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Energy-Aware Computation Offloading in Wearable Computing

Authors: Mariam Safar; Imtiaz Ahmad; Anwar K. Al-Yatama;

Energy-Aware Computation Offloading in Wearable Computing

Abstract

Wearable technology is an emerging computing paradigm with a broad range of attractive applications. However, wearable devices have limited compute capability, storage and battery lifetime, which hinder their use for compute-intensive applications. In this paper, we propose a lightweight computation offloading technique in which some of the workload is transferred to nearby more resourceful mobile devices in order to enhance performance and save energy of wearable devices. The computation-offloading problem is modeled as heterogeneous system scheduling problem, where an application is represented as a Directed Acyclic Graph (DAG) and devices (wearable and mobile) are considered as heterogeneous computing system. A key feature of the proposed list scheduling technique that it intelligently exploits task duplication to achieve both the objectives of saving energy consumption and enhancing performance. The effectiveness of the proposed technique is demonstrated by comparing the results with a well-known technique for randomly generated DAGs. Experimental results reveal that the proposed approach provides a significant reduction in energy and schedule length over existing approach.

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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!
3
Average
Average
Average
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