Predicting the time of oblivious programs

Abstract

The BSP model can be extended with a zero cost synchronization mechanism that can be used when the numbers of messages due to receive is known. This mechanism, usually known as "oblivious synchronization", implies that different processors can be in different supersteps at the same time. An unwanted consequence of these software improvements is a loss of accuracy in prediction. This paper proposes an extension of the BSP complexity model to deal with oblivious barriers and shows its accuracy.