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Data Dissemination using Instantly Decodable Binary Codes in Fog-Radio Access Networks

Douik, Ahmed and Sorour, Sameh (2018) Data Dissemination using Instantly Decodable Binary Codes in Fog-Radio Access Networks. IEEE Transactions on Communications, 66 (5). pp. 2052-2064. ISSN 0090-6778. http://resolver.caltech.edu/CaltechAUTHORS:20180131-085405029

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Abstract

This paper considers a device-to-device (D2D) fogradio access network wherein a set of users are required to store/receive a set of files. The D2D devices are connected to a subset of the cloud data centers and thus possess a subset of the data. This paper is interested in reducing the total time of communication, i.e., the completion time, required to disseminate all files among all devices using instantly decodable network coding (IDNC). Unlike previous studies that assume a fully connected communication network, this paper tackles the more realistic scenario of a partially connected network in which devices are not all in the transmission range of one another. The joint optimization of selecting the transmitting device(s) and the file combination(s) is first formulated, and its intractability is exhibited. The completion time is approximated using the celebrated decoding delay approach by deriving the relationship between the quantities in a partially connected network. The paper introduces the cooperation graph and demonstrates that the problem is equivalent to a maximum weight clique problem over the newly designed graph. Extensive simulations reveal that the proposed solution provides noticeable performance enhancement and outperforms previously proposed IDNC-based schemes.


Item Type:Article
Related URLs:
URLURL TypeDescription
https://doi.org/10.1109/TCOMM.2018.2797085DOIArticle
http://ieeexplore.ieee.org/document/8267199PublisherArticle
http://resolver.caltech.edu/CaltechAUTHORS:20170726-150021342Related ItemConference paper
ORCID:
AuthorORCID
Douik, Ahmed0000-0001-7791-9443
Sorour, Sameh0000-0002-3936-7833
Additional Information:© 2018 IEEE. Manuscript received June 21, 2017; revised November 16, 2017; accepted January 14, 2018. Date of publication January 23, 2018; date of current version May 15, 2018. This paper [1] was presented at the Proceedings of International Wireless Communications and Mobile Computing Conference (IWCMC’ 2017), Valencia, Spain.
Subject Keywords:Fog Radio Access Networks; Data Dissemination; Partially Connected Networks; Instantaneous Codes
Record Number:CaltechAUTHORS:20180131-085405029
Persistent URL:http://resolver.caltech.edu/CaltechAUTHORS:20180131-085405029
Official Citation:A. Douik and S. Sorour, "Data Dissemination Using Instantly Decodable Binary Codes in Fog-Radio Access Networks," in IEEE Transactions on Communications, vol. 66, no. 5, pp. 2052-2064, May 2018. doi: 10.1109/TCOMM.2018.2797085. URL: http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=8267199&isnumber=8359223
Usage Policy:No commercial reproduction, distribution, display or performance rights in this work are provided.
ID Code:84592
Collection:CaltechAUTHORS
Deposited By: Tony Diaz
Deposited On:31 Jan 2018 17:49
Last Modified:18 May 2018 18:14

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