GPU Scheduling and Resource Management in Containerized Environments

1. Security and Compliance
   1. Container Security
      1. GPU Device Access Control
         1. Device File Permissions
         2. Capability Requirements
         3. Security Contexts
      2. Container Escape Prevention
         1. Namespace Isolation
         2. Seccomp Profiles
         3. AppArmor/SELinux
      3. Image Security
         1. Base Image Hardening
         2. Vulnerability Scanning
         3. Supply Chain Security
   2. Multi-Tenancy Security
      1. GPU Memory Isolation
         1. Hardware Isolation Features
         2. Software-Based Isolation
         3. Memory Scrubbing
      2. Process Isolation
         1. Container Boundaries
         2. User Namespace Mapping
         3. Resource Limits
      3. Network Security
         1. Network Policies
         2. Service Mesh Integration
         3. Encryption in Transit
   3. Compliance and Governance
      1. Audit Logging
         1. GPU Access Logging
         2. Resource Usage Tracking
         3. Compliance Reporting
      2. Policy Enforcement
         1. Admission Controllers
         2. Policy as Code
         3. Governance Frameworks
      3. Data Protection
         1. Data Encryption
         2. Key Management
         3. Privacy Controls