A case for intelligent disks (IDISKs)
ACM SIGMOD Record
Active Storage for Large-Scale Data Mining and Multimedia
VLDB '98 Proceedings of the 24rd International Conference on Very Large Data Bases
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Proceedings of the 2009 ACM SIGMOD International Conference on Management of data
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Proceedings of the VLDB Endowment
Proceedings of the VLDB Endowment
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Proceedings of the VLDB Endowment
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Proceedings of the VLDB Endowment
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Proceedings of the 2011 ACM SIGMOD International Conference on Management of data
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Proceedings of the 2011 ACM SIGMOD International Conference on Management of data
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Proceedings of the Seventh International Workshop on Data Management on New Hardware
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ADBIS'11 Proceedings of the 15th international conference on Advances in databases and information systems
Intelligent SSD: a turbo for big data mining
Proceedings of the 22nd ACM international conference on Conference on information & knowledge management
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Data storage devices are getting "smarter." Smart Flash storage devices (a.k.a. "Smart SSD") are on the horizon and will package CPU processing and DRAM storage inside a Smart SSD, and make that available to run user programs inside a Smart SSD. The focus of this paper is on exploring the opportunities and challenges associated with exploiting this functionality of Smart SSDs for relational analytic query processing. We have implemented an initial prototype of Microsoft SQL Server running on a Samsung Smart SSD. Our results demonstrate that significant performance and energy gains can be achieved by pushing selected query processing components inside the Smart SSDs. We also identify various changes that SSD device manufacturers can make to increase the benefits of using Smart SSDs for data processing applications, and also suggest possible research opportunities for the database community.