Cloud GPU
Cloud GPU refers to Graphics Processing Unit (GPU) resources provided as a service through cloud computing platforms, enabling on-demand access to high-performance computing for tasks like machine learning, scientific simulations, and video rendering. It allows users to rent GPU instances without investing in physical hardware, offering scalability and cost-efficiency. Major cloud providers offer various GPU types (e.g., NVIDIA Tesla, AMD Radeon) optimized for different workloads.
Developers should use Cloud GPU when working on compute-intensive applications such as training deep learning models, running complex simulations, or processing large-scale graphics, as it provides the necessary parallel processing power without upfront capital expenditure. It is ideal for projects requiring temporary or fluctuating GPU resources, enabling rapid prototyping and scaling in fields like AI research, data science, and media production.