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SHEPHERD: Serving DNNs in the WildNSDI 20232023-04-17
SHEPHERD is a model serving system that combines a two-level design planner that partitions hundreds-to-thousands of request streams into groups and an online…
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NetHint: White-Box Networking for Multi-Tenant Data Centers19th USENIX Symposium on Networked Systems Design and Implementation (NSDI '22)2022-04-04
NetHint exposes three lightweight hints — a hierarchical virtual topology, per-link residual bandwidth and number of competing flows, and a 100 ms update…
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Caerus: NIMBLE Task Scheduling for Serverless AnalyticsNSDI ’212021-04-12
Caerus is a task-level scheduler that implements the NIMBLE algorithm to schedule serverless analytics tasks by computing per-task launch times. It models…
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