Cache-oblivious simulation of parallel programs

This paper explores the relation between the structured parallelism exposed by the Decomposable BSP (DBSP) model through submachine locality and locality of reference in multi-level cache hierarchies. Specifically, an efficient cache-oblivious algorithm is developed to simulate D-BSP programs on the Ideal Cache Model (ICM). The effectiveness of the simulation is proved by showing that optimal cache-oblivious algorithms for prominent problems can be obtained from D-BSP algorithms. Finally, a tight relation between optimality in the D-BSP and ICM models is established.

• Type: Conference
• Year: 2006
• Where: IPPS
• Authors: Andrea Pietracaprina, Geppino Pucci, Francesco Silvestri
• Keywords: Cache-oblivious Algorithms, Distributed And Parallel Computing, Ideal Cache Model, IPPS 2006, Multi-level Cache Hierarchies