.png){kind=icon}
返回
AdaMICA: Adaptive Multicore Intermittent Computing
.png){kind=icon}
OA
AI
DOI：10.1145/3550304.png)
.png){kind=icon}
原文求助.png){kind=icon}
分享.png){kind=icon}
收藏
摘要
En 中文
Recent studies on intermittent computing target single-core processors and underestimate the efficient parallel execution of highly-parallelizable machine learning tasks. Even though general-purpose multicore processors provide a high degree of parallelism and programming flexibility, intermittent computing has not exploited them yet. Filling this gap, we introduce AdaMICA (Adaptive Multicore Intermittent Computing) runtime that supports, for the first time, parallel intermittent computing and provides the highest degree of flexibility of programmable general-purpose multiple cores. AdaMICA is adaptive since it responds to the changes in the environmental power availability by dynamically reconfiguring the underlying multicore architecture to use the power most optimally. Our results demonstrate that AdaMICA significantly increases the throughput (52% on average) and decreases the latency (31% on average) by dynamically scaling the underlying architecture, considering the variations in the unpredictable harvested energy.
Keyword:
batteryless systems
intermittent computing
energy-aware adaptive systems
multicore systems
parallelism
期刊
P
IF:
4.5
论文数:
1.1K
被引数:
7.2K
机构
引用论文
分享收藏Pragmatic Memory-System Support for Intermittent Computing Using Emerging Nonvolatile Memory使用新兴的非易失性存储器对间歇计算的实用存储器系统支持OAAI
OAAI分享收藏Mechanical and Corrosion Properties of Two Precipitation-Hardened Mg-Y-Nd-Gd-Dy Alloys with Small Changes in Chemical Composition.png)
JOM
JOMIF0
PREAI
分享收藏Hibernus plus plus : A Self-Calibrating and Adaptive System for Transiently-Powered Embedded Devices
PREAI
分享收藏
查看更多内容