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Edge-cloud computing performance benchmarking for IoT based machinery vibration monitoring

by Ankur Verma, Ayush Goyal, Soundar Kumara, Thomas R Kurfess
Publication Type
Journal
Journal Name
Manufacturing Letters
Publication Date
Page Numbers
39 to 41
Volume
27
Issue
1

Advances in low cost and reliable sensing, connectivity (Internet of Things), computational power, and advanced analytics, are leading to a new wave of Âé¶¹Ó°Òô in machinery status sensing and condition monitoring. Significant research efforts are directed towards cloud computing architectures. However, given the latency, bandwidth, cost, security, and privacy concerns, further supported by the ever-increasing capabilities of edge computing devices, there is a need to consider both edge and cloud computing together to make informed decisions based upon context and performance. We present an edge-cloud performance evaluation for IoT based machinery vibration monitoring, to foster deployment for the contexts considered.