Title :
Affinity-aware optimization of multithreaded two-phase I/O for high throughput collective I/O
Author :
Tsujita, Y. ; Hori, A. ; Ishikawa, Yozo
Author_Institution :
Adv. Inst. for Comput. Sci., RIKEN, Kobe, Japan
Abstract :
Collective MPI-IO for non-contiguous accesses has been playing a big role in not only direct MPI-IO API calls but also scientific applications using parallel I/O libraries such as HDF5, which utilizes MPI-IO APIs underneath its parallel I/O APIs. We have been focusing on performance improvements in such a collective MPI-IO by using a representative MPI-IO library named ROMIO. Inside ROMIO, an optimization scheme named two-phase I/O achieves higher performance even if we have non-contiguous accesses. We have developed multithreaded ROMIO using Pthreads for further performance improvement. In this paper, we present a better performance optimization in collective write operations by using a newly implemented functionality to manage CPU core bindings for invoked I/O threads in addition to a multiple I/O request queueing scheme. We achieved performance gains up to 29% with the CPU core bindings compared to I/O throughput without CPU core bindings. Furthermore, we noted that a multiple number of I/O request slots in queues mitigated the internal unbalanced data-exchange phase times among MPI processes.
Keywords :
application program interfaces; input-output programs; multi-threading; MPI-IO API calls; Pthreads; ROMIO library; affinity-aware optimization; application program interfaces; collective MPI-IO; high throughput collective input-output; multithreaded two-phase input-output; optimization scheme; parallel I/O libraries; two-phase I/O achieves; Benchmark testing; Instruction sets; Libraries; Message systems; Multicore processing; Optimization; Throughput; CPU core bindings; MPI-IO; Pthreads; multiple I/O request queueing; multithreaded two-phase I/O;
Conference_Titel :
High Performance Computing & Simulation (HPCS), 2014 International Conference on
Conference_Location :
Bologna
Print_ISBN :
978-1-4799-5312-7
DOI :
10.1109/HPCSim.2014.6903688