3 papers
cs.DC2026
DUAL-BLADE: Dual-Path NVMe-Direct KV-Cache Offloading for Edge LLM Inference
Bodon Jeong, Hongsu Byun, Youngjae Kim +4
The increasing deployment of Large Language Model (LLM) inference on edge AI systems demands efficient execution under tight memory budgets. A key challenge arises from Key-Value (…
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…
cs.AR2024
A Host-SSD Collaborative Write Accelerator for LSM-Tree-Based Key-Value Stores
KiHwan Kim, Hyunsun Chung, Seonghoon Ahn +6
Log-Structured Merge (LSM) tree-based Key-Value Stores (KVSs) are widely adopted for their high performance in write-intensive environments, but they often face performance degrada…