\begin{document}
-\title{Simulation of Asynchronous Iterative Numerical Algorithms Using SimGrid}
+\title{Simulation of Asynchronous Iterative Algorithms Using SimGrid}
\author{%
\IEEEauthorblockN{%
\begin{abstract}
-Synchronous iterative algorithms is often less scalable than asynchronous
+Synchronous iterative algorithms are often less scalable than asynchronous
iterative ones. Performing large scale experiments with different kind of
-networks parameters is not easy because with supercomputers such parameters are
+network parameters is not easy because with supercomputers such parameters are
fixed. So one solution consists in using simulations first in order to analyze
what parameters could influence or not the behaviors of an algorithm. In this
paper, we show that it is interesting to use SimGrid to simulate the behaviors
synchronous GMRES algorithm with an asynchronous multisplitting one with
simulations in which we choose some parameters. Both codes are real MPI
codes. Experiments allow us to see when the multisplitting algorithm can be more
-efficience than the GMRES one to solve a 3D Poisson problem.
+efficient than the GMRES one to solve a 3D Poisson problem.
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