Modern storage systems are being re-architected across several coupled layers: dense QLC media with pSLC caching and one-shot programming, host-directed placement (FDP , ZNS), disaggregated NVMe-oF data paths, and flash-management logic that can span SSDs, hosts, and DPUs, a regime driven by AI serving and dense multi-...
Arash Tavakkol, Xin Huang, Xing-Lei Jia et al.· Proceedings of the 18th ACM...· 0 citations
This paper presents an in-depth analysis of data migration behavior in commercial HSSs, uncovering substantial performance variability when multiple migration tasks execute concurrently, and proposes PASCAL, a system-level bandwidth orchestration framework that improves performance robustness in production-grade HSSs.
Ji Zhang, Li Liu, André Brinkmann et al.· Proceedings of the VLDB Endo...· 0 citations
FLINT is proposed, a workload-driven HBF substrate for capacity-scalable LLM inference that integrates HBF as a memory-capacity tier alongside HBM while addressing three adoption challenges.
Geraldo F. Oliveira, Arash Tavakkol, Xiang-Yu Zhu et al.· 1 citation
We use cookies to run the site and, with your consent, for analytics and to show ads.
See our Cookie Policy.
