Explicit parallel-in-time integration of a linear acoustic-advection system
- 作者：D. Ruprecht ; daniel.ruprecht@usi.ch ; R. Krause
- 关键词：Numerical weather prediction ; Parallel-in-time integration ; Parareal ; Krylov-subspace-enhancement ; Acoustic-advection system
- 刊名：Computers and Fluids
- 出版年：2012
- 期刊代码：37_00457930
- 类别：et
- 出版时间：30 April, 2012
- 卷：59
- 期：Complete
- 页码：72-83
- 文件大小：951 K
摘要
The applicability of the Parareal parallel-in-time integration scheme for the solution of a linear, two-dimensional hyperbolic acoustic-advection system, which is often used as a test case for integration schemes for numerical weather prediction (NWP), is addressed. Parallel-in-time schemes are a possible way to increase, on the algorithmic level, the amount of parallelism, a requirement arising from the rapidly growing number of CPUs in high performance computer systems. A recently introduced modification of the 鈥減arallel implicit time-integration algorithm鈥?could successfully solve hyperbolic problems arising in structural dynamics. It has later been cast into the framework of Parareal. The present paper adapts this modified Parareal and employs it for the solution of a hyperbolic flow problem, where the initial value problem solved in parallel arises from the spatial discretization of a partial differential equation by a finite difference method. It is demonstrated that the modified Parareal is stable and can produce reasonably accurate solutions while allowing for a noticeable reduction of the time-to-solution. The implementation relies on integration schemes already widely used in NWP (RK-3, partially split forward Euler, forward-backward). It is demonstrated that using an explicit partially split scheme for the coarse integrator allows to avoid the use of an implicit scheme while still achieving speedup.