Author

P. Hsiu

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Book Open access Aug 2026

GECKO: Graph-Evolving aware ChecKpOinter for Intermittent Systems

This work proposes Graph Evolving aware ChecKpOinter (GECKO), which leverages graph evolution awareness to improve hub edge locality and applies power aware I/O coordination to reduce redundant flash accesses under intermittent power.

Pin-Hong Li, Yan-Han Chang, Chun-Feng Wu et al. · International Symposium on L... · 0 citations

#artificial intelligence Preprint Dec 2025

KV Admission: Learning What to Write for Efficient Long-Context LLM Inference

This paper formalizes KV management as a causal system of three primitives: KV Admission, Selection, and Eviction, and instantiate KV Admission via Write-Gated KV (WG-KV), a lightweight mechanism that learns to predict token utility before cache entry.

Yen-Chieh Huang, Rui Fang, Ming-Syan Chen et al. · 2 citations