DocumentCode :
3146008
Title :
Towards a Storage Backend Optimized for Atomic MPI-I/O for Parallel Scientific Applications
Author :
Tran, Viet-Trung
Author_Institution :
IRISA, ENS Cachan, Rennes, France
fYear :
2011
fDate :
16-20 May 2011
Firstpage :
2057
Lastpage :
2060
Abstract :
We consider the challenges of building data management systems that are optimized for parallel I/O of scientific applications. One of those challenges focuses on the requirement of high I/O throughput for concurrent data accesses while obeying MPI atomicity semantics. In most existing implementations, the atomicity is often implemented through locking-based schemes, which have proven inefficient. In this proposal, we argue that a novel versioning-based scheme can avoid the need to perform expensive synchronization by using multiple snapshots of the same data, which is much more efficient. We describe our prototype of a versioning-based storage back-end and report on promising experimental results.
Keywords :
message passing; natural sciences computing; storage management; MPI atomicity semantics; atomic MPI-I/O; data management systems; locking-based schemes; parallel I/O; parallel scientific applications; storage backend optimization; versioning-based storage back-end; Atomic layer deposition; Concurrent computing; Context; Distributed databases; Prototypes; Semantics; Throughput;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Parallel and Distributed Processing Workshops and Phd Forum (IPDPSW), 2011 IEEE International Symposium on
Conference_Location :
Shanghai
ISSN :
1530-2075
Print_ISBN :
978-1-61284-425-1
Electronic_ISBN :
1530-2075
Type :
conf
DOI :
10.1109/IPDPS.2011.376
Filename :
6009016
Link To Document :
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