Data Center GPU Market Size, Share & Trends, 2025 To 2030

The data center GPU market is projected to reach USD 228.04 billion by 2030 from USD 119.97 billion in 2025, at a CAGR of 13.7% from 2025 to 2030. The rising use of machine learning (ML) and artificial intelligence (AI) drives demand for high-performance datacenter GPUs. Applications like fraud detection, autonomous vehicles, recommendation systems, and natural language processing require strong parallel processing capabilities, making accelerated computing essential for data centers an in turn are drivng market growth.

KEY TAKEAWAYS

• The North America data center GPU market accounted for a 36.2% revenue share in 2024.
• By deployment, the on-premises segment is expected to register the highest CAGR of 15.7%.
• By function, the inference segment is projected to grow at the fastest rate from 2025 to 2030.
• By end-user, the enteprises segment will grow the fastest during the forecast period.
• By application, the generative AI segment is expected to dominate the market, growing at the highest CAGR of 14.9%.

 

The data center GPU market is experiencing robust expansion, fueled by the accelerating adoption of artificial intelligence (AI), machine learning (ML), and high-performance computing (HPC) workloads across industries. The growing need for parallel processing, low latency, and high computational throughput is driving the integration of advanced GPUs in hyperscale and enterprise data centers. Strategic developments such as NVIDIA’s partnerships with major cloud providers like Amazon Web Services (AWS) and Microsoft Azure, AMD’s launch of the Instinct MI300 series, and Intel’s investments in GPU-based accelerator architectures are transforming the competitive landscape.

Today’s revenue sources, which include technologies such as machine-to-machine (M2M) communication and deep learning, are gradually giving way to newer, high-value opportunities driven by rapid advancements in computing and AI. The market is shifting toward large language models, high-performance computing (HPC), and the rise of autonomous vehicles, which are emerging as the key growth areas shaping the future revenue mix. These developments are enabling transformative technologies such as generative AI, AI inference at the edge, data center virtualization, cloud gaming, HPC, and cryptocurrency mining. As these innovations mature, their influence extends to major industries including enterprise and financial services, manufacturing, healthcare, government, and private entities. This evolution is leading to a notable revenue shift among clients, who are increasingly focusing on AI-powered solutions, real-time AI applications, cloud-based healthcare platforms, advanced scientific research, digital twins, and the expanding metaverse economy

The data center GPU ecosystem comprises a tightly connected network of players spanning the entire value chain from raw material suppliers to end users. At the foundation are raw material suppliers such as SMC Global, Applied Materials, and SK Inc. Materials, which provide essential components and materials for chip fabrication. These feed into foundries like TSMC, Samsung, and GlobalFoundries, responsible for manufacturing the semiconductor wafers that form the backbone of GPUs. Data center GPU manufacturers such as NVIDIA, AMD, and Intel design and develop the core GPU architectures that power AI, high-performance computing, and data analytics workloads. These GPUs are then integrated by server OEMs and ODMs, including Dell Technologies, Hewlett Packard Enterprise, GIGABYTE, Inventec, and Quanta Computer, into scalable computing systems tailored for enterprise and cloud data centers. Finally, end users, primarily hyperscalers such as Amazon Web Services (AWS), Microsoft, and Google Cloud, deploy these GPU-powered infrastructures to run AI training, data analytics, and cloud-based applications. Together, this ecosystem enables continuous innovation and performance scaling across global data center operations.

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Asia Pacific to be fastest-growing region in global data center GPU market during forecast period

The Asia Pacific region is expected to see significant growth in the data center GPU market due to rapid digitalization, increasing AI adoption, and expanding cloud infrastructure in countries like China, India, Japan, South Korea, and Southeast Asia. China leads with its "New Infrastructure" policy, promoting AI and cloud computing. Major companies, including Alibaba Cloud, Tencent Cloud, and Baidu, are utilizing high-performance GPUs for AI model training, with Baidu's PaddlePaddle relying on NVIDIA GPUs. In India, Google Cloud and Microsoft Azure are building GPU-backed data centers for startups, while South Korea's Naver and Kakao, along with Japan’s Fujitsu and NEC, are advancing AI initiatives. Collaborations with NVIDIA and AMD are further enhancing GPU-based cloud services. Overall, the region's data center GPU market is positioned for substantial growth, driven by government initiatives and rising demand for AI applications.

3D Printing Robot Market Size, Share & Trends, 2025 To 2030

The 3D printing robot market is projected to reach USD 3.14 billion by 2030 from USD 2.00 billion in 2025, at a CAGR of 9.5% from 2025 to 2030. Growth is driven by the increasing integration of robotics with additive manufacturing to enable automated, high-precision production across industries such as aerospace, automotive, construction, and healthcare. The demand for customized components, lightweight structures, and on-demand manufacturing is accelerating adoption, while advancements in robotic arms, multi-axis printing, and AI-based design optimization are enhancing productivity and scalability in industrial 3D printing applications.

KEY TAKEAWAYS

• The North America 3D printing robot market accounted for a 39.8% revenue share in 2024.
• By component, the service segment is expected to register the highest CAGR of 28.5%.
• By Robot Type, the scara robot segment is projected to grow at the fastest rate from 2025 to 2030.
• By end-use industry, the automotive segment will grow the fastest during the forecast period.
• By application, the functional part manufacturing segment is expected to dominate the market, growing at the highest CAGR of 11.5%.

 

The 3D printing robot market is witnessing strong growth, driven by the rising convergence of robotics and additive manufacturing to enable faster, more flexible, and automated production processes. Increasing adoption in sectors such as aerospace, automotive, construction, and healthcare is fueling demand for robotic 3D printers capable of producing complex, large-scale, and customized components with high precision. Industry advancements, including ABB’s robotic additive manufacturing solutions, KUKA’s integration of multi-axis robotic arms for metal printing, and MX3D’s large-format robotic printing systems, are reshaping the manufacturing landscape by improving scalability, reducing material waste, and accelerating time-to-market for next-generation products

The 3D printing robotics ecosystem is undergoing a structural transformation as revenue streams shift from conventional desktop and fixed-platform printers to advanced, intelligent, and automated printing systems. Emerging technologies such as M2M integration, multi-axis robotic printing, AI-based print optimization, and collaborative robotic systems are redefining manufacturing workflows. These innovations are catalyzing new revenue opportunities across industries — from autonomous aerospace component production and rapid tooling in automotive to large-scale robotic construction and personalized healthcare applications. As clients increasingly adopt on-demand and in-situ fabrication models, value creation is moving toward automation, flexibility, and material innovation, driving a new generation of smart, interconnected manufacturing ecosystems

Companies in the market offer 3D printing robots suitable for various applications such as automotive, FMCG, construction, culinary, among others. Prominent 3D printing robot providers include KUKA AG (Germany), ABB (Switzerland), Yaskawa Electric Corporation (Japan), FANUC Corporation (Japan), Universal Robots A/S (Denmark).

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Asia Pacific to be fastest-growing region in global data center GPU market during forecast period

Asia Pacific is expected to register the highest compound annual growth rate (CAGR) for the 3D printing robot market during the forecast period, with the region being driven by rapid industrialization, strong government initiatives towards advanced manufacturing, and increasing adoption of automation technologies in the dominant industries. China, Japan, South Korea, and India are investing significantly in smart manufacturing programs, thus driving the adoption of robotic 3D printing solutions.

 

Containerized Battery Energy Storage System (BESS) Market Size, Share & Trends - Global Forecast to 2030

The global containerized BESS market is projected to grow from USD 13.87 billion in 2025 to USD 35.82 billion by 2030, at a CAGR of 20.9%. This robust growth is fueled by the increasing integration of renewable energy sources, the rising demand for grid flexibility, and the need for reliable backup power across residential, commercial, and utility sectors. As global focus intensifies on decarbonization, grid modernization, and electrification, containerized BESS is emerging as a key enabler of the clean energy transition. Supportive policies, renewable integration mandates, and large-scale utility investments are expected to sustain market momentum through the decade's end.             

KEY TAKEAWAYS

• Asia Pacific dominated the market with a 52.9% market share in 2024.
• The lithium-ion battery type segment is expected to hold the largest market share in 2030.
• Medium-capacity systems (1,000–5,000 kWh) are anticipated to gain the largest market size during the forecast period.
• Modular 20-feet containers are expected to grow with the highest CAGR of 23.1% during the forecast period.
• Commercial & Industrial applications to grow with the fastest CAGR of 22.1%.
• Tesla, BYD, and Contemporary Amperex Technology Co., Limited,were identified as Star players in the Containerized BESS market, as they have focused on innovation and have broad industry coverage, and strong operational & financial strength.
• Alpha ESS, TLS Offshore Containers, and Shanghai OE Industrial have distinguished themselves among startups and SMEs due to their strong product portfolio and business strategy

 

The containerized BESS market is poised for robust growth, due to the rising demand for grid-scale energy storage, renewable integration, and commercial & industrial energy management. Lithium-ion batteries dominate, supported by modular container designs for scalable deployment across residential, commercial, and utility applications. Asia Pacific is the fastest-growing region, fueled by industrialization, government incentives, and large renewable projects. Declining battery costs, technological advancements, and a focus on sustainability and energy resilience also support the adoption of containerized BESS.

The containerized BESS market is growing rapidly, driven by increasing demand for flexible and scalable storage solutions amid ongoing grid modernization, the global shift toward low-carbon energy, and the rising use of lithium-ion batteries in renewable integration. Continued innovation in battery technologies and system integration is expected to open new revenue streams, especially in emerging markets and fast-developing energy ecosystems.

The high power and energy density requirements have led to a rise in demand for reliable and safe battery use in different industries. The advent of electric vehicles, renewable energy storage systems, and consumer electronics has been driving investments in the field of batteries, from incumbents and new players. With the rise in the adoption of electronic devices, the demand for containerized BESS has also grown significantly. There are several participants in the ecosystem of batteries, and each participant has a specific and vital role. Participants include Li-on battery manufacturers, metal-air battery manufacturers, solid-state battery manufacturers, containerized BESS manufacturers, component providers, system integrators, and battery recycling companies.

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During the forecast period, Asia is expected to be the fastest-growing region in the global containerized BESS market

Asia Pacific is expected to register the highest CAGR in the containerized BESS market based on its status as the global battery manufacturing hub, rapid industrialization, and government support in clean energy transformation. China, South Korea, Japan, and India are leaders in battery manufacturing with key players, such as CATL, BYD, LG Energy Solution, and Samsung SDI, which provide strong supply chains, cost savings, and technology innovation for containerized BESS solutions.

Data Center Interconnect Market Size, Share & Trends - Global Forecast to 2030

The data center interconnect market is projected to reach USD 25.89 billion in 2030 from USD 15.38 billion in 2025, growing at a CAGR of 11.0% from 2025 to 2030. Data center interconnect (DCI) refers to the networking technology that links two or more data centers to enable seamless data, workload, and application exchange. The market is gaining momentum due to the surging adoption of cloud services, AI/ML workloads, and edge computing, which require ultra-low latency and high-bandwidth links. Additionally, the rise of hyperscale data centers and the growing need for disaster recovery, business continuity, and workload mobility are fueling adoption.

KEY TAKEAWAYS

• The Asia Pacific data center interconnect market accounted for a 35.1% revenue share in 2024.
• By type, the services segment is expected to register the highest CAGR of 12.5%.
• By application, the real-time disaster recovery and business continuity segment is expected to dominate the market.
• By end user, the enterprises segment is projected to grow at the fastest rate from 2025 to 2030.
• Ciena Corporation, Huawei Technologies Co., Ltd., Cisco Systems, Inc. were identified as some of the star players in the data center interconnect market, given their strong market share and product footprint.
• Adtran and Ribbon Communications Operating Company, Inc., among others, have distinguished themselves among startups and SMEs by securing strong footholds in specialized niche areas, underscoring their potential as emerging market leaders.

The data center interconnect industry is set for strong growth over the coming years, driven by the convergence of cloud computing, AI/ML workloads, and edge deployments that demand high-capacity, low-latency connectivity between geographically dispersed data centers. Rising adoption of hybrid and multi-cloud strategies, coupled with increasing regulatory requirements for data localization and business continuity, further accelerate investment in DCI solutions. Additionally, advancements in optical transport technologies, SDN-enabled automation, and 400G/800G innovations expand scalability and efficiency, making DCI a critical enabler of digital transformation across enterprises and hyperscale environments.

The data center interconnect ecosystem thrives on a well-integrated ecosystem of hardware manufacturers, software vendors, connectivity service providers, and diverse end users. Each stakeholder is vital in enabling high-speed, secure, and scalable interconnectivity across data centers to meet growing demands for cloud computing, content delivery, and disaster recovery. The synergy between these participants ensures performance optimization, cost efficiency, and operational flexibility across metro and long-haul DCI deployments.

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Asia Pacific to be fastest-growing region in global data center interconnect market during forecast period

Asia Pacific is poised to exhibit the highest CAGR in the data center interconnect market, driven by rapid cloud adoption, data localization mandates, and massive hyperscale investments in China, India, and Southeast Asia. Governments and enterprises in the region accelerate digital transformation, creating strong demand for high-performance interconnects. With its expanding internet economy and growing ecosystem of cloud and content providers, the region represents the largest and fastest-growing regional market.

 

Precision Aquaculture Market Size, Share & Trends - Global Forecast to 2030

The global precision aquaculture market is projected to grow from USD 0.85 billion in 2025 to USD 1.43 billion by 2030, at a CAGR of 11.1%. The growing use of advanced ROVs with high-resolution cameras and environmental sensors is driving the market. These systems allow real-time monitoring of fish health, net integrity, and feeding behaviour. When integrated with AI and cloud analytics, ROVs support predictive maintenance and performance optimization with minimal manual input. This reduces diver dependency, enhances operational efficiency, and enables early issue detection. As large-scale and offshore farms seek smarter, safer, and more efficient solutions, ROVs have become essential tools, accelerating their adoption and playing a pivotal role in advancing automation and productivity across the precision aquaculture sector.

KEY TAKEAWAYS

• The precision aquaculture market features hardware, software, and services, with hardware leading in real-time data collection via sensors and cameras. Software boosts efficiency with AI analytics, while services ensure technology integration and maintenance.
• By system type, smart feeding systems lead by optimizing feed use, while monitoring systems track water quality and fish health. Underwater ROVs enable inspections, and other systems support niche applications.
• Feed optimization reduces costs, monitoring enhances security, and yield analysis improves productivity. Other applications, like disease prediction, support sustainability.
• Open aquaculture farms dominate with cost-effective technologies, while RAS farms grow rapidly due to biosecurity and water recycling. Both segments meet demand for sustainable production.
• Europe is estimated to lead the precision aquaculture market, driven by advanced salmon farming in Norway, Scotland, and Iceland. Strong regulations, high demand for quality-certified seafood, and a skilled workforce support technology adoption. The presence of leading companies, robust R&D, and EU-backed digital initiatives further strengthens its position in smart aquaculture solutions.
• The precision aquaculture market features major players, such as AKVA Group (Norway), ScaleAQ (Norway), Skretting (Norway), Innovasea Systems Inc. (US), and Aquabyte (US). These players have incorporated various organic and inorganic growth strategies, including collaborations, acquisitions, product launches, partnerships, expansions, and agreements to strengthen their international footprint and capture a greater share in the precision aquaculture market.

 

Opportunities in the precision aquaculture market are growing due to strategic acquisitions and rising demand for integrated, data-driven farm management solutions. Innovasea Systems’ acquisition of UK-based Aquanetix enhances end-to-end farm visibility and operational efficiency across over 200 farms in 31 countries. Expansion into the Mediterranean and Middle Eastern markets strengthens local service capabilities and taps emerging growth areas. With increasing digitalization in aquaculture, companies focusing on regional penetration and platform integration are well-positioned to drive adoption of precision farming technologies.

The precision aquaculture industry is being transformed by AI-powered analytics, IoT, automated feeding systems, and underwater ROVs, enabling real-time monitoring, improved yield predictability, and greater operational efficiency. Sensors and cloud platforms support remote farm management, while stringent regulations drive adoption of early disease detection and proactive health measures. Emerging Farm-as-a-Service models and outcome-based pricing are making precision tools more accessible, accelerating digitalization, and promoting sustainable aquaculture practices.

The precision aquaculture ecosystem involves identifying and analyzing interconnected relationships among stakeholders, including hardware manufacturers, software and service providers, distributors, and end users. Hardware manufacturers supply essential equipment like sensors and feeders, while software and service providers offer AI-driven analytics and monitoring solutions to optimize farm operations. Distributors facilitate the supply chain between manufacturers and end users, such as aquaculture farms, enhancing efficiency and supporting sustainable production practices.

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Asia Pacific to hold the largest market share in the global precision aquaculture market during the forecast period

The Asia Pacific precision aquaculture market is expected to grow at the highest CAGR due to the region's leading role in global aquaculture, rising demand for sustainable and efficient farming, and rapid adoption of smart technologies like IoT monitoring, automated feeding, and RAS systems. Supportive government initiatives, growing seafood consumption, and partnerships between local startups and global tech providers are further driving adoption, while export opportunities and sustainability certifications reinforce the need for precision solutions.

 

 

AI Data Center Market Size, Share & Trends, 2025 To 2030

The global AI data center market is anticipated to grow from USD 236.44 billion in 2025 to USD 933.76 billion by 2030, at a CAGR of 31.6%. The market is driven by surging demand for AI workloads, hyperscaler investments, rapid adoption of cloud computing, and the need for energy-efficient, high-performance infrastructure.

KEY TAKEAWAYS

• The North American AI Data Center market accounted for 36.7% revenue share in 2024.
• By Offering, compute server is expected to grow at the fastest rate from 2025 to 2030.
• By Data Center Type, the colocation data center is expected to register the highest CAGR of 37.2%
• By Deployment, the hybrid segment is projected to grow at the fastest rate from 2025 to 2030.
• By Application, the generative AI segment is expected to dominate the market.
• By End User, enterprises segment is projected to grow at the fastest rate from 2025 to 2030.
• Dell Inc. (US), Hewlett Packard Enterprise Development LP (US), Lenovo (US), Huawei Technologies Co., Ltd (China), were identified as some of the star players in the AI data center market (global), given their strong market share and product footprint.
• Submer (Germany), Iceotope (UK) and LiquidStack Holding B.V. (Netherlands) among others, have distinguished themselves among startups and SMEs by securing strong footholds in specialized niche areas, underscoring their potential as emerging market leaders.

 

The AI data center market is expanding rapidly as rising AI workloads and data-intensive applications drive demand for high-performance infrastructure and advanced analytics. This growth is further supported by government spending and regulatory policies that encourage the development of AI-optimized facilities. Along with this, the rise of AI-as-a-Service (AIaaS) is widening adoption across enterprises, including smaller businesses.

Several trends and disruptions are reshaping the AI data center landscape and directly impacting customer business models, revenue streams, and technology adoption strategies. The current revenue mix primarily comprises traditional components, including GPUs, FPGAs, and ASICs. As AI continues to permeate various sectors, there is a growing demand for HBM, NPU, and GPU-as-a-service, which are better suited for handling the intensive computational requirements of AI workloads. The changing revenue mix is directly linked to customer needs, particularly in AI-driven domains such as generative AI, natural language processing, computer vision, and machine learning.

Companies in the market offer AI data center solutions suitable for various end users, such as cloud service providers, enterprises, and government organizations. Prominent AI data center providers include Dell Inc. (US), Hewlett Packard Enterprise Development LP (US), Lenovo (US), Huawei Technologies Co., Ltd (China), IBM (US), Super Micro Computer, Inc. (US), IEIT SYSTEMS CO., LTD. (China), among others.

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Asia Pacific to be fastest-growing region in global AI Data Center market during forecast period

The Asia Pacific is set to grow at the highest CAGR in the AI data center market, driven by widespread adoption of AI across the automotive, healthcare, finance, and e-commerce sectors. Key countries, including China, Japan, South Korea, and India, are investing heavily in AI infrastructure, hyperscale data centers, and the development of AI chips. Initiatives such as China’s AI Development Plan (2030) are also boosting supercomputing capabilities. Rapid urbanization, digital transformation, 5G, edge AI, AI-powered IoT, and supportive government policies further accelerate data center expansion, making the region the fastest-growing globally.

 

 

Actuators Market by Actuation (Electric, Hydraulic, Pneumatic) - Global Forecast to 2030

The global actuators market is expected to grow from USD 71.22 billion in 2025 to USD 100.41 billion by 2030 at a CAGR of 7.1% during the forecast period. The increasing demand for automation and the need for efficient control systems are key factors driving the actuators industry. Technological advancements, such as the development of electric actuators and the integration of actuators with IoT and AI, further help enhance their capabilities and applications.

KEY TAKEAWAYS

• Electric actuation excels through precision, efficiency, low maintenance, and seamless digital integration, driving modern automation and sustainable systems.
• Robotics contributes to the actuator demand due to its widespread adoption, need for precision, and the rise in automation and smart manufacturing.
• Linear actuators are versatile, simple, and reliable, and are widely used in industrial automation, robotics, automotive, and consumer applications where precise linear motion is essential.
• The automotive sector is rapidly shifting toward electrification, advanced driver-assistance systems (ADAS), and automation. All of these require high-precision, durable actuators, making automotive a consistent and high-volume application.
• The Asia Pacific region leads the actuators market due to extensive automation adoption, a strong automotive and electronics base, and supportive government initiatives.
• Major market players have adopted organic and inorganic strategies, including partnerships and investments. For instance, Emerson Electric Co., SMC Corporation, and Curtiss-Wright introduced actuators equipped with enhanced features and improved performance capabilities.

 

Actuators are integral components in various industries, converting energy into mechanical motion to drive systems and machinery. Their applications span manufacturing, automotive, aerospace, and healthcare, among other sectors. As industries continue to prioritize automation and efficiency, the actuators market is expected to experience sustained growth due to the ongoing technological innovations and expanding applications across various sectors.

The actuators ecosystem involves identifying and analyzing interconnected relationships among various stakeholders, including manufacturers, distributors, and end users. Distributors establish contact between the manufacturing companies and end users to concentrate on the supply chain, increasing operational efficiency and profitability.

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Asia Pacific to hold the largest share of the global actuators market during the forecast period

Asia Pacific captured the largest share of the global actuators market in 2024 due to the widespread adoption of automation across multiple sectors. Increasing demand from the automotive, manufacturing, and aerospace industries is a major factor driving the market, as actuators are critical in enhancing operational efficiency and precision. The shift toward advanced technologies, including electric vehicles, robotics, and smart manufacturing systems, has further accelerated the need for reliable, high-performance actuators.