Energy Minimization for Cellular Network Interfaces with Dynamic Link Quality

Xiao Lei; Zaiyang Tang; Peng Li; Hai Jin; Song Guo; Xiaofei Liao; Feng Lu

doi:10.1109/ICCCN.2015.7288406

Energy Minimization for Cellular Network Interfaces with Dynamic Link Quality

Xiao Lei, Zaiyang Tang, Peng Li, Hai Jin, Song Guo, Xiaofei Liao, Feng Lu

Research output: Chapter in book / Conference proceeding › Conference article published in proceeding or book › Academic research › peer-review

1 Citation (Scopus)

Abstract

It has been recognized that cellular network interfaces are not energy efficient because of tail energy after each transmission. Although many research efforts have been made to reduce tail energy, they ignore the dynamic of link quality caused by user mobility or network congestion, which would lead to limited improvement without quality-of-experience guarantee. In this paper, we study to minimize energy consumption of the cellular network interface with a sequence of download/upload requests. Given accurate estimation of achievable link rate, we design a dynamic-programming (DP) based algorithm to obtain the optimal solution. Without the knowledge of dynamic link quality and future requests, an online algorithm is proposed to approximate the optimal solution. Finally, we conduct extensive simulations using real traces to evaluate the performance of our proposals, and the results show that 29% energy can be saved by using our algorithm under typical network settings.

Original language	English
Title of host publication	24th International Conference on Computer Communications and Networks, ICCCN 2015
Publisher	IEEE
Volume	2015-October
ISBN (Electronic)	9781479999644
DOIs	https://doi.org/10.1109/ICCCN.2015.7288406
Publication status	Published - 2 Oct 2015
Externally published	Yes
Event	24th International Conference on Computer Communications and Networks, ICCCN 2015 - Las Vegas, United States Duration: 3 Aug 2015 → 6 Aug 2015

Conference

Conference	24th International Conference on Computer Communications and Networks, ICCCN 2015
Country/Territory	United States
City	Las Vegas
Period	3/08/15 → 6/08/15

Keywords

Cellular network
Data transmission
Energy efficiency
Long tail effect
Network fluctuation

ASJC Scopus subject areas

Computer Networks and Communications
Hardware and Architecture
Software

UN SDGs

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

More information

10.1109/ICCCN.2015.7288406

Cite this

@inproceedings{7c06592c437f40a0b1a3d9244229954a,

title = "Energy Minimization for Cellular Network Interfaces with Dynamic Link Quality",

abstract = "It has been recognized that cellular network interfaces are not energy efficient because of tail energy after each transmission. Although many research efforts have been made to reduce tail energy, they ignore the dynamic of link quality caused by user mobility or network congestion, which would lead to limited improvement without quality-of-experience guarantee. In this paper, we study to minimize energy consumption of the cellular network interface with a sequence of download/upload requests. Given accurate estimation of achievable link rate, we design a dynamic-programming (DP) based algorithm to obtain the optimal solution. Without the knowledge of dynamic link quality and future requests, an online algorithm is proposed to approximate the optimal solution. Finally, we conduct extensive simulations using real traces to evaluate the performance of our proposals, and the results show that 29% energy can be saved by using our algorithm under typical network settings.",

keywords = "Cellular network, Data transmission, Energy efficiency, Long tail effect, Network fluctuation",

author = "Xiao Lei and Zaiyang Tang and Peng Li and Hai Jin and Song Guo and Xiaofei Liao and Feng Lu",

year = "2015",

month = oct,

day = "2",

doi = "10.1109/ICCCN.2015.7288406",

language = "English",

volume = "2015-October",

booktitle = "24th International Conference on Computer Communications and Networks, ICCCN 2015",

publisher = "IEEE",

address = "United States",

note = "24th International Conference on Computer Communications and Networks, ICCCN 2015 ; Conference date: 03-08-2015 Through 06-08-2015",

}

Lei, X, Tang, Z, Li, P, Jin, H, Guo, S, Liao, X & Lu, F 2015, Energy Minimization for Cellular Network Interfaces with Dynamic Link Quality. in 24th International Conference on Computer Communications and Networks, ICCCN 2015. vol. 2015-October, 7288406, IEEE, 24th International Conference on Computer Communications and Networks, ICCCN 2015, Las Vegas, United States, 3/08/15. https://doi.org/10.1109/ICCCN.2015.7288406

Energy Minimization for Cellular Network Interfaces with Dynamic Link Quality. / Lei, Xiao; Tang, Zaiyang; Li, Peng et al.

24th International Conference on Computer Communications and Networks, ICCCN 2015. Vol. 2015-October IEEE, 2015. 7288406.

Research output: Chapter in book / Conference proceeding › Conference article published in proceeding or book › Academic research › peer-review

TY - GEN

T1 - Energy Minimization for Cellular Network Interfaces with Dynamic Link Quality

AU - Lei, Xiao

AU - Tang, Zaiyang

AU - Li, Peng

AU - Jin, Hai

AU - Guo, Song

AU - Liao, Xiaofei

AU - Lu, Feng

PY - 2015/10/2

Y1 - 2015/10/2

N2 - It has been recognized that cellular network interfaces are not energy efficient because of tail energy after each transmission. Although many research efforts have been made to reduce tail energy, they ignore the dynamic of link quality caused by user mobility or network congestion, which would lead to limited improvement without quality-of-experience guarantee. In this paper, we study to minimize energy consumption of the cellular network interface with a sequence of download/upload requests. Given accurate estimation of achievable link rate, we design a dynamic-programming (DP) based algorithm to obtain the optimal solution. Without the knowledge of dynamic link quality and future requests, an online algorithm is proposed to approximate the optimal solution. Finally, we conduct extensive simulations using real traces to evaluate the performance of our proposals, and the results show that 29% energy can be saved by using our algorithm under typical network settings.

AB - It has been recognized that cellular network interfaces are not energy efficient because of tail energy after each transmission. Although many research efforts have been made to reduce tail energy, they ignore the dynamic of link quality caused by user mobility or network congestion, which would lead to limited improvement without quality-of-experience guarantee. In this paper, we study to minimize energy consumption of the cellular network interface with a sequence of download/upload requests. Given accurate estimation of achievable link rate, we design a dynamic-programming (DP) based algorithm to obtain the optimal solution. Without the knowledge of dynamic link quality and future requests, an online algorithm is proposed to approximate the optimal solution. Finally, we conduct extensive simulations using real traces to evaluate the performance of our proposals, and the results show that 29% energy can be saved by using our algorithm under typical network settings.

KW - Cellular network

KW - Data transmission

KW - Energy efficiency

KW - Long tail effect

KW - Network fluctuation

UR - http://www.scopus.com/inward/record.url?scp=84959431644&partnerID=8YFLogxK

U2 - 10.1109/ICCCN.2015.7288406

DO - 10.1109/ICCCN.2015.7288406

M3 - Conference article published in proceeding or book

VL - 2015-October

BT - 24th International Conference on Computer Communications and Networks, ICCCN 2015

PB - IEEE

T2 - 24th International Conference on Computer Communications and Networks, ICCCN 2015

Y2 - 3 August 2015 through 6 August 2015

ER -

Energy Minimization for Cellular Network Interfaces with Dynamic Link Quality

Abstract

Conference

Keywords

ASJC Scopus subject areas

UN SDGs

More information

Other files and links

Fingerprint

Cite this