A Systematic Mapping Study on Edge Computing and Analytics

Andrei-Raoul Morariu, Jerker Björkqvist, Kristian Nybom, Jonathan Shabulinzenze, Miikka Jaurola, Petteri Multanen, Kalevi Huhtala

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

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Abstract

The vast amount of data provided by the Internet of Things and sensors, have given rise to edge computing and analytics. In edge computing and analytics, data processing and analysis on sensor input is performed in edge devices prior to sending the results to the cloud. This reduces required processing in the cloud while minimizing communication network utilization and allows cloud resources to be used for other tasks such as decision making. In this paper, we present a comprehensive, unbiased overview of state-of-the-art research on edge computing and analytics. Of the 47 identified papers, several have targeted task scheduling and power optimisation, while data management and engineering, image and facial recognition as well as anomaly detection were not well studied. Simulation remains the most used approach for validation, and research results based on implementations of edge systems in real life environments are still sparse.
Original languageEnglish
Title of host publicationCLOUD COMPUTING 2020
Subtitle of host publicationThe Eleventh International Conference on Cloud Computing, GRIDs, and Virtualization
EditorsBob Duncan, Magnus Westerlund, Andreas Aßmuth, Sebastian Fischer, Aspen Olmsted
PublisherIARIA
Pages69-76
Number of pages8
ISBN (Electronic)978-1-61208-778-8
Publication statusPublished - 2020
Publication typeA4 Article in conference proceedings
EventInternational Conference on Cloud Computing, GRIDs, and Virtualization -
Duration: 1 Jan 1900 → …

Publication series

NameCLOUD COMPUTING ... the ... International Conference on Cloud Computing, GRIDs, and Virtualization
PublisherIARIA
ISSN (Electronic)2308-4294

Conference

ConferenceInternational Conference on Cloud Computing, GRIDs, and Virtualization
Period1/01/00 → …

Keywords

  • edge
  • analytics
  • Systematic mapping study (SMS)

Publication forum classification

  • Publication forum level 1

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