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Improved Proximity Aware Load Balancing for Heterogeneous Nodes

by Pooja Gandodhar, Sudarshan Deshmukh
International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
Volume 78 - Number 16
Year of Publication: 2013
Authors: Pooja Gandodhar, Sudarshan Deshmukh
10.5120/13611-1437

Pooja Gandodhar, Sudarshan Deshmukh . Improved Proximity Aware Load Balancing for Heterogeneous Nodes. International Journal of Computer Applications. 78, 16 ( September 2013), 55-60. DOI=10.5120/13611-1437

@article{ 10.5120/13611-1437,
author = { Pooja Gandodhar, Sudarshan Deshmukh },
title = { Improved Proximity Aware Load Balancing for Heterogeneous Nodes },
journal = { International Journal of Computer Applications },
issue_date = { September 2013 },
volume = { 78 },
number = { 16 },
month = { September },
year = { 2013 },
issn = { 0975-8887 },
pages = { 55-60 },
numpages = {9},
url = { https://ijcaonline.org/archives/volume78/number16/13611-1437/ },
doi = { 10.5120/13611-1437 },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Journal Article
%1 2024-02-06T21:51:47.038017+05:30
%A Pooja Gandodhar
%A Sudarshan Deshmukh
%T Improved Proximity Aware Load Balancing for Heterogeneous Nodes
%J International Journal of Computer Applications
%@ 0975-8887
%V 78
%N 16
%P 55-60
%D 2013
%I Foundation of Computer Science (FCS), NY, USA
Abstract

Conventional load balancing schemes are efficient at increasing the utilization of CPU, memory, and disk I/O resources in a Distributed environment. Most of the existing load-balancing schemes ignore network proximity and heterogeneity of nodes. Those schemes follow the technique of self owned resource based load balancing. But load balancing involves more challenges due to lack of sources for some of the tasks. Hence it is not always possible the task get all required resources on a single node. Consider node conditions i. e. the other nodes situated in its context. The task which lack with some of the resources will try to negotiate those resources with these contextual nodes. Then a task can complete and the resources utilized will be released. Doing this we are able to reduce load migrations. This proposed scheme not only works well with heterogeneous nodes but also considers proximity in them. Our result shows more than 20% reduction in communication costs than the previous methods based on self-owned resource distribution of nodes.

References
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Index Terms

Computer Science
Information Sciences

Keywords

Distributed system context based load balancing and proximity aware load balancing