Sharing content at the edge of the network using game theoretic centrality

Anubhab Banerjee; Nishanth Sastry; Carmen Mas Machuca

doi:10.1109/ICTON.2019.8840576

Sharing content at the edge of the network using game theoretic centrality

Anubhab Banerjee, Nishanth Sastry, Carmen Mas Machuca

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

4 Citations (Scopus)

Abstract

Content Delivery Networks aim at delivering the desired content to each user at minimum delay and cost. To tackle this problem, the content placement problem considering available cache locations has been widely studied. However, this paper addresses this problem by taking advantage of using existing but still underused Wi-Fi links. Our study considers to cache content in user homes and sharing it among neighbours via Wi-Fi links. To maximizee energy savings and reduce delays, content should be intelligently placed at the caches distributed in different users' homes. We propose using a 'game theoretic centrality' metric, which models the sharing of content among neighbours as a co-operative coalition game. We apply this metric to study the energy savings and evaluate how close the contents are placed to the interested user(s).

Original language	English
Title of host publication	21st International Conference on Transparent Optical Networks, ICTON 2019
Publisher	IEEE Computer Society
Volume	2019-July
ISBN (Electronic)	9781728127798
DOIs	https://doi.org/10.1109/ICTON.2019.8840576
Publication status	Published - 1 Jul 2019
Event	21st International Conference on Transparent Optical Networks, ICTON 2019 - Angers, France Duration: 9 Jul 2019 → 13 Jul 2019

Conference

Conference	21st International Conference on Transparent Optical Networks, ICTON 2019
Country/Territory	France
City	Angers
Period	9/07/2019 → 13/07/2019

Keywords

Centrality measures
Content sharing
Edge caching
Game theoretic centrality

UN SDGs

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

Access to Document

10.1109/ICTON.2019.8840576

Cite this

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title = "Sharing content at the edge of the network using game theoretic centrality",

abstract = "Content Delivery Networks aim at delivering the desired content to each user at minimum delay and cost. To tackle this problem, the content placement problem considering available cache locations has been widely studied. However, this paper addresses this problem by taking advantage of using existing but still underused Wi-Fi links. Our study considers to cache content in user homes and sharing it among neighbours via Wi-Fi links. To maximizee energy savings and reduce delays, content should be intelligently placed at the caches distributed in different users' homes. We propose using a 'game theoretic centrality' metric, which models the sharing of content among neighbours as a co-operative coalition game. We apply this metric to study the energy savings and evaluate how close the contents are placed to the interested user(s).",

keywords = "Centrality measures, Content sharing, Edge caching, Game theoretic centrality",

author = "Anubhab Banerjee and Nishanth Sastry and Machuca, {Carmen Mas}",

year = "2019",

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doi = "10.1109/ICTON.2019.8840576",

language = "English",

volume = "2019-July",

booktitle = "21st International Conference on Transparent Optical Networks, ICTON 2019",

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note = "21st International Conference on Transparent Optical Networks, ICTON 2019 ; Conference date: 09-07-2019 Through 13-07-2019",

}

Banerjee, A, Sastry, N & Machuca, CM 2019, Sharing content at the edge of the network using game theoretic centrality. in 21st International Conference on Transparent Optical Networks, ICTON 2019. vol. 2019-July, 8840576, IEEE Computer Society, 21st International Conference on Transparent Optical Networks, ICTON 2019, Angers, France, 9/07/2019. https://doi.org/10.1109/ICTON.2019.8840576

TY - CHAP

T1 - Sharing content at the edge of the network using game theoretic centrality

AU - Banerjee, Anubhab

AU - Sastry, Nishanth

AU - Machuca, Carmen Mas

PY - 2019/7/1

Y1 - 2019/7/1

N2 - Content Delivery Networks aim at delivering the desired content to each user at minimum delay and cost. To tackle this problem, the content placement problem considering available cache locations has been widely studied. However, this paper addresses this problem by taking advantage of using existing but still underused Wi-Fi links. Our study considers to cache content in user homes and sharing it among neighbours via Wi-Fi links. To maximizee energy savings and reduce delays, content should be intelligently placed at the caches distributed in different users' homes. We propose using a 'game theoretic centrality' metric, which models the sharing of content among neighbours as a co-operative coalition game. We apply this metric to study the energy savings and evaluate how close the contents are placed to the interested user(s).

AB - Content Delivery Networks aim at delivering the desired content to each user at minimum delay and cost. To tackle this problem, the content placement problem considering available cache locations has been widely studied. However, this paper addresses this problem by taking advantage of using existing but still underused Wi-Fi links. Our study considers to cache content in user homes and sharing it among neighbours via Wi-Fi links. To maximizee energy savings and reduce delays, content should be intelligently placed at the caches distributed in different users' homes. We propose using a 'game theoretic centrality' metric, which models the sharing of content among neighbours as a co-operative coalition game. We apply this metric to study the energy savings and evaluate how close the contents are placed to the interested user(s).

KW - Centrality measures

KW - Content sharing

KW - Edge caching

KW - Game theoretic centrality

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U2 - 10.1109/ICTON.2019.8840576

DO - 10.1109/ICTON.2019.8840576

M3 - Conference paper

AN - SCOPUS:85073049742

VL - 2019-July

BT - 21st International Conference on Transparent Optical Networks, ICTON 2019

PB - IEEE Computer Society

T2 - 21st International Conference on Transparent Optical Networks, ICTON 2019

Y2 - 9 July 2019 through 13 July 2019

ER -

Sharing content at the edge of the network using game theoretic centrality

Abstract

Conference

Keywords

UN SDGs

Access to Document

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