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FlexConnect: Mobile Computational Offloading

Authors: Alexander Droob; Daniel Morratz; Frederik Langkilde Jakobsen; Jacob Carstensen; Magnus Mathiesen; Rune Bohnstedt; Michele Albano; +2 Authors

FlexConnect: Mobile Computational Offloading

Abstract

Edge computing is increasing its popularity also in non-computing specific environments. In particular, Makerspaces are facing the issue of providing cognitive-edge to cloud computational power to their users, for running their 3D modeling and optimizations. However, while the edge-to-cloud offloading might be a traditional issue in edge computing systems, some countries require Makerspaces to provide their service only during operational hours, and therefore to switch off their machines, including their servers, during the night. This calls for the need for flexible computational offloading, enabling to checkpoint of current tasks and restoring them during opening hours. This work examines the feasibility of designing and implementing such a system, to facilitate computational offloading with checkpointing to increase the availability of computational power. We propose and prototype the implementation for a system that enables a provider to provide computational power through their edge with a checkpoint and restore feature to prevent loss of progress while the system works on a computation. A client-side application was designed and implemented to enable users to access the computational offloading service from a provider at a given location directly from their smartphone. Results show that it is possible to implement a continuous edge-to-cloud computational platform to enable full checkpoint and restore of computational tasks while providing a good quality of service and using a controlled amount of energy.

Countries
Finland, Denmark
Keywords

offloading, checkpointing, edge devices, edge cloud continuum, 113 Computer and information sciences, makerspaces

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
1
Average
Average
Average
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hybrid
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