Proceedings of the 1989 International Conference on Parallel Processing (ICPP)
Department of Computer Science
The problem of providing file I/O to parallel programs has been largely neglected in the development of multiprocessor systems. There are two essential elements of any file system design intended for a highly parallel environment: parallel I/O and effective caching schemes. This paper concentrates on the second aspect of file system design and specifically, on the question of whether prefetching blocks of the file into the block cache can effectively reduce overall execution time of a parallel computation, even under favorable assumptions. \par Experiments have been conducted with an interleaved file system testbed on the Butterfly Plus multiprocessor. Results of these experiments suggest that 1) the hit ratio, the accepted measure in traditional caching studies, may not be an adequate measure of performance when the workload consists of parallel computations and parallel file access patterns, 2) caching with prefetching can significantly improve the hit ratio and the average time to perform an I/O operation, and 3) an improvement in overall execution time has been observed in most cases. In spite of these gains, prefetching sometimes results in increased execution times (a negative result, given the optimistic nature of the study). \par We explore why is it not trivial to translate savings on individual I/O requests into consistently better overall performance and identify the key problems that need to be addressed in order to improve the potential of prefetching techniques in this environment.
Carla Schlatter Ellis and David Kotz. Prefetching in File Systems for MIMD Multiprocessors. InProceedings of the 1989 International Conference on Parallel Processing (ICPP), August 1989.
Dartmouth Digital Commons Citation
Ellis, Carla Schlatter and Kotz, David, "Prefetching in File Systems for Mimd Multiprocessors" (1989). Dartmouth Scholarship. 3356.