We apologize for a recent technical issue with our email system, which temporarily affected account activations. Accounts have now been activated. Authors may proceed with paper submissions. PhDFocusTM
CFP last date
20 December 2024
Reseach Article

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
  1. Ardhendu Mandal and Subhas Chandra Pal "An Empirical Study and Analysis of the Dynamic Load Balancing Techniques Used in Parallel Computing Systems" ICCS-2010, 19-20 Nov, 2010.
  2. Yichuan Jiang and Jiuchuan Jiang, Senior Member, IEEE "Contextual Resource Negotiation based Task Allocation and Load balancing in complex software systems" IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS, VOL. 20, NO. 5, MARCH 2009.
  3. Hung Chang Hsiao, Member, IEEE Computer Society, Hao Liao, Ssu-Ta Chen, and Kuo- Chan Huang "Load Balance with Imperfect Information in Structured Peer-to-Peer Systems" IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS, VOL. 22, NO. 4, APRIL 2011.
  4. Yingwa Zhu and Yiming Hu,. Senior Member, IEEE "Efficient Proximity Aware Load Balancing For DHT-Based P2p Systems" IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS, VOL. 16, NO. 4, APRIL 2005.
  5. Pooja Gandodhar, Sudarshan Deshmukh Dept. of Computer Engg. PCCOE, Pune "A Comparative Study of Different Load Balancing Techniques for Heterogeneous Nodes", Proc. of Int. Conf. on Advances in Communication, Network, and Computing 2013.
  6. "Large Scaling Unstructured Peer-to-Peer Networks with Heterogeneity-Aware Topology and Routing" Mudhakar Srivatsa, Student Member, IEEE, Bugra Gedik, Member, IEEE, and Ling Liu, Senior Member, IEEE, IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS, VOL. 17, NO. 11, NOVEMBER 2006
  7. Ruggero Morselli, Bobby Bhattacharjee, Michael A. Marsh, and Aravind Srinivasan "Efficient Lookup on Unstructured Topologies" IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS, VOL. 15, NO. 1, JANUARY 2007.
  8. George Colouris, Iean dollimore an tim Kinderberg "Distributed system Concepts and Design" Fourth edition.
Index Terms

Computer Science
Information Sciences

Keywords

Distributed system context based load balancing and proximity aware load balancing