A perceptron model trained on kernel data and run via eBPF in the Linux page cache outperforms FIFO by up to 10% in insertion rate on some workloads with low overhead.
P2Cache: An application-directed page cache for improving performance of data-intensive applications,
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LearnedCache: An eBPF-Integrated Perceptron-Based Eviction Policy for the Linux Page Cache
A perceptron model trained on kernel data and run via eBPF in the Linux page cache outperforms FIFO by up to 10% in insertion rate on some workloads with low overhead.