SEA-LEAP: Self-Adaptive and Locality-Aware Edge Analytics Placement

Ivan Lujic,Vincenzo De Maio,Srikumar Venugopal,Ivona Brandic

IEEE Transactions on Services Computing（2022）

Cited 5|Views15

No score

Abstract

Near real-time edge analytics requires dealing with the rapidly growing amount of data, limited resources, and high failure probabilities of edge nodes. Therefore, data replication is of vital importance to meet SLOs such as service availability and failure resilience. Consequently, specific input datasets, requested by on-demand analytics (e.g., object detection), can be present at different loca...

Translated text

Key words

Image edge detection,Distributed databases,Tracking,Visual analytics,Decision making,Servers,Object detection

AI Read Science

Must-Reading Tree

Example

Generate MRT to find the research sequence of this paper

Chat Paper

Summary is being generated by the instructions you defined