Title :
Design of an international sparse linear algebra expert system relying on an OGF GridRPC data management GridRPC system
Author :
Camillo, Frederic ; Caniou, Yves ; Depardon, B. ; Le Mahec, G. ; Guivarch, Ronan
Author_Institution :
INPT(ENSEEIHT) - IRIT, Univ. de Toulouse, Toulouse, France
Abstract :
The time to solution of linear equation solver strongly depends on the type of the problem, the target computer architecture, the selected algorithm, its implementation and the control parameters. Thus huge work has been performed to propose GridTLSE whose expert web site part provides assistance to a user in choosing the right solver for his problems as well as appropriate values for the control parameters of the selected solver, in addition to a collection of well-known matrices. GridTLSE manages entire expertises for the user, managing data transfers, tasks executions, and graphical charts to help analysing the overall execution. GridTLSE uses the open source GridRPC DIET middleware to distribute computing tasks over the grid platform. Data required by the computational services are matrices whose size can vary from some KBytes to several GBytes, so their management on the platform impacts performances. We present in this paper performance results showing how GridTLSE fulfill its goals, taking care of user good experiences related to time to completion, by using the open source data management middleware DAGDA along with the DIET framework.
Keywords :
Web sites; computer architecture; database management systems; distributed processing; expert systems; linear algebra; mathematics computing; middleware; public domain software; sparse matrices; GridTLSE; OGF GridRPC data management GridRPC system; Web site; computational services; computer architecture; data transfer management; distribute computing; graphical charts; grid platform; international sparse linear algebra expert system; linear equation solver; open source GridRPC DIET middleware; open source data management middleware DAGDA; task executions; Grid computing; data management; expert system; sparse linear algebra;
Conference_Titel :
Computing and Convergence Technology (ICCCT), 2012 7th International Conference on
Conference_Location :
Seoul
Print_ISBN :
978-1-4673-0894-6