Parallelization of the TRIGRS model for rainfall-induced landslides using the message passing interface
We describe a parallel implementation of TRIGRS, the Transient Rainfall Infiltration and Grid-Based Regional Slope-Stability Model for the timing and distribution of rainfall-induced shallow landslides. We have parallelized the four time-demanding execution modes of TRIGRS, namely both the saturated and unsaturated model with finite and infinite soil depth options, within the Message Passing Interface framework. In addition to new features of the code, we outline details of the parallel implementation and show the performance gain with respect to the serial code. Results are obtained both on commercial hardware and on a high-performance multi-node machine, showing the different limits of applicability of the new code. We also discuss the implications for the application of the model on large-scale areas and as a tool for real-time landslide hazard monitoring.
Citation Information
Publication Year | 2016 |
---|---|
Title | Parallelization of the TRIGRS model for rainfall-induced landslides using the message passing interface |
DOI | 10.1016/j.envsoft.2016.04.002 |
Authors | M. Alvioli, R.L. Baum |
Publication Type | Article |
Publication Subtype | Journal Article |
Series Title | Environmental Modelling and Software |
Index ID | 70178377 |
Record Source | USGS Publications Warehouse |
USGS Organization | Geologic Hazards Science Center |