Data Center Accelerators

A Global Strategic Business Report

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JUL 2024
EDITION 8
TABLES 99
REGIONS 13
SEGMENTS 7
PAGES 303
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HIGHLIGHTS & REPORT INDEX

Global Data Center Accelerators Market to Reach US$395.1 Billion by 2030

The global market for Data Center Accelerators estimated at US$50.4 Billion in the year 2023, is expected to reach US$395.1 Billion by 2030, growing at a CAGR of 34.2% over the analysis period 2023-2030. Deep Learning Training, one of the segments analyzed in the report, is expected to record a 34.0% CAGR and reach US$238.6 Billion by the end of the analysis period. Growth in the Public Cloud Interface segment is estimated at 31.7% CAGR over the analysis period.

The U.S. Market is Estimated at US$14.7 Billion While China is Forecast to Grow at 32.9% CAGR

The Data Center Accelerators market in the U.S. is estimated at US$14.7 Billion in the year 2023. China, the world`s second largest economy, is forecast to reach a projected market size of US$58.0 Billion by the year 2030 trailing a CAGR of 32.9% over the analysis period 2023-2030. Among the other noteworthy geographic markets are Japan and Canada, each forecast to grow at a CAGR of 30.3% and 29.1% respectively over the analysis period. Within Europe, Germany is forecast to grow at approximately 23.8% CAGR.

Global Data Center Accelerators Market - Key Trends & Drivers Summarized

Data center accelerators are specialized hardware components designed to enhance the performance and efficiency of data centers by offloading and accelerating specific computational tasks. These accelerators include Graphics Processing Units (GPUs), Field Programmable Gate Arrays (FPGAs), and Application-Specific Integrated Circuits (ASICs). Each type of accelerator excels in different applications: GPUs are widely used for parallel processing tasks such as machine learning and artificial intelligence (AI) workloads; FPGAs offer flexibility and reconfigurability for custom processing tasks; and ASICs provide highly optimized performance for specific applications, such as cryptocurrency mining or specific AI inference tasks. By integrating these accelerators, data centers can achieve higher throughput, lower latency, and improved energy efficiency, thereby supporting the growing demand for processing power in modern applications.

The adoption of data center accelerators has been driven by the exponential growth in data generation and the increasing complexity of computational tasks. Traditional Central Processing Units (CPUs) are often insufficient for handling the massive data sets and intensive computations required by applications such as big data analytics, deep learning, and high-performance computing (HPC). Accelerators address these challenges by providing specialized processing capabilities that significantly boost performance. For example, GPUs have become essential in training complex neural networks for AI, enabling faster and more accurate results. Similarly, FPGAs are used in networking and storage applications to accelerate data processing tasks and improve throughput. The integration of these accelerators into data centers not only enhances computational efficiency but also optimizes the overall performance and scalability of data center operations.

The growth in the data center accelerators market is driven by several factors, including advancements in AI and machine learning, the increasing demand for cloud services, and the rise of edge computing. Technological advancements in AI and machine learning are pushing the boundaries of computational requirements, necessitating the use of specialized accelerators to meet performance demands. The rapid expansion of cloud services has led to a surge in data center deployments, with providers seeking to differentiate their offerings through enhanced performance and efficiency enabled by accelerators. Additionally, the proliferation of edge computing, which requires real-time processing of data close to the source, is driving the adoption of accelerators to handle localized data processing tasks. Moreover, strategic collaborations between technology providers and data center operators are fostering the development and deployment of advanced accelerator solutions. As these factors converge, the data center accelerators market is poised for significant growth, driven by the need for enhanced computational capabilities, the evolution of AI and cloud technologies, and the expansion of edge computing infrastructure.

SELECT PLAYERS

IBM Corporation; Microsoft Corporation; Intel Corporation; Microchip Technology, Inc.; NVIDIA Corporation; Microsemi Corporation; Aldec, Inc.; CyrusOne LLC; Netronome; Achronix Semiconductor Corporation; CoreSite Realty Corporation; Dell Technologies, Inc.; One Stop Systems, Inc.; algolux; AT TOKYO Corporation

SEGMENTS

» Processor Type (GPU, CPU, FPGA, ASIC) » Application (Deep Learning Training, Public Cloud Interface, Enterprise Interface)

GEOGRAPHIES

» World » USA » Canada » Japan » China » Europe » France » Germany » Italy » UK » Rest of Europe » Asia-Pacific » Rest of World

I. METHODOLOGY

II. EXECUTIVE SUMMARY

1. MARKET OVERVIEW

Influencer Market Insights

Data Center Business Boom Due to Shift towards Digital Infrastructure

Data Centers Are the Starting Point for Successful Digital Transformation

EXHIBIT: Companies to Witness Higher Velocity of Change in Digital Transformation: Global Digital Transformation Growth (In %) for 2019, 2021 and 2023

Demand for Data Centers Surge as Remote Working Becomes the New Normal

Cloud Data Centers Allow Dynamic Scaling to Accommodate Increase in Remote Working

Data Centers: Information Powerhouses for Modern Day Organizations

An Introduction to Data Center Accelerators

Global Market Prospects & Outlook

GPU Leads Data Center Accelerators Market, FPGA Segment to Witness High Growth

Enterprise Inference: The Fastest Growing Application

Developed Regions Lead Global Data Accelerators Market

Competition

Vendor Activity Revs Up FPGA Space for Datacenter Accelerator Design

Intel Bets Heavily on FPGAs

NVIDIA to Retain Commanding Position

Market Players Intensify Acquisition Efforts to Boost AI Portfolio

Recent Market Activity

Data Center Accelerators – Global Key Competitors Percentage Market Share in 2024 (E)

Competitive Market Presence - Strong/Active/Niche/Trivial for 49 Players Worldwide in 2024 (E)

2. FOCUS ON SELECT PLAYERS

3. MARKET TRENDS & DRIVERS

Increased Investments in Data Center Infrastructure Worldwide Create Fertile Environment for Data Center Accelerators Market

Explosive Growth of IP Traffic Data Center

EXHIBIT: Growing Internet Footprint, the Starting Point for all IP Data Creation: Global Number of Internet Users (In Billion) for Years 2018, 2020, 2022 and 2024

EXHIBIT: Global Mobile Connection Speeds (In Mbps) for Years 2018, 2020, 2022 & 2024

Surging Demand for Cloud-based Services Drives Growth in Data Centers, Driving Growth in Accelerators Market

EXHIBIT: More than 90% of Data Center Traffic Will be from Cloud Based Data Centers: Global Data Center IP Traffic Breakdown (in %) by Cloud and Traditional Data Centers for the Years 2017, 2019 and 2023

EXHIBIT: Key Benefits Driving Adoption of Cloud Services of Large, Medium and Small Businesses

EXHIBIT: Global Public Cloud Services Market (In US$ Billion) for 2019, 2020 and 2023

Big Data Exerts Tremendous Pressure on Data Centers

Emergence of Hyperscale Data Centers in Response to the Big Data Challenge to Present Broad-based Opportunities for the Market

EXHIBIT: Number of Hyperscale Data Centers Worldwide (in Units) for the Period 2015-2023

Rising Demand for AI-Based Services and Growing Use of AI in HPC Data Centers Fuels Market

Accelerators for AI-Based Data Centers

Market to Benefit from Increased Emphasis on Parallel Computing in AI Data Centers

AI-Powered Accelerators Mark Promising Upheaval with Energy-Efficient Datacenters

AI Accelerators Promote Energy Efficiency in Data Centers

Specialized Processors Critical for Efficient ML Workloads

FPGA-based Accelerators Present Tremendous Potential for the Market

With Slowing Down of Moore’s Law, The Rising Need for Coprocessors to Boost Market

Deep Learning Training Emerges as a Key Application of Data Center Accelerators

With 5G Network Transition Poised to Increase Workload of Data Centers, Need for Additional Processing Power to Boost Market

EXHIBIT: With the Promise to Transform the Mobility Experience, 5G is the Road to the Future of Mobile Computing: 5G’s Contribution to Global GDP (In US$ Trillion) for Years 2020, 2025 & 2030

Expanding IoT Ecosystem Makes it Imperative for Data Centers to be IoT Ready, Driving Focus onto Accelerators

EXHIBIT: Global IoT Device Connections ( in Billion) for the Years 2019, 2021, 2023 and 2025

Rise of Non-GPU Options in Edge Inference Space

Accelerators Set to Heat Up Liquid Cooling Arena for Enterprise Datacenters

Role of Accelerators in Green Data Centers

Innovations in Data Center Accelerators Boost Market Prospects

Challenges Confronting Data Center Accelerators Market

4. GLOBAL MARKET PERSPECTIVE

World Recent Past, Current & Future Analysis for GPU by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2023 through 2030 and % CAGR

World 7-Year Perspective for GPU by Geographic Region - Percentage Breakdown of Value Revenues for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2024 & 2030

World Recent Past, Current & Future Analysis for CPU by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2023 through 2030 and % CAGR

World 7-Year Perspective for CPU by Geographic Region - Percentage Breakdown of Value Revenues for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2024 & 2030

World Recent Past, Current & Future Analysis for FPGA by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2023 through 2030 and % CAGR

World 7-Year Perspective for FPGA by Geographic Region - Percentage Breakdown of Value Revenues for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2024 & 2030

World Recent Past, Current & Future Analysis for ASIC by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2023 through 2030 and % CAGR

World 7-Year Perspective for ASIC by Geographic Region - Percentage Breakdown of Value Revenues for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2024 & 2030

World Recent Past, Current & Future Analysis for Deep Learning Training by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2023 through 2030 and % CAGR

World 7-Year Perspective for Deep Learning Training by Geographic Region - Percentage Breakdown of Value Revenues for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2024 & 2030

World Recent Past, Current & Future Analysis for Public Cloud Interface by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2023 through 2030 and % CAGR

World 7-Year Perspective for Public Cloud Interface by Geographic Region - Percentage Breakdown of Value Revenues for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2024 & 2030

World Recent Past, Current & Future Analysis for Enterprise Interface by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2023 through 2030 and % CAGR

World 7-Year Perspective for Enterprise Interface by Geographic Region - Percentage Breakdown of Value Revenues for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2024 & 2030

World Data Center Accelerators Market Analysis of Annual Sales in US$ Million for Years 2014 through 2030

World Recent Past, Current & Future Analysis for Data Center Accelerators by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2023 through 2030 and % CAGR

World 7-Year Perspective for Data Center Accelerators by Geographic Region - Percentage Breakdown of Value Revenues for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets for Years 2024 & 2030

III. MARKET ANALYSIS

UNITED STATES

Data Center Accelerators Market Presence - Strong/Active/Niche/Trivial - Key Competitors in the United States for 2024 (E)

USA Recent Past, Current & Future Analysis for Data Center Accelerators by Processor Type - GPU, CPU, FPGA and ASIC - Independent Analysis of Annual Revenues in US$ Million for the Years 2023 through 2030 and % CAGR

USA 7-Year Perspective for Data Center Accelerators by Processor Type - Percentage Breakdown of Value Revenues for GPU, CPU, FPGA and ASIC for the Years 2024 & 2030

USA Recent Past, Current & Future Analysis for Data Center Accelerators by Application - Deep Learning Training, Public Cloud Interface and Enterprise Interface - Independent Analysis of Annual Revenues in US$ Million for the Years 2023 through 2030 and % CAGR

USA 7-Year Perspective for Data Center Accelerators by Application - Percentage Breakdown of Value Revenues for Deep Learning Training, Public Cloud Interface and Enterprise Interface for the Years 2024 & 2030

CANADA

Canada Recent Past, Current & Future Analysis for Data Center Accelerators by Processor Type - GPU, CPU, FPGA and ASIC - Independent Analysis of Annual Revenues in US$ Million for the Years 2023 through 2030 and % CAGR

Canada 7-Year Perspective for Data Center Accelerators by Processor Type - Percentage Breakdown of Value Revenues for GPU, CPU, FPGA and ASIC for the Years 2024 & 2030

Canada Recent Past, Current & Future Analysis for Data Center Accelerators by Application - Deep Learning Training, Public Cloud Interface and Enterprise Interface - Independent Analysis of Annual Revenues in US$ Million for the Years 2023 through 2030 and % CAGR

Canada 7-Year Perspective for Data Center Accelerators by Application - Percentage Breakdown of Value Revenues for Deep Learning Training, Public Cloud Interface and Enterprise Interface for the Years 2024 & 2030

JAPAN

Data Center Accelerators Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Japan for 2024 (E)

Japan Recent Past, Current & Future Analysis for Data Center Accelerators by Processor Type - GPU, CPU, FPGA and ASIC - Independent Analysis of Annual Revenues in US$ Million for the Years 2023 through 2030 and % CAGR

Japan 7-Year Perspective for Data Center Accelerators by Processor Type - Percentage Breakdown of Value Revenues for GPU, CPU, FPGA and ASIC for the Years 2024 & 2030

Japan Recent Past, Current & Future Analysis for Data Center Accelerators by Application - Deep Learning Training, Public Cloud Interface and Enterprise Interface - Independent Analysis of Annual Revenues in US$ Million for the Years 2023 through 2030 and % CAGR

Japan 7-Year Perspective for Data Center Accelerators by Application - Percentage Breakdown of Value Revenues for Deep Learning Training, Public Cloud Interface and Enterprise Interface for the Years 2024 & 2030

CHINA

Data Center Accelerators Market Presence - Strong/Active/Niche/Trivial - Key Competitors in China for 2024 (E)

China Recent Past, Current & Future Analysis for Data Center Accelerators by Processor Type - GPU, CPU, FPGA and ASIC - Independent Analysis of Annual Revenues in US$ Million for the Years 2023 through 2030 and % CAGR

China 7-Year Perspective for Data Center Accelerators by Processor Type - Percentage Breakdown of Value Revenues for GPU, CPU, FPGA and ASIC for the Years 2024 & 2030

China Recent Past, Current & Future Analysis for Data Center Accelerators by Application - Deep Learning Training, Public Cloud Interface and Enterprise Interface - Independent Analysis of Annual Revenues in US$ Million for the Years 2023 through 2030 and % CAGR

China 7-Year Perspective for Data Center Accelerators by Application - Percentage Breakdown of Value Revenues for Deep Learning Training, Public Cloud Interface and Enterprise Interface for the Years 2024 & 2030

EUROPE

Data Center Accelerators Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Europe for 2024 (E)

Europe Recent Past, Current & Future Analysis for Data Center Accelerators by Processor Type - GPU, CPU, FPGA and ASIC - Independent Analysis of Annual Revenues in US$ Million for the Years 2023 through 2030 and % CAGR

Europe 7-Year Perspective for Data Center Accelerators by Processor Type - Percentage Breakdown of Value Revenues for GPU, CPU, FPGA and ASIC for the Years 2024 & 2030

Europe Recent Past, Current & Future Analysis for Data Center Accelerators by Application - Deep Learning Training, Public Cloud Interface and Enterprise Interface - Independent Analysis of Annual Revenues in US$ Million for the Years 2023 through 2030 and % CAGR

Europe 7-Year Perspective for Data Center Accelerators by Application - Percentage Breakdown of Value Revenues for Deep Learning Training, Public Cloud Interface and Enterprise Interface for the Years 2024 & 2030

Europe Recent Past, Current & Future Analysis for Data Center Accelerators by Geographic Region - France, Germany, Italy, UK and Rest of Europe Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2023 through 2030 and % CAGR

Europe 7-Year Perspective for Data Center Accelerators by Geographic Region - Percentage Breakdown of Value Revenues for France, Germany, Italy, UK and Rest of Europe Markets for Years 2024 & 2030

FRANCE

Data Center Accelerators Market Presence - Strong/Active/Niche/Trivial - Key Competitors in France for 2024 (E)

France Recent Past, Current & Future Analysis for Data Center Accelerators by Processor Type - GPU, CPU, FPGA and ASIC - Independent Analysis of Annual Revenues in US$ Million for the Years 2023 through 2030 and % CAGR

France 7-Year Perspective for Data Center Accelerators by Processor Type - Percentage Breakdown of Value Revenues for GPU, CPU, FPGA and ASIC for the Years 2024 & 2030

France Recent Past, Current & Future Analysis for Data Center Accelerators by Application - Deep Learning Training, Public Cloud Interface and Enterprise Interface - Independent Analysis of Annual Revenues in US$ Million for the Years 2023 through 2030 and % CAGR

France 7-Year Perspective for Data Center Accelerators by Application - Percentage Breakdown of Value Revenues for Deep Learning Training, Public Cloud Interface and Enterprise Interface for the Years 2024 & 2030

GERMANY

Data Center Accelerators Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Germany for 2024 (E)

Germany Recent Past, Current & Future Analysis for Data Center Accelerators by Processor Type - GPU, CPU, FPGA and ASIC - Independent Analysis of Annual Revenues in US$ Million for the Years 2023 through 2030 and % CAGR

Germany 7-Year Perspective for Data Center Accelerators by Processor Type - Percentage Breakdown of Value Revenues for GPU, CPU, FPGA and ASIC for the Years 2024 & 2030

Germany Recent Past, Current & Future Analysis for Data Center Accelerators by Application - Deep Learning Training, Public Cloud Interface and Enterprise Interface - Independent Analysis of Annual Revenues in US$ Million for the Years 2023 through 2030 and % CAGR

Germany 7-Year Perspective for Data Center Accelerators by Application - Percentage Breakdown of Value Revenues for Deep Learning Training, Public Cloud Interface and Enterprise Interface for the Years 2024 & 2030

ITALY

Italy Recent Past, Current & Future Analysis for Data Center Accelerators by Processor Type - GPU, CPU, FPGA and ASIC - Independent Analysis of Annual Revenues in US$ Million for the Years 2023 through 2030 and % CAGR

Italy 7-Year Perspective for Data Center Accelerators by Processor Type - Percentage Breakdown of Value Revenues for GPU, CPU, FPGA and ASIC for the Years 2024 & 2030

Italy Recent Past, Current & Future Analysis for Data Center Accelerators by Application - Deep Learning Training, Public Cloud Interface and Enterprise Interface - Independent Analysis of Annual Revenues in US$ Million for the Years 2023 through 2030 and % CAGR

Italy 7-Year Perspective for Data Center Accelerators by Application - Percentage Breakdown of Value Revenues for Deep Learning Training, Public Cloud Interface and Enterprise Interface for the Years 2024 & 2030

UNITED KINGDOM

Data Center Accelerators Market Presence - Strong/Active/Niche/Trivial - Key Competitors in the United Kingdom for 2024 (E)

UK Recent Past, Current & Future Analysis for Data Center Accelerators by Processor Type - GPU, CPU, FPGA and ASIC - Independent Analysis of Annual Revenues in US$ Million for the Years 2023 through 2030 and % CAGR

UK 7-Year Perspective for Data Center Accelerators by Processor Type - Percentage Breakdown of Value Revenues for GPU, CPU, FPGA and ASIC for the Years 2024 & 2030

UK Recent Past, Current & Future Analysis for Data Center Accelerators by Application - Deep Learning Training, Public Cloud Interface and Enterprise Interface - Independent Analysis of Annual Revenues in US$ Million for the Years 2023 through 2030 and % CAGR

UK 7-Year Perspective for Data Center Accelerators by Application - Percentage Breakdown of Value Revenues for Deep Learning Training, Public Cloud Interface and Enterprise Interface for the Years 2024 & 2030

REST OF EUROPE

Rest of Europe Recent Past, Current & Future Analysis for Data Center Accelerators by Processor Type - GPU, CPU, FPGA and ASIC - Independent Analysis of Annual Revenues in US$ Million for the Years 2023 through 2030 and % CAGR

Rest of Europe 7-Year Perspective for Data Center Accelerators by Processor Type - Percentage Breakdown of Value Revenues for GPU, CPU, FPGA and ASIC for the Years 2024 & 2030

Rest of Europe Recent Past, Current & Future Analysis for Data Center Accelerators by Application - Deep Learning Training, Public Cloud Interface and Enterprise Interface - Independent Analysis of Annual Revenues in US$ Million for the Years 2023 through 2030 and % CAGR

Rest of Europe 7-Year Perspective for Data Center Accelerators by Application - Percentage Breakdown of Value Revenues for Deep Learning Training, Public Cloud Interface and Enterprise Interface for the Years 2024 & 2030

ASIA-PACIFIC

Data Center Accelerators Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Asia-Pacific for 2024 (E)

Asia-Pacific Recent Past, Current & Future Analysis for Data Center Accelerators by Processor Type - GPU, CPU, FPGA and ASIC - Independent Analysis of Annual Revenues in US$ Million for the Years 2023 through 2030 and % CAGR

Asia-Pacific 7-Year Perspective for Data Center Accelerators by Processor Type - Percentage Breakdown of Value Revenues for GPU, CPU, FPGA and ASIC for the Years 2024 & 2030

Asia-Pacific Recent Past, Current & Future Analysis for Data Center Accelerators by Application - Deep Learning Training, Public Cloud Interface and Enterprise Interface - Independent Analysis of Annual Revenues in US$ Million for the Years 2023 through 2030 and % CAGR

Asia-Pacific 7-Year Perspective for Data Center Accelerators by Application - Percentage Breakdown of Value Revenues for Deep Learning Training, Public Cloud Interface and Enterprise Interface for the Years 2024 & 2030

REST OF WORLD

Rest of World Recent Past, Current & Future Analysis for Data Center Accelerators by Processor Type - GPU, CPU, FPGA and ASIC - Independent Analysis of Annual Revenues in US$ Million for the Years 2023 through 2030 and % CAGR

Rest of World 7-Year Perspective for Data Center Accelerators by Processor Type - Percentage Breakdown of Value Revenues for GPU, CPU, FPGA and ASIC for the Years 2024 & 2030

Rest of World Recent Past, Current & Future Analysis for Data Center Accelerators by Application - Deep Learning Training, Public Cloud Interface and Enterprise Interface - Independent Analysis of Annual Revenues in US$ Million for the Years 2023 through 2030 and % CAGR

Rest of World 7-Year Perspective for Data Center Accelerators by Application - Percentage Breakdown of Value Revenues for Deep Learning Training, Public Cloud Interface and Enterprise Interface for the Years 2024 & 2030

IV. COMPETITION

COMPETITIVE METRICS

COMPETITORS (ALPHABETICAL)	% VALIDATED RESEARCH *
Achronix Semiconductor Corporation	%
Advanced Conductor Technologies LLC	%
Africa Data Centres	%
Aldec, Inc.	%
algolux	%
Alphabet International GmbH	%
Aptum Technologies	%
AT TOKYO Corporation	%
BT Global Services PLC	%
CAST, Inc.	%

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