Energy Efficiency of Server-Centric PON Data Center Architecture for Fog Computing

Sanaa Hamid Mohamed; Taisir E.H. El-Gorashi; Jaafar M.H. Elmirghani

doi:10.1109/ICTON.2018.8473877

Energy Efficiency of Server-Centric PON Data Center Architecture for Fog Computing

Sanaa Hamid Mohamed
, Taisir E.H. El-Gorashi
, Jaafar M.H. Elmirghani

Research output: A Conference proceeding or a Chapter in Book › Conference contribution › peer-review

23 Citations (Scopus)

Abstract

In this paper, we utilize Mixed Integer Linear Programming (MILP) models to compare the energy efficiency and performance of a server-centric Passive Optical Networks (PON)-based data centers design with different data centers networking topologies for the use in fog computing. For representative MapReduce workloads, completion time results indicate that the server-centric PON-based design achieves 67% reduction in the energy consumption compared to DCell with equivalent performance.

Original language	English
Title of host publication	2018 20th International Conference on Transparent Optical Networks, ICTON 2018
Place of Publication	United States
Publisher	IEEE, Institute of Electrical and Electronics Engineers
Pages	1-4
Number of pages	4
ISBN (Electronic)	9781538666050
ISBN (Print)	9781538666067
DOIs	https://doi.org/10.1109/ICTON.2018.8473877
Publication status	Published - 26 Sept 2018
Externally published	Yes
Event	20th International Conference on Transparent Optical Networks, ICTON 2018 - Bucharest, Romania Duration: 1 Jul 2018 → 5 Jul 2018

Publication series

Name	International Conference on Transparent Optical Networks
Volume	2018-July
ISSN (Electronic)	2162-7339

Conference

Conference	20th International Conference on Transparent Optical Networks, ICTON 2018
Country/Territory	Romania
City	Bucharest
Period	1/07/18 → 5/07/18

UN SDGs

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

SDG 7 Affordable and Clean Energy

Access to Document

10.1109/ICTON.2018.8473877

Cite this

Mohamed, S. H., El-Gorashi, T. E. H., & Elmirghani, J. M. H. (2018). Energy Efficiency of Server-Centric PON Data Center Architecture for Fog Computing. In 2018 20th International Conference on Transparent Optical Networks, ICTON 2018 (pp. 1-4). Article 8473877 (International Conference on Transparent Optical Networks; Vol. 2018-July). IEEE, Institute of Electrical and Electronics Engineers. https://doi.org/10.1109/ICTON.2018.8473877

Mohamed, Sanaa Hamid ; El-Gorashi, Taisir E.H. ; Elmirghani, Jaafar M.H. / Energy Efficiency of Server-Centric PON Data Center Architecture for Fog Computing. 2018 20th International Conference on Transparent Optical Networks, ICTON 2018. United States : IEEE, Institute of Electrical and Electronics Engineers, 2018. pp. 1-4 (International Conference on Transparent Optical Networks).

@inproceedings{aedefff964644218bb83a4b342ecb636,

title = "Energy Efficiency of Server-Centric PON Data Center Architecture for Fog Computing",

abstract = "In this paper, we utilize Mixed Integer Linear Programming (MILP) models to compare the energy efficiency and performance of a server-centric Passive Optical Networks (PON)-based data centers design with different data centers networking topologies for the use in fog computing. For representative MapReduce workloads, completion time results indicate that the server-centric PON-based design achieves 67\% reduction in the energy consumption compared to DCell with equivalent performance.",

keywords = "completion time, data center networking (DCN), energy efficiency, MapReduce, optical line terminal (OLT), passive optical networks (PON)",

author = "Mohamed, \{Sanaa Hamid\} and El-Gorashi, \{Taisir E.H.\} and Elmirghani, \{Jaafar M.H.\}",

note = "Funding Information: The authors would like to acknowledge funding from the Engineering and Physical Sciences Research Council (EPSRC), through INTERNET (EP/H040536/1) and STAR (EP/K016873/1) projects. The first author would like to acknowledge EPSRC for funding her PhD programme of study. All data are provided in full in the results section of this paper. Publisher Copyright: {\textcopyright} 2018 IEEE.; 20th International Conference on Transparent Optical Networks, ICTON 2018 ; Conference date: 01-07-2018 Through 05-07-2018",

year = "2018",

month = sep,

day = "26",

doi = "10.1109/ICTON.2018.8473877",

language = "English",

isbn = "9781538666067",

series = "International Conference on Transparent Optical Networks",

publisher = "IEEE, Institute of Electrical and Electronics Engineers",

pages = "1--4",

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address = "United States",

}

Mohamed, SH, El-Gorashi, TEH & Elmirghani, JMH 2018, Energy Efficiency of Server-Centric PON Data Center Architecture for Fog Computing. in 2018 20th International Conference on Transparent Optical Networks, ICTON 2018., 8473877, International Conference on Transparent Optical Networks, vol. 2018-July, IEEE, Institute of Electrical and Electronics Engineers, United States, pp. 1-4, 20th International Conference on Transparent Optical Networks, ICTON 2018, Bucharest, Romania, 1/07/18. https://doi.org/10.1109/ICTON.2018.8473877

Energy Efficiency of Server-Centric PON Data Center Architecture for Fog Computing. / Mohamed, Sanaa Hamid; El-Gorashi, Taisir E.H.; Elmirghani, Jaafar M.H.
2018 20th International Conference on Transparent Optical Networks, ICTON 2018. United States: IEEE, Institute of Electrical and Electronics Engineers, 2018. p. 1-4 8473877 (International Conference on Transparent Optical Networks; Vol. 2018-July).

Research output: A Conference proceeding or a Chapter in Book › Conference contribution › peer-review

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AU - Mohamed, Sanaa Hamid

AU - El-Gorashi, Taisir E.H.

AU - Elmirghani, Jaafar M.H.

N1 - Funding Information: The authors would like to acknowledge funding from the Engineering and Physical Sciences Research Council (EPSRC), through INTERNET (EP/H040536/1) and STAR (EP/K016873/1) projects. The first author would like to acknowledge EPSRC for funding her PhD programme of study. All data are provided in full in the results section of this paper. Publisher Copyright: © 2018 IEEE.

PY - 2018/9/26

Y1 - 2018/9/26

N2 - In this paper, we utilize Mixed Integer Linear Programming (MILP) models to compare the energy efficiency and performance of a server-centric Passive Optical Networks (PON)-based data centers design with different data centers networking topologies for the use in fog computing. For representative MapReduce workloads, completion time results indicate that the server-centric PON-based design achieves 67% reduction in the energy consumption compared to DCell with equivalent performance.

AB - In this paper, we utilize Mixed Integer Linear Programming (MILP) models to compare the energy efficiency and performance of a server-centric Passive Optical Networks (PON)-based data centers design with different data centers networking topologies for the use in fog computing. For representative MapReduce workloads, completion time results indicate that the server-centric PON-based design achieves 67% reduction in the energy consumption compared to DCell with equivalent performance.

KW - completion time

KW - data center networking (DCN)

KW - energy efficiency

KW - MapReduce

KW - optical line terminal (OLT)

KW - passive optical networks (PON)

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Mohamed SH, El-Gorashi TEH, Elmirghani JMH. Energy Efficiency of Server-Centric PON Data Center Architecture for Fog Computing. In 2018 20th International Conference on Transparent Optical Networks, ICTON 2018. United States: IEEE, Institute of Electrical and Electronics Engineers. 2018. p. 1-4. 8473877. (International Conference on Transparent Optical Networks). doi: 10.1109/ICTON.2018.8473877

Energy Efficiency of Server-Centric PON Data Center Architecture for Fog Computing

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