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Grant: Engage Plus Grants Program

University of Winnipeg

$12,500.00

High performance computing framework for GCM-driven climate change simulation with the routing model WATROUTE

FY 2017-18

Summary
Manitoba Hydro's resource planning process is influenced by a variety of factors including water supply andelectrical energy demand. As a result, understanding the sensitivity of planning decisions to future streamflowscenarios are important to their integrated resource planning process. Streamflow scenarios can be developedby combining global climate model simulated runoff values with the WATROUTE routing model for theNelson-Churchill Watershed. The routing model is implemented in WATROUTE, the routing component ofthe Canadian Hydrological Model (CHARM) suite of programs. Further, WATROUTE is the computationalbottleneck for the streamflow simulation processes, incurring long runtimes, especially when projecting manyyears into the future. Thus, finding ways of significantly reducing the runtime of WATROUTE is of greatimportance to Manitoba Hydro. Moreover, the parallel nature of the routing model is an ideal fit for executionon the massively parallel processors inherent in graphics processing units (GPUs), which have recently becomeavailable for general-purpose scientific computing. This work is an extension of the results from an EngageGrant with Manitoba Hydro, where the aim was to create a highly-parallel, GPU-based,high-performance-computing implementation of the WATROUTE routing model to assist Manitoba Hydro'sresource planning process. Tremendous progress was achieved toward this aim through significant reduction inthe routing model runtime. As a result, the aim of this Engage Plus Grant is to pursue the reduction ofWATROUTE's overall runtime using GPUs, produce a release ready version of WATROUTE, explore theapplication of WATROUTE to datasets previously too large to process, and investigate the use ofWATROUTE on systems with multiple GPUs. Benefits realized by this work may also have a positive impacton the MEC-Surface and Hydrology System (MESH) and the Canadian Regional Climate Model, as both useWATROUTE.
Program
Engage Plus Grants Program
Location
Manitoba, Canada
Recipient Type
Academia
Type
Grant
Source
NSERC's Awards Data

As published

Application id
508025-2017
Name nom
Henry, Christopher
Department département
Applied Computer Science
Organization id
21
Institution établissement
University of Winnipeg
Province en
Manitoba
Province fr
Manitoba
Country en
CANADA
Country fr
CANADA
Fiscal year exercice financier
2017
Competition year année de concours
2017
Award amount
12500
Program id
EGP2
Program name en
Engage Plus Grants Program
Program name fr
Programme de subvention d'engagement partenarial Plus
Group en
Research partnerships programs
Group fr
Programmes de partenariat
Committee code
1555
Committee name en
Prairie Internal Decision Committee
Committee name fr
Comité de décision interne pour les Prairies
Area of application code
801
Area of application group en
Information and communication services
Area of application group fr
Services d'information et de télécommunications
Area of application en
Computer software
Area of application fr
Logiciel
Research subject code
2704
Research subject group en
Information technology
Research subject group fr
Technologie de l'information
Research subject en
Distributed and parallel processing
Research subject fr
Traitement réparti et simultané
Partie
1
Nb partie
1
Application title
High performance computing framework for GCM-driven climate change simulation with the routing model WATROUTE
Keyword
NSERC
Application summary
Manitoba Hydro's resource planning process is influenced by a variety of factors including water supply andelectrical energy demand. As a result, understanding the sensitivity of planning decisions to future streamflowscenarios are important to their integrated resource planning process. Streamflow scenarios can be developedby combining global climate model simulated runoff values with the WATROUTE routing model for theNelson-Churchill Watershed. The routing model is implemented in WATROUTE, the routing component ofthe Canadian Hydrological Model (CHARM) suite of programs. Further, WATROUTE is the computationalbottleneck for the streamflow simulation processes, incurring long runtimes, especially when projecting manyyears into the future. Thus, finding ways of significantly reducing the runtime of WATROUTE is of greatimportance to Manitoba Hydro. Moreover, the parallel nature of the routing model is an ideal fit for executionon the massively parallel processors inherent in graphics processing units (GPUs), which have recently becomeavailable for general-purpose scientific computing. This work is an extension of the results from an EngageGrant with Manitoba Hydro, where the aim was to create a highly-parallel, GPU-based,high-performance-computing implementation of the WATROUTE routing model to assist Manitoba Hydro'sresource planning process. Tremendous progress was achieved toward this aim through significant reduction inthe routing model runtime. As a result, the aim of this Engage Plus Grant is to pursue the reduction ofWATROUTE's overall runtime using GPUs, produce a release ready version of WATROUTE, explore theapplication of WATROUTE to datasets previously too large to process, and investigate the use ofWATROUTE on systems with multiple GPUs. Benefits realized by this work may also have a positive impacton the MEC-Surface and Hydrology System (MESH) and the Canadian Regional Climate Model, as both useWATROUTE.
University of Winnipeg - $12,500 Grant (2017-18) | Canada Spends