Heterogeneity-aware Multicore Synchronization for Intermittent Systems

Author:

Chen Wei-Ming1,Kuo Tei-Wei2,Hsiu Pi-Cheng3

Affiliation:

1. Academia Sinica and National Taiwan University, Taiwan

2. City University of Hong Kong, China and National Taiwan University, Taiwan

3. Academia Sinica, National Taiwan University and National Chi Nan University, Taiwan

Abstract

Intermittent systems enable batteryless devices to operate through energy harvesting by leveraging the complementary characteristics of volatile (VM) and non-volatile memory (NVM). Unfortunately, alternate and frequent accesses to heterogeneous memories for accumulative execution across power cycles can significantly hinder computation progress. The progress impediment is mainly due to more CPU time being wasted for slow NVM accesses than for fast VM accesses. This paper explores how to leverage heterogeneous cores to mitigate the progress impediment caused by heterogeneous memories. In particular, a delegable and adaptive synchronization protocol is proposed to allow memory accesses to be delegated between cores and to dynamically adapt to diverse memory access latency. Moreover, our design guarantees task serializability across multiple cores and maintains data consistency despite frequent power failures. We integrated our design into FreeRTOS running on a Cypress device featuring heterogeneous dual cores and hybrid memories. Experimental results show that, compared to recent approaches that assume single-core intermittent systems, our design can improve computation progress at least 1.8x and even up to 33.9x by leveraging core heterogeneity.

Funder

Ministry of Science and Technology, Taiwan

Publisher

Association for Computing Machinery (ACM)

Subject

Hardware and Architecture,Software

Reference49 articles.

1. n.d. A Heterogeneity-aware Multicore Intermittent Operating System. Available: https://github.com/EMCLab-Sinica/Intermittent-Multicore. n.d. A Heterogeneity-aware Multicore Intermittent Operating System. Available: https://github.com/EMCLab-Sinica/Intermittent-Multicore.

2. n.d. An Intermittent Operating System. Available: https://github.com/EMCLab-Sinica/Intermittent-OS. n.d. An Intermittent Operating System. Available: https://github.com/EMCLab-Sinica/Intermittent-OS.

3. n.d. The FreeRTOS™ Kernel. Available: https://www.freertos.org. n.d. The FreeRTOS™ Kernel. Available: https://www.freertos.org.

4. Hibernus++: A self-calibrating and adaptive system for transiently-powered embedded devices;Balsamo D.;IEEE TCAD,2016

5. Sytare: A Lightweight Kernel for NVRAM-Based Transiently-Powered Systems

Cited by 9 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. REC: REtime Convolutional Layers to Fully Exploit Harvested Energy for ReRAM-based CNN Accelerators;ACM Transactions on Embedded Computing Systems;2024-09-11

2. Empowering Intermittent IoT Networks;2024 International Conference on Science Technology Engineering and Management (ICSTEM);2024-04-26

3. Toward Energy-efficient STT-MRAM-based Near Memory Computing Architecture for Embedded Systems;ACM Transactions on Embedded Computing Systems;2024-04-25

4. Energy-Efficient Communications for Improving Timely Progress of Intermittent-Powered BLE Devices;ACM Transactions on Embedded Computing Systems;2023-11-09

5. Experimental Demonstration of STT-MRAM-based Nonvolatile Instantly On/Off System for IoT Applications: Case Studies;ACM Transactions on Embedded Computing Systems;2023-01-27

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3