Accelerating data mining workloads: current approaches and future challenges in system architecture design

Author:

Choudhary Alok N.1,Honbo Daniel1,Kumar Prabhat1,Ozisikyilmaz Berkin1,Misra Sanchit1,Memik Gokhan1

Affiliation:

1. Northwestern University. http://www.eece.northwestern.edu

Publisher

Wiley

Subject

General Computer Science

Reference24 articles.

1. WinterCorp Consulting Services 2005. Top Ten Program. Available at:http://www.wintercorp.com/VLDB/2005_TopTen_Survey/2005TopTenWinners.pdf(Accessed December 14 2009). Cambridge MA.

2. Design of a Hardware Accelerator for Density Based Clustering Applications

3. Performance characterization of data mining applications using MineBench;Zambreno J;Proceedings of the International Workshop on Computer Architecture Evaluation using Commercial Workloads,2006

4. OzisikyilmazB NarayananR ZambrenoJ MemikG ChoudharyA.An architectural characterization study of data mining and bioinformatics workloads.Proceedings of IEEE International Symposium on Workload Characterization. San Jose CA: October2006 61–70.

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