~/talks

Yifan Qiao

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titleconferencedate
A Tale of Two Paths: Toward a Hybrid Data Plane for Efficient Far-Memory Applications18th USENIX Symposium on Operating Systems Design and Implementation (OSDI '24)2024-07-10
Atlas implements a hybrid data plane that picks per‑page transfer mode using always‑on profiling (a per‑page card table measuring card access ratio) and a…
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DRust: Language-Guided Distributed Shared Memory with Fine Granularity, Full...18th USENIX Symposium on Operating Systems Design and Implementation (OSDI '24)2024-07-10
DRust is a Rust-based DSM that exposes Rust’s ownership and borrow semantics to the runtime and uses an ownership-based coherence protocol to avoid…
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Harvesting Idle Memory for Application-managed Soft State with Midas21st USENIX Symposium on Networked Systems Design and Implementation (NSDI '24)2024-04-16
Midas implements a new soft memory abstraction plus a userlinked runtime and minimal kernel coordinator to let applications place evictable objects in idle RAM…
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Canvas: Isolated and Adaptive Swapping for Multi-Applications on Remote MemoryNSDI 20232023-04-17
Canvas isolates per-application swap data paths and builds a replacement swap system on Linux 5.5 that gives each workload dedicated swap partition, swap…
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Hermit: Low-Latency, High-Throughput, and Transparent Remote Memory...NSDI 20232023-04-17
Hermit is a kernel swap redesign that implements feedback-directed asynchrony to move expensive, non-urgent work off the page-fault path, adaptively schedule…
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Bamboo: Making Preemptible Instances Resilient for Affordable Training of Large DNNsNSDI 20232023-04-17
Bamboo makes preemptible (spot) instances usable for large DNN training by building a distributed system that inserts redundant computations into idle pipeline…
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Closing the B+-tree vs. LSM-tree Write Amplification Gap on Modern Storage Hardware...FAST '222022-02-22
Shows three concrete changes — deterministic page shadowing, localized modification logging, and sparse redo logging — applied to a B+-tree implementation and…
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Dorylus: Affordable, Scalable, and Accurate GNN Training with Distributed CPU Servers and15th USENIX Symposium on Operating Systems Design and Implementation (OSDI '21)2021-07-14
Dorylus: Affordable, Scalable, and Accurate GNN Training with Distributed CPU Servers and Serverless Threads John Thorpe, Yifan Qiao, Jonathan Eyolfson, and…
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