DocumentCode :
3105345
Title :
Hiding I/O latency with pre-execution prefetching for parallel applications
Author :
Chen, Yong ; Byna, Surendra ; Sun, Xian-He ; Thakur, Rajeev ; Gropp, William
Author_Institution :
Dept. of Comput. Sci., Illinois Inst. of Technol., Chicago, IL, USA
fYear :
2008
fDate :
15-21 Nov. 2008
Firstpage :
1
Lastpage :
10
Abstract :
Parallel applications are usually able to achieve high computational performance but suffer from large latency in I/O accesses. I/O prefetching is an effective solution for masking the latency. Most of existing I/O prefetching techniques, however, are conservative and their effectiveness is limited by low accuracy and coverage. As the processor-I/O performance gap has been increasing rapidly, data-access delay has become a dominant performance bottleneck. We argue that it is time to revisit the ldquoI/O wallrdquo problem and trade the excessive computing power with data-access speed. We propose a novel pre-execution approach for masking I/O latency. We describe the pre-execution I/O prefetching framework, the pre-execution thread construction methodology, the underlying library support, and the prototype implementation in the ROMIO MPI-IO implementation in MPICH2. Preliminary experiments show that the pre-execution approach is promising in reducing I/O access latency and has real potential.
Keywords :
multiprocessing systems; parallel processing; storage management; I/O access latency; I/O prefetching; data-access delay; latency masking; preexecution prefetching; preexecution thread construction methodology; Application software; Computer science; Concurrent computing; Delay; File systems; Libraries; Parallel processing; Prefetching; Throughput; Yarn;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
High Performance Computing, Networking, Storage and Analysis, 2008. SC 2008. International Conference for
Conference_Location :
Austin, TX
Print_ISBN :
978-1-4244-2834-2
Electronic_ISBN :
978-1-4244-2835-9
Type :
conf
DOI :
10.1109/SC.2008.5213209
Filename :
5213209
Link To Document :
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