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Adam Wierman

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SPADE: Signal-Aware DAG Scheduling and Dynamic Provisioning for Data Processing Clusters20th USENIX Symposium on Operating Systems Design and Implementation (OSDI '26)2026-07-13
SPADE jointly schedules DAG tasks and provisions resources using a relative importance metric derived from Decima/Graphene scores and an exponential threshold…
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The Power of Predictions in Online OptimizationLearning, Algorithm Design and Beyond Worst-Case Analysis2016-11-14
Predictive noise is modeled as a filter-like noise model (impulse weights times IID shocks), letting adversarial instances coexist with stochastic prediction…
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