Mingxing Zhang
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| title | conference | date |
|---|---|---|
| Seer: Online Context Learning for Fast Synchronous LLM Reinforcement Learning | 20th USENIX Symposium on Operating Systems Design and Implementation (OSDI '26) | 2026-07-13 |
Seer claims synchronous on‑policy RL rollouts speed up by up to 2.04× and cuts long‑tail latency 72–94% by exploiting intra‑group similarities in length and… | ||
| Scalio: Scaling up DPU-based JBOF Key-value Store with NVMe-oF Target Offload | OSDI '25 | 2025-07-07 |
Scalio is a DPU-based JBOF key-value store that bypasses weak ARM cores by using NVMe-oF Target Offload for SSD I/O and one-sided RDMA for cache access, adds… | ||
| DSA-2LM: A CPU-Free Tiered Memory Architecture with Intel DSA | USENIX ATC '25 | 2025-07-07 |
DSA-2LM integrates Intel DSA into Linux kernel page migration, bypasses VA translation to submit physical addresses, and implements a concurrent migration… | ||
| Mooncake: Trading More Storage for Less Computation — A KVCache-centric Architecture... | FAST '25 | 2025-02-25 |
Mooncake builds a KVCache-centric global cache and disaggregates prefill and decode so prefill computes once and decoding pulls reusable KVCache blocks from… | ||
| HydraRPC: RPC in the CXL Era | USENIX ATC 2024 | 2024-07-10 |
HydraRPC implements an RPC stack that mounts CXL-attached HDM, exposes 64-bit message-queue entries and preallocated data slots, and removes network round… | ||
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