MigBSP: A Novel Migration Model for Bulk-Synchronous Parallel Processes Rescheduling
Rodrigo da Rosa Righi, Laércio Lima Pilla, Alexandre Silva Carissimi, Philippe O. A. Navaux, Hans-Ulrich Heiß · 2009
We have developed a model called MigBSP that controls processes rescheduling in BSP (bulk synchronous parallel)applications. A BSP application is composed by one or more supersteps, each one containing both computation and communication phases followed by a synchronization barrier. Since the barrier waits for the slowest process, MigBSPpsilas final idea is to adjust the processes location in order to reduce the superstepspsila times. Considering the scope of the BSP model, the novel ideas of MigBSPare: (i) combination of three metrics - memory, computation and communication - to measure the potential of migration of each BSP process; (ii) use of both computation and communication patterns to control processespsila regularity;(iii) adaptation regarding the periodicity to launch the processes rescheduling. This paper describes MigBSP and presents some experimental results and related work.