Linux调度器:浪费了十年的内核

Jean-Pierre Lozi, Baptiste Lepers, Justin R. Funston, Fabien Gaud, Vivien Quéma, Alexandra Fedorova
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引用次数: 146

摘要

作为资源管理的核心部分,操作系统线程调度器必须保持以下简单不变的原则:确保在可用的内核上调度就绪的线程。虽然看起来很简单,但我们发现这个不变量在Linux中经常被破坏。当就绪的线程在运行队列中等待时,内核可能会空闲几秒钟。在我们的实验中,这些性能错误导致同步密集型科学应用程序的性能下降了许多倍,内核生成的延迟增加了13%,广泛使用的商业数据库的TPC-H吞吐量降低了14-23%。这项工作的主要贡献是发现和分析这些错误并提供修复。传统的测试技术和调试工具在确认或理解这类bug方面是无效的,因为它们的症状通常是难以捉摸的。为了推动我们的调查,我们构建了新的工具来检查是否违反了不变式在线和可视化的调度活动。它们很简单,很容易跨内核版本移植,并且运行开销很小。我们相信,让这些工具成为内核开发人员工具带的一部分,可以帮助防止这种类型的bug。
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The Linux scheduler: a decade of wasted cores
As a central part of resource management, the OS thread scheduler must maintain the following, simple, invariant: make sure that ready threads are scheduled on available cores. As simple as it may seem, we found that this invariant is often broken in Linux. Cores may stay idle for seconds while ready threads are waiting in runqueues. In our experiments, these performance bugs caused many-fold performance degradation for synchronization-heavy scientific applications, 13% higher latency for kernel make, and a 14-23% decrease in TPC-H throughput for a widely used commercial database. The main contribution of this work is the discovery and analysis of these bugs and providing the fixes. Conventional testing techniques and debugging tools are ineffective at confirming or understanding this kind of bugs, because their symptoms are often evasive. To drive our investigation, we built new tools that check for violation of the invariant online and visualize scheduling activity. They are simple, easily portable across kernel versions, and run with a negligible overhead. We believe that making these tools part of the kernel developers' tool belt can help keep this type of bug at bay.
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