Branch:
improve-fuse-mount
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${ noResults }
1 Commits (improve-fuse-mount)
| Author | SHA1 | Message | Date |
|---|---|---|---|
chrislu
|
e76f632907 |
Phase 1: Add smart prefetching foundation for ML workloads
- Implement PrefetchManager with configurable worker pool and deduplication - Add AccessPatternDetector for sequential, strided, and ML-specific patterns - Create MLReaderCache with ML-aware prefetching capabilities - Add comprehensive unit tests for prefetch manager - Include foundation for detecting training datasets, model loading, and epoch patterns - Support configurable prefetch parameters optimized for ML workloads Features: - Concurrent prefetch workers (8 by default) - Pattern detection for sequential, model, epoch, and strided access - ML-specific heuristics for large file and dataset access - Comprehensive metrics and monitoring - Graceful shutdown and cleanup Tests: - PrefetchManager: All tests passing (9/9) - AccessPatternDetector: Core functionality implemented - MLReaderCache: Basic functionality and integration tests |
3 months ago |