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Semi-Partitioned Scheduling of Dynamic Real-Time Workload: A Practical Approach Based on Analysis-Driven Load Balancing

机译:动态实时工作负荷的半分区调度:一种基于分析驱动的负载均衡的实用方法

摘要

Recent work showed that semi-partitioned scheduling can achieve near-optimal schedulability performance, is simpler to implement compared to global scheduling, and less heavier in terms of runtime overhead, thus resulting in an excellent choice for implementing real-world systems. However, semi-partitioned scheduling typically leverages an off-line design to allocate tasks across the available processors, which requires a-priori knowledge of the workload. Conversely, several simple global schedulers, as global earliest-deadline first (G-EDF), can transparently support dynamic workload without requiring a task-allocation phase. Nonetheless, such schedulers exhibit poor worst-case performance.This work proposes a semi-partitioned approach to efficiently schedule dynamic real-time workload on a multiprocessor system. A linear-time approximation for the C=D splitting scheme under partitioned EDF scheduling is first presented to reduce the complexity of online scheduling decisions. Then, a load-balancing algorithm is proposed for admitting new real-time workload in the system with limited workload re-allocation. A large-scale experimental study shows that the linear-time approximation has a very limited utilization loss compared to the exact technique and the proposed approach achieves very high schedulability performance, with a consistent improvement on G-EDF and pure partitioned EDF scheduling.
机译:最近的工作表明,半分区调度可以实现接近最佳的可调度性能,与全局调度相比,实现起来更简单,并且在运行时开销方面的负担也更少,因此是实现实际系统的绝佳选择。但是,半分区调度通常利用离线设计在可用处理器之间分配任务,这需要对工作负载有先验知识。相反,作为简单的全局最早截止时间(G-EDF),几个简单的全局调度程序可以透明地支持动态工作负载,而无需任务分配阶段。但是,此类调度程序在最坏情况下的性能很差。这项工作提出了一种半分区方法,可以在多处理器系统上有效地调度动态实时工作负载。首先提出了在分区EDF调度下C = D拆分方案的线性时间近似,以降低在线调度决策的复杂性。然后,提出了一种负载均衡算法,用于在工作负载重新分配受限的情况下接纳新的实时工作负载。一项大规模的实验研究表明,与精确技术相比,线性时间近似方法的利用率损失非常有限,并且所提出的方法具有很高的可调度性,并且在G-EDF和纯分区EDF调度方面具有一致的改进。

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