2 papers
cs.LG2026
STAR-KV: Low-Rank KV Cache Compression via Soft Thresholding for Adaptive Rank Control
Priyansh Bhatnagar, Ashkan Moradifirouzabadi, Se-Hyun Yang +3
Low-rank projection has emerged as a promising approach for compressing the KV cache by exploiting hidden-dimension redundancy. However, prior methods rely on fixed or heuristic ra…
cs.DB2026
RESYSTANCE: Unleashing Hidden Performance of Compaction in LSM-trees via eBPF
Hongsu Byun, Seungjae Lee, Honghyeon Yoo +2
The development of high-speed storage devices such as NVMe SSDs has shifted the primary I/O bottleneck from hardware to software. Modern database systems also rely on kernel-based…