Work

Can LLMs Replace Time-Tested System Policies? Perhaps

Year: 2025

Type: conference-paper

Abstract: System policies—such as scheduling, caching, and resource allocation—play a critical role in determining performance and efficiency. Traditionally, these policies are implemented using handcrafted heuristics designed to perform reasonably well across general workloads. While tech giants invest substantial resources in customizing operating systems and other systems for their particular workloads, such optimization remains out of reach for most organizations and individuals.

Source: ACM SIGOPS Asia-Pacific Workshop on Systems (APSys)

DOI: 10.1145/3725783.3764405

Authors: Yibo Zhao, Cheng Tan

Institution: Northeastern University

Language: English

Topic: Software System Performance and Reliability

Subfield: Computer Networks and Communications

Field: Computer Science

Domain: Physical Sciences

Open Access status: hybrid

OpenAlex ID: W4415003347

FWCI:

Cites: 10

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