Reducing GPU Cold Starts with Memory Snapshots: Restoring CUDA Workloads in Seconds
Summary
Cerebrium details a GPU memory checkpointing approach to drastically reduce CUDA workload cold starts in a gVisor-based runtime. The post covers architecture, workflow, and real benchmarks showing significant startup time reductions, along with practical considerations and limitations.