Projects per year
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.
|Title of host publication||CLOUD COMPUTING 2020 : The Eleventh International Conference on Cloud Computing, GRIDs, and Virtualization|
|Number of pages||8|
|Publication status||Published - 2020|
|MoE publication type||A4 Article in a conference publication|
|Event|| The Eleventh International Conference on Cloud Computing, GRIDs, and Virtualization - Hotel Novotel Cap 3000 in Nice / Saint Laurent du Var, Nice, France|
Duration: 25 Oct 2020 → 29 Oct 2020
|Conference||The Eleventh International Conference on Cloud Computing, GRIDs, and Virtualization|
|Abbreviated title||Cloud Computing 2020|
|Period||25/10/20 → 29/10/20|
- systematic mapping study
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- 1 Finished
Edge Analytics for Smart Diagnostics in Digital Machinery Concept
Björkqvist, J., Lundell, A. & Morariu, A.
01/10/18 → 28/02/21