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