Abstract
Jace is a Multi-threaded Java environment that permits to implement and execute distributed asynchronous iterative algorithms. This class of algorithm is very suitable in a grid computing context because it suppresses all synchronizations between computation nodes, tolerates the loss of messages and enables the overlapping of communications by computation. The aim of this paper is to present new results obtained with the new improved version of Jace. This version is a complete rewriting of the environment. Several functionalities have been added to achieve better performances. In particular, the communication and the task management layers have been completely redesigned. Our evaluation is based on solving scientific applications using the french Grid’5000 platform and shows that the new version of Jace performs better than the old one.
Preview
Unable to display preview. Download preview PDF.
Similar content being viewed by others
References
Grid’5000, http://www.grid5000.fr
MTJ: Matrix Toolkit for Java, http://mtj.dev.java.net/
New I/O API, http://java.sun.com/j2se/1.4.2/docs/guide/nio
Bahi, J.M., Contassot-Vivier, S., Couturier, R.: Performance comparison of parallel programming environments for implementing AIAC algorithms. Journal of Supercomputing 35(3), 227–244 (2006)
Bahi, J.M., Contassot-Vivier, S., Couturier, R.: Parallel Iterative Algorithms; From Sequential to Grid Computing. Chapman and Hall/CRC, Boca Raton (2007)
Bahi, J.M., Couturier, R., Laiymani, D.: Comparison of conjugate gradient and multisplitting algorithms of nas benchmark with the jace environment. In: IPDPS 2008. IEEE Computer Society Press, Los Alamitos (2008)
Bahi, J.M., Couturier, R., Laiymani, D., Mazouzi, K.: Java and asynchronous iterative applications: large scale experiments. In: IPDPS 2007, pp. 195–203. IEEE Computer Society Press, Los Alamitos (2007)
Bahi, J.M., Domas, S., Mazouzi, K.: More on jace: New functionalities, new experiments. In: IPDPS 2006, pp. 231–239. IEEE Computer Society Press, Los Alamitos (2006)
Bahi, J.M., Contassot-Vivier, S., Couturier, R.: Performance comparison of parallel programming environments for implementing AIAC algorithms. Journal of Supercomputing. Special Issue on Performance Modelling and Evaluation of Parallel and Distributed Systems 35(3), 227–244 (2006)
Bertsekas, D.P., Tsitsiklis, J.N.: Parallel and Distributed Computation: Numerical Methods. Prentice Hall, Englewood Cliffs (1989)
Carpenter, B., Fox, G., Ko, S.H., Lim, S.: Object serialization for marshaling data in a java interface to mpi. Concurrency: Practice and Experience 12(18), 539–553 (2000)
Gerbessiotis, A.V.: Architecture independent parallel binomial tree option price valuations. Parallel Computing 30(2), 301–316 (2004)
Huet, F., Caromel, D., Bal, H.E.: A High Performance Java Middleware with a Real Application. In: Proceedings of the Supercomputing Conference, Pittsburgh, Pensylvania, USA (November 2004)
Blom, J.G., Verwer, J.G., Hundsdorfer, W.: An implicit-explicit approach for atmospheric transport-chemistry problems. Applied Numerical Mathematics: Transactions of IMACS 20(1-2), 191–209 (1996)
Pugh, B., Spaccol, J.: MPJava: High Performance Message Passing in Java using Java.nio. In: Proceedings of the Workshop on Languages and Compilers for Parallel Computing, College Station, Texas, USA (October 2003)
van Nieuwpoort, R.V., Maassen, J., Kielmann, T., Bal, H.E.: Satin: Simple and efficient Java-based grid programming. Scalable Computing: Practice and Experience 6(3), 19–32 (2005)
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2009 Springer-Verlag Berlin Heidelberg
About this paper
Cite this paper
Bahi, J.M., Couturier, R., Laiymani, D., Mazouzi, K. (2009). Distributed Asynchronous Iterative Algorithms: New Experimentations with the Jace Environment. In: Abdennadher, N., Petcu, D. (eds) Advances in Grid and Pervasive Computing. GPC 2009. Lecture Notes in Computer Science, vol 5529. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-01671-4_14
Download citation
DOI: https://doi.org/10.1007/978-3-642-01671-4_14
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-642-01670-7
Online ISBN: 978-3-642-01671-4
eBook Packages: Computer ScienceComputer Science (R0)