适合于基于noc的mpsoc实时应用动态负载均衡的任务模型

S. J. Filho, A. Aguiar, F. Magalhães, Oliver B. Longhi, Fabiano Hessel
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引用次数: 7

摘要

通过多处理器片上系统(mpsoc)实现的现代嵌入式系统受益于以前仅在通用计算机中可用的资源。目前,这些系统能够以增加设计复杂性为代价提供更多功能。在这个场景中,应用程序的行为发生了变化。在过去,大多数应用程序在其整个生命周期中都表现出静态行为。可以在设计时将应用程序划分为任务并映射到处理元素。目前,应用程序的动态性要求必须采用不同任务映射策略的高效动态负载平衡技术,尽管公平的静态映射仍然有助于提高系统的整体性能。本文提出了一种适用于实时应用动态负载平衡的任务模型,特别支持基于片上网络(NoC)的mpsoc,目的是在其整个生命周期内稳定系统负载。结果显示,与使用集中式迁移管理器的经典方法相比,在几个基准测试中,系统稳定时间(平均47.62%)和截止日期错过(平均32.28%)都减少了。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Task model suitable for dynamic load balancing of real-time applications in NoC-based MPSoCs
Modern embedded systems implemented through Multiprocessor System-on-Chip (MPSoCs) benefit themselves from resources that were previously available solely in generalpurpose computers. Currently, these systems are able to provide more features at the cost of an increased design complexity. In this scenario, the applications' behaviour has changed. In the past, the majority of applications showed a static behaviour throughout their entire lifetime. Applications could be divided into tasks and mapped onto processing elements at design time. Currently, the applications' dynamic nature imposes that efficient dynamic load balancing techniques with different task mapping strategies must arise, although a fair static mapping still helps increasing the system overall performance. In this paper we present a task model suitable for dynamic load balancing of real-time applications with special support for Network-on-Chip (NoC)-based MPSoCs that aims to stabilize the system load throughout its lifetime. Results show a reduction in both system stabilization time (mean of 47.62%) and deadline misses (mean of 32.28%) for several benchmarks, compared to classic approaches which employ a centralized migration manager.
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