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Kang Chen

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titleconferencedate
RLinf: Flexible and Efficient Large-Scale Reinforcement Learning...20th USENIX Symposium on Operating Systems Design and Implementation (OSDI '26)2026-07-13
RLinf is a distributed RL training system that implements macro-to-micro flow transformation to break high-level workflows into optimized execution flows; it…
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Scalio: Scaling up DPU-based JBOF Key-value Store with NVMe-oF Target OffloadOSDI '252025-07-07
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…
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Fork in the Road: Reflections and Optimizations for Cold Start Latency in Production...OSDI '252025-07-07
Platform traces show 19.5% of requests are cold starts and 18% of invocations finish within 221 ms, exposing three overlooked bottlenecks: control path…
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DSA-2LM: A CPU-Free Tiered Memory Architecture with Intel DSAUSENIX ATC '252025-07-07
DSA-2LM integrates Intel DSA into Linux kernel page migration, bypasses VA translation to submit physical addresses, and implements a concurrent migration…
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Explore Data Placement Algorithm for Balanced Recovery Load DistributionUSENIX ATC '232023-07-10
Defines optimal recovery-load placement as NP-hard and gives a concrete, implementable greedy data placement algorithm that picks nodes with minimal current…
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ROART: Range-query Optimized Persistent ARTFAST '212021-02-23
ROART is a persistent index built on adaptive radix tree that implements leaf compaction to store up to 64 leaves in a contiguous array, reducing pointer…
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