28 citations · 89 across the 13 of their papers we have counts for
4 papers · 1 filter
Analytical Estimation of the Scalability of Iterative Numerical Algorithms on Distributed Memory Multiprocessors
Leonid B. Sokolinsky
This article presents a new high-level parallel computational model named BSF - Bulk Synchronous Farm. The BSF model extends the BSP model to deal with the compute-intensive iterat…
Scalability Evaluation of NSLP Algorithm for Solving Non-Stationary Linear Programming Problems on Cluster Computing Systems
Irina Sokolinskaya, Leonid B. Sokolinsky
The paper is devoted to a scalability study of the NSLP algorithm for solving non-stationary high-dimension linear programming problem on the cluster computing systems. The analysi…
On the Solution of Linear Programming Problems in the Age of Big Data
Irina Sokolinskaya, Leonid B. Sokolinsky
The Big Data phenomenon has spawned large-scale linear programming problems. In many cases, these problems are non-stationary. In this paper, we describe a new scalable algorithm c…
Analytical study of the "master-worker" framework scalability on multiprocessors with distributed memory
L. B. Sokolinsky
The paper is devoted to an analytical study of the "master-worker" framework scalability on multiprocessors with distributed memory. A new model of parallel computations called BSF…