Expand description
ML-driven compression algorithm selection for trueno-zram.
This crate provides entropy-based analysis and machine learning models to select the optimal compression algorithm for each memory page.
§GPU Routing
The BatchClassifier implements intelligent routing of compression
workloads to scalar, SIMD, or GPU backends based on the 5x PCIe rule.
Re-exports§
pub use classifier::BatchClassifier;pub use classifier::ComputeBackend;pub use classifier::PageClassifier;pub use classifier::GPU_BATCH_THRESHOLD;pub use classifier::SIMD_BATCH_THRESHOLD;pub use entropy::EntropyCalculator;pub use entropy::EntropyLevel;
Modules§
- classifier
- Page classification for algorithm selection.
- entropy
- Shannon entropy calculation for memory pages.
- model
- ML model for compression algorithm selection.