LEC-MiCs:混合关键性多核系统中的低能耗检查点技术

Sepideh Safari, Shayan Shokri, S. Hessabi, Pejman Lotfi-Kamran
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摘要

随着多核平台在混合关键性系统(MCS)设计中的出现,在保证低关键性任务达到可接受的服务水平的同时,对可靠性和能耗的同步管理成为一项重要挑战。为确保混合关键度系统在瞬时故障下的可靠性,需要采用容错技术,但这会增加能耗。为减少能源消耗,将采用动态电压和频率扩展(DVFS)技术。然而,这种技术可能会导致违反高关键性任务的时序约束。因此,本文首次提出了低能耗检查点技术,以保证多核平台中多个抢占式周期性混合关键性任务的可靠性。与以往考虑系统中所有任务都应容忍的特定故障数的检查点技术不同,本文通过提出的公式确定任务的每个执行部分以及每个电压和频率级别的可容忍故障数,以满足基于安全标准的可靠性目标。然后,我们提出的方法分别为每个任务的正常部分和超限部分确定检查点数量及其非均匀间隔,以降低能耗。此外,我们还提出了统一的需求约束函数(DBF)分析法,用于分析任务集的可调度性,其中每个高关键度任务都满足其时序和可靠性约束,而低关键度任务则在系统的每种运行模式下根据其推导出的保证周期执行。实验结果表明,我们提出的方案在满足时间和可靠性约束的同时,还提高了低关键度任务的服务质量,并将能耗控制在平均 29.49% 和 32.78% 的水平。
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LEC-MiCs: Low-Energy Checkpointing in Mixed-Criticality Multi-Core Systems
With the advent of multicore platforms in designing Mixed-Criticality Systems (MCSs), simultaneous management of reliability and energy while guaranteeing an acceptable service level for low-criticality tasks is a crucial challenge. To ensure the reliability of the MCSs against transient faults, fault-tolerant techniques are employed which will increase energy consumption. To mitigate the energy overhead, the Dynamic Voltage and Frequency Scaling (DVFS) technique will be exploited. However, this technique might lead to violating the timing constraints of high-criticality tasks. Therefore, this paper presents, for the first time, the low-energy checkpointing technique to guarantee the reliability of multiple preemptive periodic mixed-criticality tasks in a multicore platform. In contrast to the previous works in checkpointing technique which consider a specific number of faults that all the tasks in the system should tolerate, in this paper, the number of tolerable faults for each execution section of a task, and in each voltage and frequency level is determined through proposed formulas to meet the reliability target based on safety standards. Then, our proposed method determines the number of checkpoints and their non-uniform intervals for the normal and overrun sections of each task to reduce energy consumption, respectively. Moreover, the unified demand bound function (DBF) analysis is proposed for analyzing the schedulability of the task set, where each high-criticality task meets its timing and reliability constraints, and low-criticality tasks execute based on their derived guaranteed periods in each operational mode of the system. Experimental results show that our proposed scheme meets the timing and reliability constraints while at the same time, improving the QoS of low-criticality tasks, and managing energy consumption with an average of 29.49%, and 32.78%, respectively.
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