计算机科学
数据包处理
有状态防火墙
嵌入式系统
网络处理器
软件
网络数据包
现场可编程门阵列
杠杆(统计)
计算机硬件
操作系统
管道(软件)
计算机体系结构
计算机网络
机器学习
作者
Alessandro Rivitti,Roberto Bifulco,Angelo Tulumello,Marco Bonola,Salvatore Pontarelli
标识
DOI:10.1145/3582016.3582035
摘要
Scaling network packet processing performance to meet the increasing speed of network ports requires software programs to carefully leverage the network devices' hardware features. This is a complex task for network programmers, who need to learn and deal with the heterogeneity of device architectures, and re-think their software to leverage them. In this paper we make first steps to reverse this design process, enabling the automatic generation of tailored hardware designs starting from a network packet processing program. We introduce eHDL, a high-level synthesis tool that automatically generates hardware pipelines from unmodified Linux's eBPF/XDP programs. eHDL is designed to enable software developers to directly define and implement the hardware functions they need in the NIC. We prototype eHDL targeting a Xilinx Alveo U50 FPGA NIC, and evaluate it with a set of 5 eBPF/XDP programs. Our results show that the generated pipelines are efficient in terms of required hardware resources, using only 6.5%-13.3% of the FPGA, and always achieve the line rate forwarding throughput with about 1 microsecond of per-packet forwarding latency. Compared to other network-specific high-level synthesis tool, eHDL enables software programmers with no hardware expertise to describe stateful functions that operate on the entire packet data. Compared to alternative processor-based solutions that perform eBFP/XDP offloading to a NIC, eHDL provides 10-100x higher throughput.
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