Leaner and meaner: Network coding in SIMD enabled commercial devices

Publikation: Beitrag in Buch/Konferenzbericht/Sammelband/GutachtenBeitrag in KonferenzbandBeigetragenBegutachtung

Beitragende

Abstract

Although random linear network coding (RLNC) constitutes a highly efficient and distributed approach to enhance communication networks and distributed storage, it requires additional processing to be carried out in the network and in end devices. For mobile devices, this processing translates into energy use that may reduce the battery life of a device. This paper focuses not only on providing a comprehensive measurement study of the energy cost of RLNC in eight different computing platforms, but also explores novel approaches (e.g., tunable sparse network coding) and hardware optimizations for Single Instruction Multiple Data (SIMD) available in the latest generations of Intel and Advanced RISC Machines (ARM) processors. Our measurement results show that the former provides gains of two-To six-fold from the underlying algorithms over RLNC, while the latter provides gains for all schemes from 2x to as high as 20x. Finally, our results show that the latest generation of mobile processors reduce dramatically the energy per bit consumed for carrying out network coding operations compared to previous generations, thus making network coding a viable technology for the upcoming 5G communication systems, even without dedicated hardware.

Details

OriginalspracheEnglisch
Titel2016 IEEE Wireless Communications and Networking Conference, WCNC 2016
Herausgeber (Verlag)Institute of Electrical and Electronics Engineers Inc.
ISBN (elektronisch)9781467398145
PublikationsstatusVeröffentlicht - 12 Sept. 2016
Peer-Review-StatusJa

Publikationsreihe

ReiheIEEE Wireless Communications and Networking Conference, WCNC
Band2016-September
ISSN1525-3511

Konferenz

Titel2016 IEEE Wireless Communications and Networking Conference, WCNC 2016
Dauer3 - 7 April 2016
StadtDoha
LandKatar

Externe IDs

ORCID /0000-0001-8469-9573/work/161891295

Schlagworte

ASJC Scopus Sachgebiete