Title :
A Novel Architecture for Data-Repeaters in the Future Internet
Author :
Gunay, Melih ; Al-Turjman, Fadi ; Kucukoglu, Irem ; Simsek, Yilmaz
Author_Institution :
Akdeniz Univ., Antalya, Turkey
Abstract :
With the explosion of multimedia and heavily bandwidth-demanding applications, the Internet is wasted by repeated downloads of popular data. Hence, the information-centric networks (ICNs), or so-called future Internet, have been proposed for efficient data delivery. In this paper, we propose to place data repeaters (DRs) in high-demand regions. Placement of the DRs in these regions is optimized though the deployment approach that achieves two main network objectives: 1) minimizing data-delivery traffic and 2) minimizing data-publisher load. We formulate the deployment problem as a mixed integer linear program that determines the optimal set of deployment locations among the candidate hot spots to meet the future Internet objective. Our simulation results demonstrate that the significant data-delivery traffic and publishers´ load reductions are possible by incorporating the proposed deployment strategy. Through simulations, we also use the optimized deployment approach to investigate the factors that affect the optimal DR allocation in the ICN, such as the DRs´ count, network size, hot spots distribution, and publishers´ load-balance. Using our results, we make observations on how service providers can best deploy/utilize DRs in the future Internet.
Keywords :
Internet; integer programming; linear programming; minimisation; telecommunication traffic; ICN; data delivery; data-delivery traffic minimization; data-publisher load minimization; data-repeaters; deployment approach; future Internet; hot spots distribution; information-centric networks; mixed integer linear program; multimedia explosion; network size; optimal DR allocation; publishers load reductions; Computational modeling; Computer architecture; Internet; Load modeling; Publishing; Repeaters; Resource management; Cost; data repeaters (DRs) deployment; future Internet; information-centric networks (ICNs); publisher offloading;
Journal_Title :
Electrical and Computer Engineering, Canadian Journal of
DOI :
10.1109/CJECE.2015.2451518