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Jongse Park

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Cocoon: A System Architecture for Differentially Private Training with Correlated Noises20th USENIX Symposium on Operating Systems Design and Implementation (OSDI '26)2026-07-13
Cocoon presents a system that stores and computes correlated noises across GPU, CPU, and a CXL near‑memory processor to avoid the 14× slowdowns observed when a…
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Revisiting Partial Tracing for Safe, Efficient, and Concurrent Garbage Collection in(…)PLDI 20262026-06-15
Implements a library-quality concurrent GC for unmanaged languages that keeps precise reference-counted roots and traces the heap, using phase consensus and a…
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Serving Heterogeneous Machine Learning Models on Multi-GPU Servers...USENIX ATC '222022-07-11
A multi-model scheduling framework implements spatial and temporal packing of GPU resources into configurable virtual partitions called gpulets, profiles…
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CoVA: Exploiting Compressed-Domain Analysis to Accelerate Video AnalyticsUSENIX ATC '222022-07-11
CoVA builds a three-stage pipeline that finds moving-object tracks from motion vectors using a learned model called Plumnet, picks a minimal set of frames via…
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