023: Marvell Technology introduced OCTEON 10 CN102 and CN103 DPUs. These DPUs, built on a 5nm process with 64-bit Arm Neoverse N2 core, offer improved performance, power efficiency, and integration features like Ethernet MAC support, PCIe 5.0, and DDR5.
• Nov-2023: Broadcom Inc. announced NetGNT, a neural-network inference engine in its Trident 5-X12 chip. NetGNT enhances network efficiency by analysing traffic patterns, such as AI/ML "incast," in real-time and applying congestion-control techniques.
• Mar-2022: Intel Corporation took over Granulate Cloud Solutions Ltd., an Israel-based developer specializing in real-time continuous optimization software. The acquisition aims to enhance intel's cloud and data center performance business.

List of Key Companies Profiled

• Kalray SA
• Advanced Micro Devices, Inc.
• Marvell Technology Group Ltd.
• Microsoft Corporation
• NVIDIA Corporation
• Yisixin Technology (Shanghai) Co., Ltd.
• Broadcom, Inc.
• Intel Corporation
• YUSUR Technology Co., Ltd.

Global Data Processing Unit Market Report Segmentation

By Type

• FPGA-Based
• SOC-Based
• ASIC-Based

By Data Center Type

• Hyperscale
• Colocation
• Edge
• Others

By Application

• IT & Telecom
• BFSI
• Energy & Utilities
• Government
• Others

By Geography

• North America
  • US
  • Canada
  • Mexico
  • Rest of North America
• Europe
  • Germany
  • UK
  • France
  • Russia
  • Spain
  • Italy
  • Rest of Europe
• Asia Pacific
  • China
  • Japan
  • India
  • South Korea
  • Taiwan
  • Malaysia
  • Rest of Asia Pacific
• LAMEA
  • Brazil
  • Argentina
  • UAE
  • Saudi Arabia
  • South Africa
  • Nigeria
• Rest of LAMEA

Table of Contents

Chapter 1.Market Scope & Methodology

• 1.1Market Definition
• 1.2Objectives
• 1.3Market Scope
• 1.4Segmentation
  • 1.4.1Global Data Processing Unit Market, by Type
  • 1.4.2Global Data Processing Unit Market, by Data Center Type
  • 1.4.3Global Data Processing Unit Market, by Application
  • 1.4.4Global Data Processing Unit Market, by Geography
• 1.5Methodology for the research

Chapter 2.Market at a Glance

• 2.1Key Highlights

Chapter 3.Market Overview

• 3.1Introduction
  • 3.1.1Overview
    • 3.1.1.1Market Composition and Scenario
• 3.2Key Factors Impacting the Market
  • 3.2.1Market Drivers
  • 3.2.2Market Restraints
  • 3.2.3Market Opportunities
  • 3.2.4Market Challenges

Chapter 4.Competition Analysis - Global

• 4.1KBV Cardinal Matrix
• 4.2Recent Industry Wide Strategic Developments
  • 4.2.1Partnerships, Collaborations and Agreements
  • 4.2.2Product Launches and Product Expansions
  • 4.2.3Acquisition and Mergers
• 4.3Market Share Analysis, 2023
• 4.4Top Winning Strategies
  • 4.4.1Key Leading Strategies: Percentage Distribution (2019-2023)
  • 4.4.2Key Strategic Move: (Mergers & Acquisition: 2019, Mar - 2023, Nov) Leading Players
• 4.5Porter Five Forces Analysis

Chapter 5.Global Data Processing Unit Market by Type

• 5.1Global FPGA-Based Market by Region
• 5.2Global SOC-Based Market by Region
• 5.3Global ASIC-Based Market by Region

Chapter 6.Global Data Processing Unit Market by Data Center Type

• 6.1Global Hyperscale Market by Region
• 6.2Global Colocation Market by Region
• 6.3Global Edge Market by Region
• 6.4Global Others Market by Region

Chapter 7.Global Data Processing Unit Market by Application

• 7.1Global IT & Telecom Market by Region
• 7.2Global BFSI Market by Region
• 7.3Global Energy & Utilities Market by Region
• 7.4Global Government Market by Region
• 7.5Global Others Market by Region

Chapter 8.Global Data Processing Unit Market by Region

• 8.1North America Data Processing Unit Market
  • 8.1.1North America Data Processing Unit Market by Type
    • 8.1.1.1North America FPGA-Based Market by Country
    • 8.1.1.2North America SOC-Based Market by Country
    • 8.1.1.3North America ASIC-Based Market by Country
  • 8.1.2North America Data Processing Unit Market by Data Center Type
    • 8.1.2.1North America Hyperscale Market by Country
    • 8.1.2.2North America Colocation Market by Country
    • 8.1.2.3North America Edge Market by Country
    • 8.1.2.4North America Others Market by Country
  • 8.1.3North America Data Processing Unit Market by Application
    • 8.1.3.1North America IT & Telecom Market by Country
    • 8.1.3.2North America BFSI Market by Country
    • 8.1.3.3North America Energy & Utilities Market by Country
    • 8.1.3.4North America Government Market by Country
    • 8.1.3.5North America Others Market by Country
  • 8.1.4North America Data Processing Unit Market by Country
    • 8.1.4.1US Data Processing Unit Market
      • 8.1.4.1.1US Data Processing Unit Market by Type
      • 8.1.4.1.2US Data Processing Unit Market by Data Center Type
      • 8.1.4.1.3US Data Processing Unit Market by Application
    • 8.1.4.2Canada Data Processing Unit Market
      • 8.1.4.2.1Canada Data Processing Unit Market by Type
      • 8.1.4.2.2Canada Data Processing Unit Market by Data Center Type
      • 8.1.4.2.3Canada Data Processing Unit Market by Application
    • 8.1.4.3Mexico Data Processing Unit Market
      • 8.1.4.3.1Mexico Data Processing Unit Market by Type
      • 8.1.4.3.2Mexico Data Processing Unit Market by Data Center Type
      • 8.1.4.3.3Mexico Data Processing Unit Market by Application
    • 8.1.4.4Rest of North America Data Processing Unit Market
      • 8.1.4.4.1Rest of North America Data Processing Unit Market by Type
      • 8.1.4.4.2Rest of North America Data Processing Unit Market by Data Center Type
      • 8.1.4.4.3Rest of North America Data Processing Unit Market by Application
• 8.2Europe Data Processing Unit Market
  • 8.2.1Europe Data Processing Unit Market by Type
    • 8.2.1.1Europe FPGA-Based Market by Country
    • 8.2.1.2Europe SOC-Based Market by Country
    • 8.2.1.3Europe ASIC-Based Market by Country
  • 8.2.2Europe Data Processing Unit Market by Data Center Type
    • 8.2.2.1Europe Hyperscale Market by Country
    • 8.2.2.2Europe Colocation Market by Country
    • 8.2.2.3Europe Edge Market by Country
    • 8.2.2.4Europe Others Market by Country
  • 8.2.3Europe Data Processing Unit Market by Application
    • 8.2.3.1Europe IT & Telecom Market by Country
    • 8.2.3.2Europe BFSI Market by Country
    • 8.2.3.3Europe Energy & Utilities Market by Country
    • 8.2.3.4Europe Government Market by Country
    • 8.2.3.5Europe Others Market by Country
  • 8.2.4Europe Data Processing Unit Market by Country
    • 8.2.4.1Germany Data Processing Unit Market
      • 8.2.4.1.1Germany Data Processing Unit Market by Type
      • 8.2.4.1.2Germany Data Processing Unit Market by Data Center Type
      • 8.2.4.1.3Germany Data Processing Unit Market by Application
    • 8.2.4.2UK Data Processing Unit Market
      • 8.2.4.2.1UK Data Processing Unit Market by Type
      • 8.2.4.2.2UK Data Processing Unit Market by Data Center Type
      • 8.2.4.2.3UK Data Processing Unit Market by Application
    • 8.2.4.3France Data Processing Unit Market
      • 8.2.4.3.1France Data Processing Unit Market by Type
      • 8.2.4.3.2France Data Processing Unit Market by Data Center Type
      • 8.2.4.3.3France Data Processing Unit Market by Application
    • 8.2.4.4Russia Data Processing Unit Market
      • 8.2.4.4.1Russia Data Processing Unit Market by Type
      • 8.2.4.4.2Russia Data Processing Unit Market by Data Center Type
      • 8.2.4.4.3Russia Data Processing Unit Market by Application
    • 8.2.4.5Spain Data Processing Unit Market
      • 8.2.4.5.1Spain Data Processing Unit Market by Type
      • 8.2.4.5.2Spain Data Processing Unit Market by Data Center Type
      • 8.2.4.5.3Spain Data Processing Unit Market by Application
    • 8.2.4.6Italy Data Processing Unit Market
      • 8.2.4.6.1Italy Data Processing Unit Market by Type
      • 8.2.4.6.2Italy Data Processing Unit Market by Data Center Type
      • 8.2.4.6.3Italy Data Processing Unit Market by Application
    • 8.2.4.7Rest of Europe Data Processing Unit Market
      • 8.2.4.7.1Rest of Europe Data Processing Unit Market by Type
      • 8.2.4.7.2Rest of Europe Data Processing Unit Market by Data Center Type
      • 8.2.4.7.3Rest of Europe Data Processing Unit Market by Application
• 8.3Asia Pacific Data Processing Unit Market
  • 8.3.1Asia Pacific Data Processing Unit Market by Type
    • 8.3.1.1Asia Pacific FPGA-Based Market by Country
    • 8.3.1.2Asia Pacific SOC-Based Market by Country
    • 8.3.1.3Asia Pacific ASIC-Based Market by Country
  • 8.3.2Asia Pacific Data Processing Unit Market by Data Center Type
    • 8.3.2.1Asia Pacific Hyperscale Market by Country
    • 8.3.2.2Asia Pacific Colocation Market by Country
    • 8.3.2.3Asia Pacific Edge Market by Country
    • 8.3.2.4Asia Pacific Others Market by Country
  • 8.3.3Asia Pacific Data Processing Unit Market by Application
    • 8.3.3.1Asia Pacific IT & Telecom Market by Country
    • 8.3.3.2Asia Pacific BFSI Market by Country
    • 8.3.3.3Asia Pacific Energy & Utilities Market by Country
    • 8.3.3.4Asia Pacific Government Market by Country
    • 8.3.3.5Asia Pacific Others Market by Country
  • 8.3.4Asia Pacific Data Processing Unit Market by Country
    • 8.3.4.1China Data Processing Unit Market
      • 8.3.4.1.1China Data Processing Unit Market by Type
      • 8.3.4.1.2China Data Processing Unit Market by Data Center Type
      • 8.3.4.1.3China Data Processing Unit Market by Application
    • 8.3.4.2Japan Data Processing Unit Market
      • 8.3.4.2.1Japan Data Processing Unit Market by Type
      • 8.3.4.2.2Japan Data Processing Unit Market by Data Center Type
      • 8.3.4.2.3Japan Data Processing Unit Market by Application
    • 8.3.4.3India Data Processing Unit Market
      • 8.3.4.3.1India Data Processing Unit Market by Type
      • 8.3.4.3.2India Data Processing Unit Market by Data Center Type
      • 8.3.4.3.3India Data Processing Unit Market by Application
    • 8.3.4.4South Korea Data Processing Unit Market
      • 8.3.4.4.1South Korea Data Processing Unit Market by Type
      • 8.3.4.4.2South Korea Data Processing Unit Market by Data Center Type
      • 8.3.4.4.3South Korea Data Processing Unit Market by Application
    • 8.3.4.5Taiwan Data Processing Unit Market
      • 8.3.4.5.1Taiwan Data Processing Unit Market by Type
      • 8.3.4.5.2Taiwan Data Processing Unit Market by Data Center Type
      • 8.3.4.5.3Taiwan Data Processing Unit Market by Application
    • 8.3.4.6Malaysia Data Processing Unit Market
      • 8.3.4.6.1Malaysia Data Processing Unit Market by Type
      • 8.3.4.6.2Malaysia Data Processing Unit Market by Data Center Type
      • 8.3.4.6.3Malaysia Data Processing Unit Market by Application
    • 8.3.4.7Rest of Asia Pacific Data Processing Unit Market
      • 8.3.4.7.1Rest of Asia Pacific Data Processing Unit Market by Type
      • 8.3.4.7.2Rest of Asia Pacific Data Processing Unit Market by Data Center Type
      • 8.3.4.7.3Rest of Asia Pacific Data Processing Unit Market by Application
• 8.4LAMEA Data Processing Unit Market
  • 8.4.1LAMEA Data Processing Unit Market by Type
    • 8.4.1.1LAMEA FPGA-Based Market by Country
    • 8.4.1.2LAMEA SOC-Based Market by Country
    • 8.4.1.3LAMEA ASIC-Based Market by Country
  • 8.4.2LAMEA Data Processing Unit Market by Data Center Type
    • 8.4.2.1LAMEA Hyperscale Market by Country
    • 8.4.2.2LAMEA Colocation Market by Country
    • 8.4.2.3LAMEA Edge Market by Country
    • 8.4.2.4LAMEA Others Market by Country
  • 8.4.3LAMEA Data Processing Unit Market by Application
    • 8.4.3.1LAMEA IT & Telecom Market by Country
    • 8.4.3.2LAMEA BFSI Market by Country
    • 8.4.3.3LAMEA Energy & Utilities Market by Country
    • 8.4.3.4LAMEA Government Market by Country
    • 8.4.3.5LAMEA Others Market by Country
  • 8.4.4LAMEA Data Processing Unit Market by Country
    • 8.4.4.1Brazil Data Processing Unit Market
      • 8.4.4.1.1Brazil Data Processing Unit Market by Type
      • 8.4.4.1.2Brazil Data Processing Unit Market by Data Center Type
      • 8.4.4.1.3Brazil Data Processing Unit Market by Application
    • 8.4.4.2Argentina Data Processing Unit Market
      • 8.4.4.2.1Argentina Data Processing Unit Market by Type
      • 8.4.4.2.2Argentina Data Processing Unit Market by Data Center Type
      • 8.4.4.2.3Argentina Data Processing Unit Market by Application
    • 8.4.4.3UAE Data Processing Unit Market
      • 8.4.4.3.1UAE Data Processing Unit Market by Type
      • 8.4.4.3.2UAE Data Processing Unit Market by Data Center Type
      • 8.4.4.3.3UAE Data Processing Unit Market by Application
    • 8.4.4.4Saudi Arabia Data Processing Unit Market
      • 8.4.4.4.1Saudi Arabia Data Processing Unit Market by Type
      • 8.4.4.4.2Saudi Arabia Data Processing Unit Market by Data Center Type
      • 8.4.4.4.3Saudi Arabia Data Processing Unit Market by Application
    • 8.4.4.5South Africa Data Processing Unit Market
      • 8.4.4.5.1South Africa Data Processing Unit Market by Type
      • 8.4.4.5.2South Africa Data Processing Unit Market by Data Center Type
      • 8.4.4.5.3South Africa Data Processing Unit Market by Application
    • 8.4.4.6Nigeria Data Processing Unit Market
      • 8.4.4.6.1Nigeria Data Processing Unit Market by Type
      • 8.4.4.6.2Nigeria Data Processing Unit Market by Data Center Type
      • 8.4.4.6.3Nigeria Data Processing Unit Market by Application
    • 8.4.4.7Rest of LAMEA Data Processing Unit Market
      • 8.4.4.7.1Rest of LAMEA Data Processing Unit Market by Type
      • 8.4.4.7.2Rest of LAMEA Data Processing Unit Market by Data Center Type
      • 8.4.4.7.3Rest of LAMEA Data Processing Unit Market by Application

Chapter 9.Company Profiles

• 9.1Kalray SA
  • 9.1.1Company Overview
  • 9.1.2Financial Analysis
  • 9.1.3Recent strategies and developments:
    • 9.1.3.1Partnerships, Collaborations, and Agreements:
    • 9.1.3.2Product Launches and Product Expansions:
• 9.2Yisixin Technology (Shanghai) Co., Ltd. (Resnics)
  • 9.2.1Company Overview
• 9.3YUSUR Technology Co., Ltd.
  • 9.3.1Company Overview
• 9.4Advanced Micro Devices, Inc.
  • 9.4.1Company Overview
  • 9.4.2Financial Analysis
  • 9.4.3Segmental and Regional Analysis
  • 9.4.4Research & Development Expenses
  • 9.4.5Recent strategies and developments:
    • 9.4.5.1Acquisition and Mergers:
  • 9.4.6SWOT Analysis
• 9.5Marvell Technology Group Ltd.
  • 9.5.1Company Overview
  • 9.5.2Financial Analysis
  • 9.5.3Regional Analysis
  • 9.5.4Research & Development Expense
  • 9.5.5Recent strategies and developments:
    • 9.5.5.1Partnerships, Collaborations, and Agreements:
    • 9.5.5.2Product Launches and Product Expansions:
    • 9.5.5.3Acquisition and Mergers:
  • 9.5.6SWOT Analysis
• 9.6Microsoft Corporation
  • 9.6.1Company Overview
  • 9.6.2Financial Analysis
  • 9.6.3Segmental and Regional Analysis
  • 9.6.4Research & Development Expenses
  • 9.6.5Recent strategies and developments:
    • 9.6.5.1Acquisition and Mergers:
  • 9.6.6SWOT Analysis
• 9.7NVIDIA Corporation
  • 9.7.1Company Overview
  • 9.7.2Financial Analysis
  • 9.7.3Segmental and Regional Analysis
  • 9.7.4Research & Development Expenses
  • 9.7.5Recent strategies and developments:
    • 9.7.5.1Product Launches and Product Expansions:
    • 9.7.5.2Acquisition and Mergers:
  • 9.7.6SWOT Analysis
• 9.8Broadcom, Inc.
  • 9.8.1Company Overview
  • 9.8.2Financial Analysis
  • 9.8.3Segmental and Regional Analysis
  • 9.8.4Research & Development Expense
  • 9.8.5Recent strategies and developments:
    • 9.8.5.1Product Launches and Product Expansions:
    • 9.8.5.2Acquisition and Mergers:
  • 9.8.6SWOT Analysis
• 9.9Intel Corporation
  • 9.9.1Company Overview
  • 9.9.2Financial Analysis
  • 9.9.3Segmental and Regional Analysis
  • 9.9.4Research & Development Expenses
  • 9.9.5Recent strategies and developments:
    • 9.9.5.1Acquisition and Mergers:
  • 9.9.6SWOT Analysis

Chapter 10.Winning Imperatives for Data Processing Unit Market