I/O Scheduling Service for Multi-Application Clusters
Distributed applications, especially the ones being I/O intensive, often access the storage subsystem in a nonsequential way (stride requests). Since such behaviours lower the overall system performance, many applications use parallel I/O libraries such as ROMIO to gather and reorder requests. In th...
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Format: | Tagungsbericht |
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Zusammenfassung: | Distributed applications, especially the ones being I/O intensive, often access the storage subsystem in a nonsequential way (stride requests). Since such behaviours lower the overall system performance, many applications use parallel I/O libraries such as ROMIO to gather and reorder requests. In the meantime, as cluster usage grows, several applications are often executed concurrently, competing for access to storage subsystems and, thus, potentially canceling optimisations brought by parallel I/O libraries. The aIOLi project aims at optimising the I/O accesses within the cluster and providing a simple POSIX API. This article presents an extension of aIOLi to address the issue of disjoint accesses generated by different concurrent applications in a cluster. In such a context, good trade-off has to be assessed between performance, fairness and response time. To achieve this, an I/O scheduling algorithm together with a "requests aggregator" that considers both application access patterns and global system load, have been designed and merged into aIOLi This improvement led to the implementation of a new generic framework pluggable into any I/O file system layer. A test composed of two concurrent IOR benchmarks has shown improvements on read accesses by a factor ranging from 3.5 to 35 with POSIX calls and from 3.3 to 5 with ROMIO, both reference benchmarks have been executed on a traditional NFS server without any additional optimisations |
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ISSN: | 1552-5244 2168-9253 |
DOI: | 10.1109/CLUSTR.2006.311854 |