1. Enhance CMAQ Performance to Meet Future Challenges: I/O Aspect David Wong AMAD, EPA October 20, 2009

2. Motivation Seeing degradation of performance as the number of processors increase Need to use large number of processors is inevitable Over due

4. Background info CMAQ performs I/O through IOAPI_3 IOAPI_3 operates in serial mode PARIO (PARallel IO) was created over 10 years ago, on top of IOAPI_3 to provide parallel I/O functionalities Current I/O design: any processor can perform read but only I/O processor can perform write

16. Observation Read operation overhead Write operation synchronization cost

28. Summary CMAQ degradation comes from read operation as well as synchronization cost for write operation. This implies not “suitable” to run with large number of processors AQF’s I/O design does show better performance DFIO approach takes care the degradation problem

29. Next step Pick a better configuration to compare aqf and cmaq performance Determine the actual I/O performance using the real model code Pnetcdf Multicore architecture

30. THANK YOU !