DocumentCode :
3103130
Title :
Fuzzy based dynamic load balancing scheme for efficient edge server selection in Cloud-oriented content delivery network using Voronoi diagram
Author :
Roy, Sandip ; Bose, Rajesh ; Sarddar, Debabrata
Author_Institution :
Univ. of Kalyani, Kalyani, India
fYear :
2015
fDate :
12-13 June 2015
Firstpage :
828
Lastpage :
833
Abstract :
Any given Euclidean space can be partitioned into non-overlapping regions using Voronoi diagram and the Delaunay triangulation connects sites using nearest-neighbor fashion. Realistically in this context, all the edge servers are scattered over the Earth surface and can be clustered using Voronoi diagram. Now nearest edge server selection by Delaunay triangulation over the Voronoi diagram is our prime target. Due to the large demand of Internet content coming from burst crowd, performance of the Cloud-oriented content delivery networks is drastically reduced. To improve the said performance degradation, nearest edge server selection is a primary goal of cloud service provider (like Akamai Technologies, Amazon CloudFront, Mirror Image Internet etc.). Empirically all the time load of the nearest edge server is not eligible for responding the user request. Therefore load balancing is also important criteria for selecting suitable edge server. In this paper, we have presented Fuzzy Based Least Response Time (FLRT) dynamic load balancing algorithm and which is effective for crisps input from different heterogeneous system. Thus, FLRT is a novel paradigm which can select nearest neighbor edge server from user´s current location where response time and load of the edge server is lowest.
Keywords :
cloud computing; computational geometry; fuzzy set theory; mesh generation; network servers; resource allocation; Delaunay triangulation; Earth surface; Euclidean space; Internet content; Voronoi diagram; burst crowd; cloud service provider; cloud-oriented content delivery network; efficient edge server selection; fuzzy based dynamic load balancing scheme; fuzzy based least response time; heterogeneous system; nearest-neighbor fashion; nonoverlapping regions; user request; Arrays; Earth; Heuristic algorithms; Indexes; Load management; Receivers; Servers; Cloud-Oriented content delivery network; Delaunay triangulation; Voronoi-Based partitioning algorithm; fuzzy based dynamic load balancing;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Advance Computing Conference (IACC), 2015 IEEE International
Conference_Location :
Banglore
Print_ISBN :
978-1-4799-8046-8
Type :
conf
DOI :
10.1109/IADCC.2015.7154822
Filename :
7154822
Link To Document :
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