Data Center GPU Market Analysis

Data Center GPU Market Analysis

Based on the deployment model, the on-premises segment held over 58% of the market share in 2023, driven by the escalating demand for high-performance computing (HPC) solutions, particularly in fields such as artificial intelligence (AI), machine learning (ML), and data-intensive workloads. On-premises GPUs offer organizations greater control over their computing resources, enhanced security, and the ability to customize infrastructure to meet specific requirements. The growing need for processing vast datasets, complex simulations, and graphic-intensive applications fuels the preference for on-premises GPU deployments, ensuring optimal performance and responsiveness for critical applications.
 

Based on function, the training segment recorded around 65% of the data center GPU market share in 2023, propelled by the burgeoning applications of artificial intelligence (AI) and machine learning (ML). Training complex neural networks and models requires immense computational power, and GPUs excel in parallel processing, significantly accelerating training times. As organizations increasingly integrate AI and ML into their operations for data analysis, pattern recognition, and predictive modeling, the need for robust GPU infrastructure grows. The versatility of GPUs in handling diverse workloads, from deep learning algorithms to intensive data processing, positions them as a critical component in meeting the escalating demands of training tasks.
 

North America data center GPU market accounted for 35% of the revenue share in 2023. The region boasts a robust technology ecosystem, housing major players in artificial intelligence (AI), high-performance computing, and data-intensive industries. The growing adoption of AI, machine learning, and advanced analytics in sectors like finance, healthcare, and research drives the demand for powerful GPU solutions. North America's strong investment in cloud infrastructure and data centers, in line with a supportive regulatory environment and skilled workforce, further propels the industry's growth. The continent's emphasis on innovation and technological advancements positions it at the forefront of the market.