Recache: Efficient sustainable energy management circuits and policies for computing systems

Longjun Liu; Hongbin Sun; Peng Gao; Nanning Zheng; Tao Li

doi:10.1109/ISCAS.2019.8702515

Recache: Efficient sustainable energy management circuits and policies for computing systems

Longjun Liu
, Hongbin Sun
, Peng Gao
, Nanning Zheng
, Tao Li

College of Artificial Intelligence and Robotics

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

2 Scopus citations

Abstract

the rapidly growing computing systems, such as AI server cluster, IoT devices etc. are facing increasing energy expenditure pressure and the warning of carbon footprint. Designing eco-friendly computing systems which integrated renewable energy sources have attracted considerable attentions recently. Existing schemes either incur green energy efficiency degradation or sacrifice workload performance. This paper proposes REcache (Renewable Energy cache), a sustainable energy management scheme to efficiently utilize green energy for computing systems. Compared to previous proposals, we present a dedicated circuit and energy-aware management policies to coordinate energy harvesting, power management and workload scheduling. We evaluate our scheme through both prototyping and simulation. The experimental results show that the REcache could effectively improve the energy availability 10%, workload performance 5% for different workloads on average.

Original language	English
Title of host publication	2019 IEEE International Symposium on Circuits and Systems, ISCAS 2019 - Proceedings
Publisher	Institute of Electrical and Electronics Engineers Inc.
ISBN (Electronic)	9781728103976
DOIs	https://doi.org/10.1109/ISCAS.2019.8702515
State	Published - 2019
Event	2019 IEEE International Symposium on Circuits and Systems, ISCAS 2019 - Sapporo, Japan Duration: 26 May 2019 → 29 May 2019

Publication series

Name	Proceedings - IEEE International Symposium on Circuits and Systems
Volume	2019-May
ISSN (Print)	0271-4310

Conference

Conference	2019 IEEE International Symposium on Circuits and Systems, ISCAS 2019
Country/Territory	Japan
City	Sapporo
Period	26/05/19 → 29/05/19

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

SDG 7 Affordable and Clean Energy
SDG 13 Climate Action

Keywords

Energy Storage
Energy-aware Systems
Power Management
Supplement Energy
Sustainable Computing

Access to Document

10.1109/ISCAS.2019.8702515

Cite this

Liu, L., Sun, H., Gao, P., Zheng, N., & Li, T. (2019). Recache: Efficient sustainable energy management circuits and policies for computing systems. In 2019 IEEE International Symposium on Circuits and Systems, ISCAS 2019 - Proceedings Article 8702515 (Proceedings - IEEE International Symposium on Circuits and Systems; Vol. 2019-May). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/ISCAS.2019.8702515

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title = "Recache: Efficient sustainable energy management circuits and policies for computing systems",

abstract = "the rapidly growing computing systems, such as AI server cluster, IoT devices etc. are facing increasing energy expenditure pressure and the warning of carbon footprint. Designing eco-friendly computing systems which integrated renewable energy sources have attracted considerable attentions recently. Existing schemes either incur green energy efficiency degradation or sacrifice workload performance. This paper proposes REcache (Renewable Energy cache), a sustainable energy management scheme to efficiently utilize green energy for computing systems. Compared to previous proposals, we present a dedicated circuit and energy-aware management policies to coordinate energy harvesting, power management and workload scheduling. We evaluate our scheme through both prototyping and simulation. The experimental results show that the REcache could effectively improve the energy availability 10\%, workload performance 5\% for different workloads on average.",

keywords = "Energy Storage, Energy-aware Systems, Power Management, Supplement Energy, Sustainable Computing",

author = "Longjun Liu and Hongbin Sun and Peng Gao and Nanning Zheng and Tao Li",

note = "Publisher Copyright: {\textcopyright} 2019 IEEE; 2019 IEEE International Symposium on Circuits and Systems, ISCAS 2019 ; Conference date: 26-05-2019 Through 29-05-2019",

year = "2019",

doi = "10.1109/ISCAS.2019.8702515",

language = "英语",

series = "Proceedings - IEEE International Symposium on Circuits and Systems",

publisher = "Institute of Electrical and Electronics Engineers Inc.",

booktitle = "2019 IEEE International Symposium on Circuits and Systems, ISCAS 2019 - Proceedings",

}

Liu, L , Sun, H, Gao, P, Zheng, N & Li, T 2019, Recache: Efficient sustainable energy management circuits and policies for computing systems. in 2019 IEEE International Symposium on Circuits and Systems, ISCAS 2019 - Proceedings., 8702515, Proceedings - IEEE International Symposium on Circuits and Systems, vol. 2019-May, Institute of Electrical and Electronics Engineers Inc., 2019 IEEE International Symposium on Circuits and Systems, ISCAS 2019, Sapporo, Japan, 26/05/19. https://doi.org/10.1109/ISCAS.2019.8702515

Recache: Efficient sustainable energy management circuits and policies for computing systems. / Liu, Longjun ; Sun, Hongbin; Gao, Peng et al.
2019 IEEE International Symposium on Circuits and Systems, ISCAS 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 2019. 8702515 (Proceedings - IEEE International Symposium on Circuits and Systems; Vol. 2019-May).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

TY - GEN

T1 - Recache

T2 - 2019 IEEE International Symposium on Circuits and Systems, ISCAS 2019

AU - Liu, Longjun

AU - Sun, Hongbin

AU - Gao, Peng

AU - Zheng, Nanning

AU - Li, Tao

PY - 2019

Y1 - 2019

N2 - the rapidly growing computing systems, such as AI server cluster, IoT devices etc. are facing increasing energy expenditure pressure and the warning of carbon footprint. Designing eco-friendly computing systems which integrated renewable energy sources have attracted considerable attentions recently. Existing schemes either incur green energy efficiency degradation or sacrifice workload performance. This paper proposes REcache (Renewable Energy cache), a sustainable energy management scheme to efficiently utilize green energy for computing systems. Compared to previous proposals, we present a dedicated circuit and energy-aware management policies to coordinate energy harvesting, power management and workload scheduling. We evaluate our scheme through both prototyping and simulation. The experimental results show that the REcache could effectively improve the energy availability 10%, workload performance 5% for different workloads on average.

AB - the rapidly growing computing systems, such as AI server cluster, IoT devices etc. are facing increasing energy expenditure pressure and the warning of carbon footprint. Designing eco-friendly computing systems which integrated renewable energy sources have attracted considerable attentions recently. Existing schemes either incur green energy efficiency degradation or sacrifice workload performance. This paper proposes REcache (Renewable Energy cache), a sustainable energy management scheme to efficiently utilize green energy for computing systems. Compared to previous proposals, we present a dedicated circuit and energy-aware management policies to coordinate energy harvesting, power management and workload scheduling. We evaluate our scheme through both prototyping and simulation. The experimental results show that the REcache could effectively improve the energy availability 10%, workload performance 5% for different workloads on average.

KW - Energy Storage

KW - Energy-aware Systems

KW - Power Management

KW - Supplement Energy

KW - Sustainable Computing

UR - https://www.scopus.com/pages/publications/85066801108

U2 - 10.1109/ISCAS.2019.8702515

DO - 10.1109/ISCAS.2019.8702515

M3 - 会议稿件

AN - SCOPUS:85066801108

T3 - Proceedings - IEEE International Symposium on Circuits and Systems

BT - 2019 IEEE International Symposium on Circuits and Systems, ISCAS 2019 - Proceedings

PB - Institute of Electrical and Electronics Engineers Inc.

Y2 - 26 May 2019 through 29 May 2019

ER -

Liu L , Sun H, Gao P, Zheng N, Li T. Recache: Efficient sustainable energy management circuits and policies for computing systems. In 2019 IEEE International Symposium on Circuits and Systems, ISCAS 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc. 2019. 8702515. (Proceedings - IEEE International Symposium on Circuits and Systems). doi: 10.1109/ISCAS.2019.8702515

Recache: Efficient sustainable energy management circuits and policies for computing systems

Abstract

Publication series

Conference

UN SDGs

Keywords

Access to Document

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