Cloud Computing Dictionary

GPU Cloud

A cloud computing environment that provides access to Graphics Processing Units (GPUs) for high-performance computing tasks.

A GPU Cloud is a cloud computing service that offers access to powerful Graphics Processing Units (GPUs) on demand. Unlike traditional CPU-based cloud instances, GPU cloud instances are optimized for parallel processing tasks such as:

  • Deep Learning & AI: Training and inference of complex neural networks.
  • Scientific Computing: Simulations, molecular dynamics, and weather forecasting.
  • Video Rendering: 3D rendering and video transcoding.

Benefits

  1. Performance: significantly faster than CPUs for matrix operations.
  2. Scalability: Scale up or down based on workload.
  3. Cost-Efficiency: Pay only for the compute time you use.