Design and evaluation of distributed smart disk architecture for I/O-intensive workloads

Authors:
Steve Chiu;Wei-keng Liao;Alok Choudhary
Affiliations:
Department of Electrical and Computer Engineering, Northwestern University, Evanston, IL;Department of Electrical and Computer Engineering, Northwestern University, Evanston, IL;Department of Electrical and Computer Engineering, Northwestern University, Evanston, IL
Venue:
ICCS'03 Proceedings of the 2003 international conference on Computational science
Year:
2003

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Abstract

Smart disks, a type of processor-embedded active I/O devices, with their on-disk memory and network interface controller, can be viewed as processing elements with attached storage. The growing size and access patterns of today's large I/O-intensive applications require architectures whose processing power scales with the storage capacity. We evaluate a distributed smart disk architecture with representative I/O-intensive workloads including TPC-H queries, association rule mining, data clustering, and 2-D fast Fourier transform applications to study the proposed architecture.