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Data-intensive applications

Overall, we find that iSCSI and NFS yield comparable performance for data-intensive applications, with a few caveats for write-intensive or mixed workloads.

In particular, we find that any application that generates predominantly read-oriented network traffic will see comparable performance in iSCSI and NFS v3. Since NFS v4 does not make significant changes to those portions of the protocol that deal with data transfers, we do not expect this situation to change in the future. Furthermore, the introduction of hardware protocol acceleration is likely to improve the data transfer part of both iSCSI and NFS in comparable ways.

In principle, we expect iSCSI and NFS to yield comparable performance for write-intensive workloads as well. However, due to the idiosyncrasies of the Linux NFS implementation, we find that iSCSI significantly outperforms NFS v3 for such workloads. We believe this is primarily due to the limit on the number of pending asynchronous writes at the NFS client. We find that this limit is quickly reached for very write-intensive workloads, causing the write-back cache at the NFS client to degenerate into a write-through cache. The resulting pseudo-synchronous write behavior causes a substantial performance degradation (by up to an order of magnitude) in NFS. We speculate that an increase in the pending writes limit and optimizations such as spatial write aggregation in NFS will eliminate this performance gap.

Although the two protocols yield comparable application performance, we find that they result in different server CPU utilizations. In particular, we find that the server utilization is twice as high in NFS than in iSCSI. We attribute this increase primarily due to the increased processing path in NFS when compared to iSCSI. An implication of the lower utilization in iSCSI is that the server is more scalable (i.e., it can service twice as many clients with the caveat that there is no sharing between client machines). It is worth noting that NFS appliances use specialized techniques such as cross-layer optimizations and hardware acceleration support to reduce server CPU utilizations by an order of magnitude - the relative effect of these techniques on NFS and iSCSI servers is a matter of future research.

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Next: Meta-data intensive applications Up: Discussion of Results Previous: Discussion of Results