2 papers
cs.DC2026
DIAL: Decentralized I/O AutoTuning via Learned Client-side Local Metrics for Parallel File System
Md Hasanur Rashid, Xinyi Li, Youbiao He +2
Enabling efficient, high-performance data access in parallel file systems (PFS) is critical for today's high-performance computing systems. PFS client-side I/O heavily impacts the…
cs.AI2026
Neuromem: A Granular Decomposition of the Streaming Lifecycle in External Memory for LLMs
Ruicheng Zhang, Xinyi Li, Tianyi Xu +3
Most evaluations of External Memory Module assume a static setting: memory is built offline and queried at a fixed state. In practice, memory is streaming: new facts arrive continu…