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FastServe: Iteration-Level Preemptive Scheduling for Large Language Model InferenceNSDI '262026-05-04
FastServe implements iteration-level preemption for autoregressive LLMs, letting the system preempt after each token instead of running to completion. It…
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Fast Vector Query Processing for Large Datasets Beyond GPU Memory with Reordered...21st USENIX Symposium on Networked Systems Design and Implementation (NSDI '24)2024-04-16
RUMMY is a GPU-backed vector query engine that pipelines host-to-GPU transfers and computation to handle billion-scale datasets beyond GPU RAM. It implements…
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