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Ada Gavrilovska

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Stimpack: An Adaptive Rendering Optimization System for Scalable Cloud GamingNSDI '262026-05-04
Stimpack adaptively lowers or raises server-side rendering quality based on network-driven compression so GPU cycles go where they change perceived frames…
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Beacons: An End-to-End Compiler Framework for Predicting and Utilizing Dynamic ...OOPSLA 20232023-10-23
Compiler and runtime build a pipeline that instruments loops with “beacons” carrying predicted loop trip count, timing, memory footprint and reuse-distance…
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Toward Lighter Containers for the Edge3rd USENIX Workshop on Hot Topics in Edge Computing (HotEdge '20)2020-06-25
Edge deployment splits each container into an app image and a long‑running service container that holds heavy runtimes (TensorFlow, CUDA) so app images shrink…
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Toward Loosely Coupled Orchestration for the LEO Satellite Edge3rd USENIX Workshop on Hot Topics in Edge Computing (HotEdge '20)2020-06-25
Proposes a new orchestration design for LEO edge networks that uses path models, temporal compensation, and affinity chains as concrete scheduling primitives…
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