Compute-Less Networking: Perspectives, Challenges, and Opportunities

Boubakr Nour, Spyridon Mastorakis, Abderrahmen Mtibaa

Research output: Contribution to journalArticlepeer-review

5 Scopus citations

Abstract

Delay-sensitive applications have been driving the move away from cloud computing, which cannot meet their low-latency requirements. Edge computing and programmable switches have been among the first steps toward pushing computation closer to end-users in order to reduce cost, latency, and overall resource utilization. This article presents the compute-less paradigm, which builds on top of the well known edge computing paradigm through a set of communication and computation optimization mechanisms (e.g., in-network computing, task clustering and aggregation, computation reuse). The main objective of the compute-less paradigm is to reduce the migration of computation and the usage of network and computing resources, while maintaining high Quality of Experience for end-users. We discuss the new perspectives, challenges, limitations, and opportunities of this compute-less paradigm.

Original languageEnglish (US)
Article number9165555
Pages (from-to)259-265
Number of pages7
JournalIEEE Network
Volume34
Issue number6
DOIs
StatePublished - Nov 1 2020

ASJC Scopus subject areas

  • Software
  • Information Systems
  • Hardware and Architecture
  • Computer Networks and Communications

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