Understanding and Enhancing Linux Kernel-based Packet Switching on WiFi Access Points

Shiqi Zhang, Mridul Gupta, Behnam Dezfouli
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Abstract

As the number of WiFi devices and their traffic demands continue to rise, the need for a scalable and high-performance wireless infrastructure becomes increasingly essential. Central to this infrastructure are WiFi Access Points (APs), which facilitate packet switching between Ethernet and WiFi interfaces. Despite APs' reliance on the Linux kernel's data plane for packet switching, the detailed operations and complexities of switching packets between Ethernet and WiFi interfaces have not been investigated in existing works. This paper makes the following contributions towards filling this research gap. Through macro and micro-analysis of empirical experiments, our study reveals insights in two distinct categories. Firstly, while the kernel's statistics offer valuable insights into system operations, we identify and discuss potential pitfalls that can severely affect system analysis. For instance, we reveal the implications of device drivers on the meaning and accuracy of the statistics related to packet-switching tasks and processor utilization. Secondly, we analyze the impact of the packet switching path and core configuration on performance and power consumption. Specifically, we identify the differences in Ethernet-to-WiFi and WiFi-to-Ethernet data paths regarding processing components, multi-core utilization, and energy efficiency. We show that the WiFi-to-Ethernet data path leverages better multi-core processing and exhibits lower power consumption.
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了解并增强 WiFi 接入点上基于 Linux 内核的数据包交换功能
随着 WiFi 设备数量及其流量需求的不断增加,对可扩展的高性能无线基础设施的需求变得越来越重要。尽管 WiFi 接入点依赖 Linux 内核的数据平面进行数据包交换,但现有研究还没有对以太网和 WiFi 接口之间数据包交换的详细操作和复杂性进行研究。本文为填补这一研究空白做出了以下贡献。通过对实证实验的宏观和微观分析,我们的研究揭示了两类不同的见解。首先,虽然内核的统计数据为系统操作提供了宝贵的见解,但我们也发现并讨论了可能严重影响系统分析的潜在陷阱。例如,我们揭示了设备驱动程序对数据包交换任务和处理器利用率相关统计数据的意义和准确性的影响。其次,我们分析了数据包交换路径和内核配置对性能和功耗的影响。具体来说,我们确定了以太网到 WiFi 和 WiFi 到以太网数据路径在处理组件、多核利用率和能效方面的差异。我们发现,WiFi 到以太网数据路径能更好地利用多核处理,功耗也更低。
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