On the effects of subpacketization in content-centric mobile networks

Adeel Malik, Sung Hoon Lim, Won Yong Shin

Research output: Contribution to journalArticlepeer-review

7 Citations (Scopus)

Abstract

A large-scale content-centric mobile ad hoc network employing subpacketization is studied in which each mobile node having finite-size cache moves according to the reshuffling mobility model and requests a content object from the library independently at random according to the Zipf popularity distribution. Instead of assuming that one content object is transferred in a single time slot, we consider a more challenging scenario where the size of each content object is considerably large and thus only a subpacket of a file can be delivered during one time slot, which is motivated by a fast mobility scenario. Under our mobility model, we consider a single-hop-based content delivery and characterize the fundamental tradeoffs between throughput and delay. The order-optimal throughput-delay tradeoff is analyzed by presenting the following two content reception strategies: the sequential reception for uncoded caching and the random reception for maximum distance separable (MDS)-coded caching. We also perform numerical evaluation to validate our analytical results. In particular, we conduct performance comparisons between the uncoded caching and the MDS-coded caching strategies by identifying the regimes in which the performance difference between the two caching strategies becomes prominent with respect to system parameters such as the Zipf exponent and the number of subpackets. In addition, we extend our study to the random walk mobility scenario and show that our main results are essentially the same as those in the reshuffling mobility model.

Original languageEnglish
Article number8374084
Pages (from-to)1721-1736
Number of pages16
JournalIEEE Journal on Selected Areas in Communications
Volume36
Issue number8
DOIs
Publication statusPublished - 2018 Aug

Bibliographical note

Funding Information:
Manuscript received December 11, 2017; revised April 17, 2018; accepted April 18, 2018. Date of publication June 6, 2018; date of current version October 30, 2018. This work was supported by the Basic Science Research Program through the National Research Foundation of Korea (NRF), Ministry of Education, under Grant NRF-2017R1D1A1A09000835 and Grant NRF-2017R1C1B1004192. (Corresponding author: Won-Yong Shin.) A. Malik and W.-Y. Shin are with the Department of Computer Science and Engineering, Dankook University, Yongin 16890, South Korea (e-mail: adeel_malik91@yahoo.com; wyshin@dankook.ac.kr).

Publisher Copyright:
© 1983-2012 IEEE.

All Science Journal Classification (ASJC) codes

  • Computer Networks and Communications
  • Electrical and Electronic Engineering

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