Early experiences and results on parallelizing discrete dislocation dynamics simulations on multi-core architectures
نویسندگان
چکیده
Materials science simulations are among the leading applications for scientific supercomputing. Discrete dislocation dynamics (DDD) is a numerical tool used to model the plastic behavior of crystalline materials using the elastic theory of dislocations. DDD simulations require very long running times to produce meaningful scientific results. This work presents early experiences and results on improving the running time of Micromegas, an application code for three-dimensional DDD simulations. We used open source profiling and tracing tools to analyze the behavior and performance, as well as to identify the performance bottlenecks of Micromegas. The major performance bottleneck of Micromegas, amounts to ∼73% of the total sequential run time and is parallelized using OpenMP. Evaluation and validation tests conducted on a Nehalem quad-core processor show ∼50% improvement in the simulation time for 3-D DDD over 30,000 time steps. The correctness and accuracy of the scientific data produced by the parallel Micromegas are successfully validated against those of the original version.
منابع مشابه
Parallelizing discrete dislocation dynamics simulations on multi-core systems
Materials science simulations are among the leading applications for scientific supercomputing. Discrete dislocation dynamics (DDD) is a numerical tool used to model the plastic behavior of crystalline materials using the elastic theory of dislocations. DDD simulations require very long running times to produce meaningful scientific results. This paper presents early experiences and results on ...
متن کاملMultiscale modeling of dislocation-precipitate interactions in Fe: From molecular dynamics to discrete dislocations.
The stress-driven motion of dislocations in crystalline solids, and thus the ensuing plastic deformation process, is greatly influenced by the presence or absence of various pointlike defects such as precipitates or solute atoms. These defects act as obstacles for dislocation motion and hence affect the mechanical properties of the material. Here we combine molecular dynamics studies with three...
متن کاملDesign of a novel congestion-aware communication mechanism for wireless NoC architecture in multicore systems
Hybrid Wireless Network-on-Chip (WNoC) architecture is emerged as a scalable communication structure to mitigate the deficits of traditional NOC architecture for the future Multi-core systems. The hybrid WNoC architecture provides energy efficient, high data rate and flexible communications for NoC architectures. In these architectures, each wireless router is shared by a set of processing core...
متن کاملParallel discrete molecular dynamics simulation with speculation and in-order commitment
Discrete molecular dynamics simulation (DMD) uses simplified and discretized models enabling simulations to advance by event rather than by timestep. DMD is an instance of discrete event simulation and so is difficult to scale: even in this multi-core era, all reported DMD codes are serial. In this paper we discuss the inherent difficulties of scaling DMD and present our method of parallelizing...
متن کاملDesign and performance evaluation of a conservative parallel discrete event core for GES
The empirical study of large-scale distributed systems often calls for the use of computer simulations as real-world experimentation is too costly or simply infeasible. Computer simulations can also provide results on a much shorter timespan, increasing productivity. Nevertheless, large-scale system simulation can prove to be non-responsive on modern computers, especially when the modeled syste...
متن کامل