Distributed Simulation: A Case Study in Design and Verification of Distributed Programs
IEEE Transactions on Software Engineering
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In this paper we investigate Chandy-Misra-Bryant Null message algorithm and propose a grouping technique to improve the performance. This technique along with status retrieval which will be explained in detail can improve the performance when compared to the traditional conservative algorithm by Chandy-Misra-Bryant. Null message algorithm is an efficient conservative algorithm that uses null messages to provide synchronization between logical processes in a parallel discrete event simulation (PDES) system. The performance can be decreased if a large number of null messages are generated by LPs to avoid deadlock. The main objective of this research work is to propose a new grouping technique that can be used to reduce the Null messages between the logical processes. Since the performance of Null Message algorithm mainly depends on the Lookahead (L) values, our proposed technique can be used to determine an optimum value of the Lookahead.