A Systematic Mapping Study on Edge Computing and Analytics

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

Tutkimustuotos: Artikkeli kirjassa/raportissa/konferenssijulkaisussaKonferenssiartikkeliTieteellinenvertaisarvioitu

Abstrakti

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.
AlkuperäiskieliEnglanti
OtsikkoCLOUD COMPUTING 2020 : The Eleventh International Conference on Cloud Computing, GRIDs, and Virtualization
KustantajaIARIA
Sivut69-76
Sivumäärä8
ISBN (elektroninen)978-1-61208-778-8
ISBN (painettu)978-1-61208-778-8
TilaJulkaistu - 2020
OKM-julkaisutyyppiA4 Artikkeli konferenssijulkaisuussa
Tapahtuma The Eleventh International Conference on Cloud Computing, GRIDs, and Virtualization - Hotel Novotel Cap 3000 in Nice / Saint Laurent du Var, Nice, France
Kesto: 25 lokakuuta 202029 lokakuuta 2020
https://www.iaria.org/conferences2020/ProgramCLOUDCOMPUTING20.html

Konferenssi

Konferenssi The Eleventh International Conference on Cloud Computing, GRIDs, and Virtualization
LyhennettäCloud Computing 2020
MaaFrance
KaupunkiNice
Ajanjakso25/10/2029/10/20
www-osoite

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