Coarse-grain Parallelisation of Multi-imlicit Runge-kutta Methods Workpackage Wp5.3 Pasca (parallel Algorithms and Scalability)

نویسنده

  • Roman Trobec
چکیده

Introduction PACT Abstract A parallel implementation for multi-implicit Runge-Kutta methods with real eigen-values is described. The parallel method is analysed and the algorithm is devised. For the problem with d domains, the amount within the s-stage Runge-Kutta method, associated with the solution of system, is proportional to (sd) 3. The proposed parallelisation transforms the above system to s independent subsystems of dimension d. The amount of work for the solution of such systems is proportional to sd 3. The solution of d dimensional subsystems is the most complex operation within the Runge-Kutta method. The described parallel algorithm enable to solve each subsystem on a separate processor or on a separate set of processors.

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Coarse-Grain Parallelisation of Multi-Implicit Runge-Kutta Methods

A parallel implementation for a multi-implicit Runge-Kutta method (MIRK) with real eigenvalues is decribed. The parallel method is analysed and the algorithm is devised. For the problem with d domains , the amount of work within the s-stage MIRK method, associated with the solution of system, is proportional to (sd) 3 , in contrast to the simple implicit nite diierence method (IFD) where the am...

متن کامل

The Potential for Parallelism in Runge - Kutta Methods

We examine the potential for parallelism in Runge-Kutta (RK) methods based on formulas in standard one-step form. Both negative and positive results are presented. Many of the negative results are based on a theorem that bounds the order of a RK formula in terms of the minimum polynomial for its coeecient matrix. The positive results are largely examples of prototypical formulas which ooer a po...

متن کامل

Weakly Coupled Distributed Calculation of Lyapunov Exponents for Non-Linear Dynamical Systems

Numerical estimation of Lyapunov exponents in non-linear dynamical systems results in a very high computational cost. This is due to the large-scale computational cost of several Runge–Kutta problems that need to be calculated. In this work we introduce a parallel implementation based on MPI (Message Passing Interface) for the calculation of the Lyapunov exponents for a multidimensional dynamic...

متن کامل

Simulation-Based Analysis of Parallel Runge-Kutta Solvers

We use simulation-based analysis to compare and investigate different shared-memory implementations of parallel and sequential embedded Runge-Kutta solvers for systems of ordinary differential equations. The results of the analysis help to provide a better understanding of the locality and scalability behavior of the implementations and can be used as a starting point for further optimizations.

متن کامل

Embedded Diagonally Implicit Runge - Kutta Algorithms on Parallel Computers

This paper investigates diagonally implicit Runge-Kutta methods in which the implicit relations can be solved in parallel and are singly diagonalimplicit on each processor. The algorithms are based on diagonally implicit iteration of fully implicit Runge-Kutta methods of high order. The iteration scheme is chosen in such a way that the resulting algorithm is ^(a)-stable or Z,(a)-stable with a e...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

عنوان ژورنال:

دوره   شماره 

صفحات  -

تاریخ انتشار 2007