Influence of adaptive data layouts on performance in dynamically changing storage environments

A. Brinkmann, S. Effert, M. Heidebuer, M. Vodisek, in: 14th Euromicro International Conference on Parallel, Distributed, and Network-Based Processing (PDP’06), 2006.

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Conference Paper | Published | English
Author
Brinkmann, Andre; Effert, Sascha ; Heidebuer, Michael; Vodisek, Mario
Abstract
For most of today's IT environments, the tremendous need for storage capacity in combination with a required minimum I/O performance has become highly critical. In dynamically growing environments, a storage management solution's underlying data distribution scheme has great impact to the overall system I/O performance. The evaluation of a number of open system storage visualization solutions and volume managers has shown that all of them lack the ability to automatically adapt to changing access patterns and storage infrastructures; many of them require an error prone manual re-layout of the data blocks, or rely on a very time consuming re-striping of all available data. This paper evaluates the performance of conventional data distribution approaches compared to the adaptive virtualization solution V:DRIVE in dynamically changing storage environments. Changes of the storage infrastructure are normally not considered in benchmark results, but can have a significant impact on storage performance. Using synthetic benchmarks, V:DRIVE is compared in such changing environments with the non-adaptive Linux logical volume manager (LVM). The performance results of our tests clearly outline the necessity of adaptive data distribution schemes.
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14th Euromicro International Conference on Parallel, Distributed, and Network-Based Processing (PDP'06)
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Brinkmann A, Effert S, Heidebuer M, Vodisek M. Influence of adaptive data layouts on performance in dynamically changing storage environments. In: 14th Euromicro International Conference on Parallel, Distributed, and Network-Based Processing (PDP’06). ; 2006. doi:10.1109/pdp.2006.44
Brinkmann, A., Effert, S., Heidebuer, M., & Vodisek, M. (2006). Influence of adaptive data layouts on performance in dynamically changing storage environments. 14th Euromicro International Conference on Parallel, Distributed, and Network-Based Processing (PDP’06). https://doi.org/10.1109/pdp.2006.44
@inproceedings{Brinkmann_Effert_Heidebuer_Vodisek_2006, title={Influence of adaptive data layouts on performance in dynamically changing storage environments}, DOI={10.1109/pdp.2006.44}, booktitle={14th Euromicro International Conference on Parallel, Distributed, and Network-Based Processing (PDP’06)}, author={Brinkmann, Andre and Effert, Sascha and Heidebuer, Michael and Vodisek, Mario}, year={2006} }
Brinkmann, Andre, Sascha Effert, Michael Heidebuer, and Mario Vodisek. “Influence of Adaptive Data Layouts on Performance in Dynamically Changing Storage Environments.” In 14th Euromicro International Conference on Parallel, Distributed, and Network-Based Processing (PDP’06), 2006. https://doi.org/10.1109/pdp.2006.44.
A. Brinkmann, S. Effert, M. Heidebuer, and M. Vodisek, “Influence of adaptive data layouts on performance in dynamically changing storage environments,” 2006, doi: 10.1109/pdp.2006.44.
Brinkmann, Andre, et al. “Influence of Adaptive Data Layouts on Performance in Dynamically Changing Storage Environments.” 14th Euromicro International Conference on Parallel, Distributed, and Network-Based Processing (PDP’06), 2006, doi:10.1109/pdp.2006.44.

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