Title :
CPAR-Cluster: a runtime system for heterogeneous clusters with mono and multiprocessor nodes
Author :
Craveiro, Gisele Da Silva ; Sato, Liria Matsumoto
Author_Institution :
SENAC Coll. of Comput. Sci. & Technol., Sao Paulo, Brazil
Abstract :
The advances in hardware technology enable the inclusion of an SMP node into a cluster of PC or even clusters of SMP. These are becoming viable alternatives for high performance computing. The challenge is the exploration of the computational resources that these hardware platforms provide. A hybrid programming paradigm which uses a shared memory architecture through multi threading and through a message passing model for inter node communication is an alternative. However, programming in such a paradigm is very hard. This work presents CPAR-Cluster, a runtime system that provides shared memory abstraction on top of a cluster composed by mono and multiprocessor nodes. Its implementation is at the library level and does not require special resources such as specific hardware or operating system modifications. Models, strategies, implementation aspects and some results are presented.
Keywords :
distributed shared memory systems; message passing; multi-threading; multiprocessing systems; parallel languages; performance evaluation; workstation clusters; CPAR-Cluster; PC clusters; SMP clusters; SMP node; heterogeneous clusters; high performance computing; hybrid programming; inter node communication; message passing model; monoprocessor nodes; multi threading; multiprocessor nodes; runtime system; shared memory abstraction; shared memory architecture; Computer languages; Educational institutions; Hardware; High performance computing; Libraries; MONOS devices; Message passing; Parallel processing; Parallel programming; Programming profession;
Conference_Titel :
Cluster Computing and the Grid, 2004. CCGrid 2004. IEEE International Symposium on
Print_ISBN :
0-7803-8430-X
DOI :
10.1109/CCGrid.2004.1336592