MFCS 1986: Mathematical Foundations of Computer Science 1986 pp 199-208 | Cite as
Deterministic simulation of idealized parallel computers on more realistic ones
Abstract
We describe a deterministic simulation of PRAMs on module parallel computers (MPCs) and on processor networks of bounded degree. The simulating machines have the same number n of processors as the simulated PRAM, and if the size of the PRAM's shared memory is polynomial in n, each PRAM step is simulated by O(log n) MPC steps or by O((log n)2) steps of the bounded degree network. This improves upon a previous result by Upfal and Wigderson. We also prove an Ω((log n)2/log log n) lower bound on the number of steps needed to simulate one PRAM step on a bounded degree network under the assumption that the communication in the network is point-to-point.
Keywords
Shared Memory Time Stamp Memory Module Deterministic Simulation Network ProcessorPreview
Unable to display preview. Download preview PDF.
References
- [AKS]M. Ajtai, J. Komlós, E. Szemerédi: “An O(n log n) Sorting Network”. Proc. 15'th ACM Symp. Theory of Comp. (1983), 1–9.Google Scholar
- [BH]A. Borodin, J. E. Hopcroft: “Routing, Merging and Sorting on Parallel Models of Computation”. Proc. 14'th ACM Symp. Theory of Comp. (1982), 338–344.Google Scholar
- [FW]S. Fortune, J. Wyllie: “Parallelism in Random Access Machines”. Proc. 10'th ACM Symp. Theory of Comp. (1978), 114–118.Google Scholar
- [GG]O. Gabber, Z. Galil: “Explicit Constructions of Linear Size Concentrators and Superconcentrators”. Proc. 20'th Conf. Foundations of Comp. Sci. (1979), 364–370.Google Scholar
- [K]D. J. Kuck: “A Survey of Parallel Machine Organization and Programming”. Computing Surveys 9:1 (1977), 29–59.Google Scholar
- [KU]A. R. Karlin, E. Upfal: “Parallel Hashing — An Efficient Implementation of Shared Memory”. Proc. 18'th ACM Symp. Theory of Comp. (1986), to appear.Google Scholar
- [L]T. Leighton: “Tight Bounds on the Complexity of Parallel Sorting”. Proc. 16'th ACM Symp. Theory of Comp. (1984), 71–80.Google Scholar
- [MV]K. Mehlhorn, U. Vishkin: “Randomized and Deterministic Simulations of PRAMs by Parallel Machines with Restricted Granularity of Parallel Memories”. Acta Informatica 21 (1984), 339–374.Google Scholar
- [U]E. Upfal: “A Probabilistic Relation Between Desirable and Feasible Models of Parallel Computation”. Proc. 16'th ACM Symp. Theory of Comp. (1984), 258–265.Google Scholar
- [UW]E. Upfal, A. Wigderson: How to Share Memory in a Distributed System”. Proc. 25'th Conf. Foundations of Comp. Sci. (1984), 171–180.Google Scholar