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
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
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