Context-Aware Dataflow Adaptation Technique for Low-Power Multi-Core Embedded Systems

被引:6
作者
Jung, Hyeonseok [1 ]
Yang, Hoeseok [1 ]
机构
[1] Ajou Univ, Dept ECE, Suwon, South Korea
来源
2018 55TH ACM/ESDA/IEEE DESIGN AUTOMATION CONFERENCE (DAC) | 2018年
基金
新加坡国家研究基金会;
关键词
Context-awareness; multi-core; dataflow adaptation;
D O I
10.1145/3195970.3196015
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Today's embedded systems operate under increasingly dynamic conditions. First, computational workloads can be either fluctuating or adjustable. Moreover, as many devices are battery -powered, it is common to have runtime power management technique, which results in dynamic power budget. This paper presents a design methodology for multi -core systems, based on dataflow specification, that can deal with various contexts. We optimize the original dataflow considering various working conditions, then, autonomously adapt it to a pre -defined optimal form in response to context changes. We show the effectiveness of the proposed technique with a real -life case study and synthetic benchmarks.
引用
收藏
页数:6
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