English(EN) Beyond the Monolithic Scheduler: Lightweight Adaptive Policy Switcher for Process Scheduling Optimization

新的LAPS框架通过自适应策略优化操作系统进程调度

作者 PulseAugur 编辑部 · [1 个来源] · 2026-10-26 04:00

研究人员开发了一个轻量级自适应策略切换器（LAPS）框架，用于优化操作系统中的进程调度。LAPS通过实现专家策略之间的有效切换，解决了静态调度策略在动态环境中存在的性能限制。它通过离线预计算最优策略映射，并在运行时使用轻量级的周期进行工作负载分类和表查找来实现这一点，从而避免了计算密集型的AI计算。实验表明，与默认的Linux调度器相比，LAPS显著提高了性能并降低了延迟。 AI

影响通过智能工作负载分类和策略切换，为提高操作系统响应速度和效率提供了一种实用的方法。

排序理由详细介绍操作系统进程调度新框架的研究论文。[lever_c_demoted from research: ic=1 ai=0.7]

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报道来源 [1]

arXiv cs.AI TIER_1 English(EN) · Xinbo Wang, Shian Jia, Ziyang Huang, Jing Cao, Mingli Song · 2026-10-26 04:00

超越单体调度器：轻量级自适应策略切换器用于进程调度优化

arXiv:2511.11628v2 Announce Type: replace-cross Abstract: Modern operating system process schedulers typically enforce a static, ``one-policy-fits-all'' design, which inevitably compromises performance under the highly dynamic and mixed workloads of contemporary edge systems. Tra…

本文如何被排名

报道来源 [1]

超越单体调度器：轻量级自适应策略切换器用于进程调度优化

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