Title :
A mechanism to improve the performance of hybrid MPI-OpenMP applications in grid
Author :
Mehrotra, Sanjay ; Shamjith, K.V. ; Pandey, Parul ; Asvija, B. ; Sridharan, R.
Author_Institution :
C-DAC Knowledge Park, Bangalore, India
Abstract :
In the current scenario of grid computing, heterogeneous resources are distributed across different administrative domains and geographical boundaries. Every node in a cluster consists of multiple core CPUs wherein the distributed memory across nodes and shared memory co-exists, thereby paving way for hybrid architectures. The hybrid programming approach combines MPI and OpenMP libraries to exploit this hierarchical multicore architecture. The clear requirements of such hybrid application and knowledge of the system architecture will help to boost the application performance. Scheduling these hybrid applications on the grid becomes a critical task for obtaining better performance. In this paper, we outline the attempt made in improving the scheduling mechanism for the hybrid applications based on the requirements of the application.
Keywords :
application program interfaces; grid computing; message passing; OpenMP libraries; administrative domains; distributed memory; geographical boundaries; grid computing; hybrid MPI-OpenMP applications; hybrid architectures; multicore architecture; shared memory; Middleware; Multicore processing; Processor scheduling; Programming; Resource management; Security; Grid Computing; Hybrid job scheduling; Parallel Computing;
Conference_Titel :
High Performance Extreme Computing Conference (HPEC), 2013 IEEE
Conference_Location :
Waltham, MA
Print_ISBN :
978-1-4799-1364-0
DOI :
10.1109/HPEC.2013.6670322