Title :
Towards asynchronous metacomputing in MPI
Author :
Sodan, Angela C.
Author_Institution :
Windsor Univ., Ont., Canada
Abstract :
Metacomputing so far has been done mostly in more or less static configurations. However, applications with dynamic irregular behavior are increasing in significance and the computing platforms more often are time-sharing environments with varying system load. Thus, possibilities for dynamic connection and dynamic workload migration are becoming important. The paper discusses an approach to perform asynchronous workload balancing using the standard parallel library MPI. MPI and threads typically live in more or less separated worlds and the thread extension of MPI-2 is mainly meant to exploit more efficiently per SMP node within a model which is still mostly SPMD. We have extended MPI by dynamic mechanisms to automatically balance workload on the basis of threads and dynamic status/resource monitoring. Our extended library TeMPI is designed to run with in a minimum version with MPICH and thus MPICH-G2 in the Globus grid environment.
Keywords :
distributed memory systems; message passing; multi-threading; processor scheduling; system monitoring; Globus grid environment; MPI; MPI-2; MPICH-G2; SPMD; asynchronous metacomputing; asynchronous workload balancing; computing platforms; dynamic connection; dynamic irregular behavior; dynamic workload migration; load balancing; multithreading; threads; time-sharing environments; Application software; Availability; Computer science; Dynamic scheduling; Earth; High performance computing; Libraries; Metacomputing; Programming profession; Yarn;
Conference_Titel :
High Performance Computing Systems and Applications, 2002. Proceedings. 16th Annual International Symposium on
Print_ISBN :
0-7695-1626-2
DOI :
10.1109/HPCSA.2002.1019158