Ecole d'ingénieur et centre de recherche en Sciences du numérique

Offloading on the edge: Performance and cost analysis of local data storage and offloading in HetNets

Sermpezis, Pavlos; Spyropoulos, Thrasyvoulos

WONS 2017, 13th IEEE/IFIP Wireless On-demand Network systems and Services Conference, 21-24 February 2017, Jackson Hole, USA

The rapid increase in data traffic demand has overloaded existing cellular networks. Planned upgrades in the communication architecture (e.g. LTE), while helpful, are not expected to keep up with demand. As a result, extensive densification through small cells, caching content closer to or even at the device, device-to-device (D2D) communications, and delayed content delivery are seen as necessary components for future heterogeneous cellular networks to withstand the data crunch. Nevertheless, these options imply new CAPEX and OPEX costs, extensive backhaul support, and contract plan incentives for D2D. A number of interesting tradeoffs, relating to performance and costs, arise thus for the operator. In this paper, we analytically investigate the extent to which local storage and communication through "edge" nodes could help offload traffic in a heterogeneous network (HetNet). We propose a model that can capture generic HetNet setups (comprising small cells, D2D communication, delayed delivery schemes, transmission costs, etc.). We analyse (a) the offloading performance and (b) the costs involved for the operator, and derive simple closed-form expressions as a function of the network parameters. Our results can be useful in performance evaluation and optimization of offloading and caching strategies, network dimensioning, pricing policies, etc.

Document Doi Bibtex

Titre:Offloading on the edge: Performance and cost analysis of local data storage and offloading in HetNets
Type:Conférence
Langue:English
Ville:Jackson Hole
Pays:ÉTATS-UNIS
Date:
Département:Systèmes de Communication
Eurecom ref:5089
Copyright: © 2017 IEEE. Personal use of this material is permitted. However, permission to reprint/republish this material for advertising or promotional purposes or for creating new collective works for resale or redistribution to servers or lists, or to reuse any copyrighted component of this work in other works must be obtained from the IEEE.
Bibtex: @inproceedings{EURECOM+5089, doi = {http://dx.doi.org/10.1109/WONS.2017.7888775}, year = {2017}, title = {{O}ffloading on the edge: {P}erformance and cost analysis of local data storage and offloading in {H}et{N}ets}, author = {{S}ermpezis, {P}avlos and {S}pyropoulos, {T}hrasyvoulos}, booktitle = {{WONS} 2017, 13th {IEEE}/{IFIP} {W}ireless {O}n-demand {N}etwork systems and {S}ervices {C}onference, 21-24 {F}ebruary 2017, {J}ackson {H}ole, {USA}}, address = {{J}ackson {H}ole, {\'{E}}{TATS}-{UNIS}}, month = {02}, url = {http://www.eurecom.fr/publication/5089} }
Voir aussi: