~/talk

Accelerating AI Securely with GVisor

Talkat CloudNativeSecurityCon North America 2024 · 2024-06-26..06-27· [security]
links:none on file
slides:none on file

gVisor is an application kernel OCI runtime that intercepts syscalls in user space, implementing a Linux ABI in Go and using a seccomp RET trap platform that benchmarks roughly 10x faster than ptrace. Internal telemetry shows gVisor blocks almost every pod-to-guest escalation and mitigates over half of historical CVEs by reducing kernel attack surface. Recent work adds GPU access via EnV proxy with negligible measured GPU overhead and a checkpoint/restore flow that restores GPU-accelerated containers.

AI-written summary · about

  1. 0:00The need for sandboxing
  2. 5:39Sandboxing methodologies
  3. 10:41Internal gVisor architecture
  4. 15:13Workload scenarios
  5. 17:49GPU support and future goals
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