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OPTIMAL DATA TASK DISTRIBUTION FOR BALANCING ENERGY CONSUMPTION ON COOPERATIVE FOG NETWORKS

Abstract: 

In this paper, the problem of how to balance the energy consumption during data processing in networks is investigated using a fog middleware. We first demonstrate that for a fog network with different kind of nodes, balancing the energy relies on a combinatorial optimization that is solved using graph theory. We propose a transformation of the transshipment graph problem to formulate an optimization problem that we solve with linear programming (LP). We show the possibility of balancing and extending the battery life of the whole network based on cooperation between nodes without jeopardizing individual nodes’ battery life. We use both, emulation and real scenarios to test our optimization algorithm. We show we can balance the network energy, keep all nodes alive and active  95% of the time.

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Paper Details

Authors:
Jose Clemente, Fangyu Li, WenZhan Song
Submitted On:
18 November 2018 - 4:03pm
Short Link:
Type:
Presentation Slides
Event:
Presenter's Name:
Fangyu Li
Paper Code:
1365
Document Year:
2018
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GlobalSIP_Jose.pdf

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[1] Jose Clemente, Fangyu Li, WenZhan Song, "OPTIMAL DATA TASK DISTRIBUTION FOR BALANCING ENERGY CONSUMPTION ON COOPERATIVE FOG NETWORKS", IEEE SigPort, 2018. [Online]. Available: http://sigport.org/3679. Accessed: Jul. 22, 2019.
@article{3679-18,
url = {http://sigport.org/3679},
author = {Jose Clemente; Fangyu Li; WenZhan Song },
publisher = {IEEE SigPort},
title = {OPTIMAL DATA TASK DISTRIBUTION FOR BALANCING ENERGY CONSUMPTION ON COOPERATIVE FOG NETWORKS},
year = {2018} }
TY - EJOUR
T1 - OPTIMAL DATA TASK DISTRIBUTION FOR BALANCING ENERGY CONSUMPTION ON COOPERATIVE FOG NETWORKS
AU - Jose Clemente; Fangyu Li; WenZhan Song
PY - 2018
PB - IEEE SigPort
UR - http://sigport.org/3679
ER -
Jose Clemente, Fangyu Li, WenZhan Song. (2018). OPTIMAL DATA TASK DISTRIBUTION FOR BALANCING ENERGY CONSUMPTION ON COOPERATIVE FOG NETWORKS. IEEE SigPort. http://sigport.org/3679
Jose Clemente, Fangyu Li, WenZhan Song, 2018. OPTIMAL DATA TASK DISTRIBUTION FOR BALANCING ENERGY CONSUMPTION ON COOPERATIVE FOG NETWORKS. Available at: http://sigport.org/3679.
Jose Clemente, Fangyu Li, WenZhan Song. (2018). "OPTIMAL DATA TASK DISTRIBUTION FOR BALANCING ENERGY CONSUMPTION ON COOPERATIVE FOG NETWORKS." Web.
1. Jose Clemente, Fangyu Li, WenZhan Song. OPTIMAL DATA TASK DISTRIBUTION FOR BALANCING ENERGY CONSUMPTION ON COOPERATIVE FOG NETWORKS [Internet]. IEEE SigPort; 2018. Available from : http://sigport.org/3679