SolidAttention is introduced, an LLM inference engine which addresses limitations through a tight co-design of dynamic attention sparsity algorithms and SSD-based storage management and minimizes SSD-induced blocking latency.
Xin Zheng, Dong-Liang Wei, Jian-Xiang Gao et al.
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Shawn Zhong, Chen-Hao Ye, Guan-Zhou Hu et al.
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N. Giridharan, Shubham Mishra, LorenzoAlvisi et al.
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Open access
Sep 2026
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
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Thanumalayan Sankaranarayana Pillai, Ramnatthan Alagappan, Lan-Yue Lu et al.
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