期刊名称:International Journal of Advanced Computer Science and Applications(IJACSA)
印刷版ISSN:2158-107X
电子版ISSN:2156-5570
出版年度:2019
卷号:10
期号:12
页码:1-9
出版社:Science and Information Society (SAI)
摘要:The aim of this paper is to present a load balancing
middleware for parallel and distributed systems. The great
challenge is to balance the tasks between heterogeneous
distributed nodes for parallel and distributed computing models
based distributed systems, by the way to ensure HPC (High
performance computing) of these models. Accordingly, the
proposed middleware is based on mobile agent team work which
implements an efficient method with two strategies: (i) Load
balancing Strategy that determines the node tasks assignment
based on node performance, and (ii) Rebalancing Strategy that
detects the unbalanced nodes and enables tasks migration. The
paper focuses on the proposed middleware and its cooperative
mobile agent team work model strategies to dynamically balance
the nodes, and scale up distributed computing systems. Indeed,
some experimental results that highlight the performance and
efficiency of the proposed middleware are presented.
关键词:Load balancing; middleware; parallel and
distributed systems; parallel and distributed computing models;
high performance computing; mobile agents; distributed computing