Dynamic workload profiling and task allocation in packet processing systems

Qiang Wu, T. Wolf
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引用次数: 13

Abstract

Computer networks require increasingly complex packet processing services on routers to adapt to new functionality, security, and performance requirements. Embedded multicore packet processing systems that can provide this capability are difficult to program and manage at runtime. We propose a novel way of representing processing tasks, obtaining runtime profiling information, and mapping tasks to processors. By duplicating processing tasks with heavy processing requirements, a more balanced workload can be obtained. The mapping algorithm considers that balance when assigning tasks to processors as well as the cost of inter-processor communication. Our evaluation results show that our approach can improve the system throughput by 2.39-2.89 times at a cost of 1.49-1.64 times higher inter-processor communication.
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包处理系统中的动态工作负载分析和任务分配
计算机网络要求路由器提供越来越复杂的数据包处理服务,以适应新的功能、安全和性能要求。能够提供这种功能的嵌入式多核包处理系统在运行时很难编程和管理。我们提出了一种表示处理任务、获取运行时分析信息以及将任务映射到处理器的新方法。通过重复具有大量处理需求的处理任务,可以获得更加平衡的工作负载。映射算法考虑了分配任务给处理器时的平衡以及处理器间通信的代价。我们的评估结果表明,我们的方法可以将系统吞吐量提高2.39-2.89倍,代价是处理器间通信提高1.49-1.64倍。
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