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titleconferencedate
Heuristic Analysis from Source Code via Symbolic-Guided OptimizationNSDI '262026-05-04
MetaEase analyzes heuristic source code directly, using symbolic execution (KLEE) to generate seeds per code path and a duality-based gradient for the optimal…
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Enhancing Network Failure Mitigation with Performance-Aware RankingNSDI '252025-04-28
Swarm ranks mitigation actions by directly estimating end-to-end flow metrics using fast approximations: epoched traffic samples, splitting short/long flows…
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Everything Matters in Programmable Packet SchedulingNSDI '252025-04-28
Presents PACKS, a quantile-based admission and queue-mapping design that approximates both PIFO queues scheduling and admission behaviors using a…
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Finding Adversarial Inputs for Heuristics using Multi-level Optimization21st USENIX Symposium on Networked Systems Design and Implementation (NSDI '24)2024-04-16
MetaOpt is a solver-backed tool that encodes heuristics and an optimal baseline as a bilevel optimization, automatically rewrites inner problems into…
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Solving Max-Min Fair Resource Allocations Quickly on Large Graphs21st USENIX Symposium on Networked Systems Design and Implementation (NSDI '24)2024-04-16
Converts the iterative max‑min fair solver into a single fast optimization by using epsilon weighting plus a sorting network, and introduces a multipath…
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