Title :
Automatic middleware deployment planning on heterogeneous platforms
Author :
Chouhan, P.K. ; Caron, E. ; Desprez, F.
Author_Institution :
Dept. of Comput. Sci., Univ. Coll. Cork, Cork
Abstract :
The use of many distributed, heterogeneous resources as a large collective platform offers great potential. A key issue for these grid platforms is middleware scalability and how middleware services can be mapped on the available resources. Optimizing deployment is a difficult problem with no existing general solutions. In this paper, we address the following problem: how to perform out an adapted deployment for a hierarchy of servers and resource brokers on a heterogeneous system? Our objective is to generate a best platform from the available nodes so as to fulfill the clients demands. However, finding the best deployment among heterogeneous resources is a hard problem since it is close to find the best broadcast tree in a general graph, which is known to be NP-complete. Thus, in this paper, we present a heuristic for middleware deployment on heterogeneous resources. We apply our heuristic to automatically deploy a distributed problem solving environment on a large scale grid. We present experiments comparing the automatically generated deployment against a number of other reasonable deployments.
Keywords :
computational complexity; graph theory; middleware; NP-complete problem; automatic middleware deployment planning; grid platforms; heterogeneous platforms; heterogeneous resources; Broadcasting; Computer science; Educational institutions; File servers; Middleware; Problem-solving; Processor scheduling; Scalability; Throughput; Tree graphs;
Conference_Titel :
Parallel and Distributed Processing, 2008. IPDPS 2008. IEEE International Symposium on
Conference_Location :
Miami, FL
Print_ISBN :
978-1-4244-1693-6
DOI :
10.1109/IPDPS.2008.4536171