DocumentCode :
3253518
Title :
Non-recursive inorder traversal on constructed threaded K-D tree for efficient cloud based space partitioning
Author :
Roy, Sandip ; Bose, Rajesh ; Sarddar, Debabrata
Author_Institution :
Dept. of CSE, Univ. of Kalyani, Kalyani, India
fYear :
2015
fDate :
19-20 March 2015
Firstpage :
665
Lastpage :
668
Abstract :
Cloud computing system comprises of a set of cloud nodes scattered over a large geographical surface. These cloud nodes usually helps to handle efficiently a new arrived job in cloud system. Now a day´s researchers used to work for logically partitioning the earth surface such that every partition contains at least one cloud node which will be prime dedicated for handling jobs arrived in that partition. This phenomenon of partitioning the cloud system is called as `Cloud Division Rule´. Using spatial data structure we have recursively broken down the earth surface in small zone, namely cloud cluster, containing single cloud node. For getting nodes´ information (like load status, network bandwidth etc.) from the master cloud node traversing all the child cloud node is one of the way. Traversal of each cloud node is recursively performed in order to provide some services to users´ request in considered cloud system. As millions of cloud nodes over the earth surface are to be clustered and recursively traversed, so a huge number of stack space and stack operations are internally initiated. To optimize these operations we have constructed a threaded k-d tree and do non-recursive inorder traversal over it. This novel approach makes the searching of ancestor and descendant cloud nodes from the current cloud node very easy and also optimizes the computation time and internal memory space of the computation unit which is one of the prime aspect for today´s cloud computing Infrastructure as a Service (IaaS).
Keywords :
cloud computing; spatial data structures; tree data structures; IaaS; ancestor cloud nodes; cloud based space partitioning; cloud cluster; cloud computing system; cloud division rule; constructed threaded K-D tree; descendant cloud nodes; earth surface partitioning; infrastructure as a service; internal memory space; large geographical surface; nonrecursive inorder traversal; single cloud node; spatial data structure; stack operations; stack space; Cloud computing; Data structures; Earth; Instruction sets; Load management; Load modeling; Servers; Cloud computing; cloud partitioning; infrastructure as a service; non-recursive inorder traversal; spatial data structure;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Computer Engineering and Applications (ICACEA), 2015 International Conference on Advances in
Conference_Location :
Ghaziabad
Type :
conf
DOI :
10.1109/ICACEA.2015.7164774
Filename :
7164774
Link To Document :
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