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Zhengping Qian

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Tessera: A Holistic Pipeline Parallelism Framework for Trillion-Parameter Heterogeneous20th USENIX Symposium on Operating Systems Design and Implementation (OSDI '26)2026-07-13
Tessera is a pipeline-parallel framework that profiles fine-grained, per-pair overlap schedules and uses those measured post-overlap costs to cut stages, then…
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TrainMover: An Interruption-Resilient Runtime for ML Training20th USENIX Symposium on Operating Systems Design and Implementation (OSDI '26)2026-07-13
TrainMover is an ML training runtime that prepares standby GPUs ahead of interruptions by pre-recording output tensors and running communication-free sandboxed…
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GLogS: Interactive Graph Pattern Matching Query At Large ScaleUSENIX ATC '232023-07-10
GLogS is a distributed system that compiles declarative graph pattern queries (supports Cypher-like languages) into dataflow programs, builds a GLog catalog of…
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GAIA: A System for Interactive Analysis on Distributed Graphs Using a High-Level LanguageNSDI ’212021-04-12
GAIA compiles Gremlin into a distributed dataflow and ships a runtime that automatically parallelizes nested, dynamic traversals. It introduces the…
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