MineBench: A Benchmark Suite for Data Mining Workloads. - Ramanathan Narayanan; Berkin Özisikyilmaz; Joseph Zambreno; Gokhan Memik; Alok N. Choudhary (IISWC, 2006)

An Architectural Characterization Study of Data Mining and Bioinformatics Workloads. - Berkin Özisikyilmaz; Ramanathan Narayanan; Joseph Zambreno; Gokhan Memik; Alok N. Choudhary (IISWC, 2006)

Quantization Error and Accuracy-Performance Tradeoffs for Embedded Data Mining Workloads. - Ramanathan Narayanan; Berkin Özisikyilmaz; Gokhan Memik; Alok N. Choudhary; Joseph Zambreno (International Conference on Computational Science (3), 2007)

Efficient system design space exploration using machine learning techniques. - Berkin Özisikyilmaz; Gokhan Memik; Alok N. Choudhary (DAC, 2008)

Machine Learning Models to Predict Performance of Computer System Design Alternatives. - Berkin Özisikyilmaz; Gokhan Memik; Alok N. Choudhary (ICPP, 2008)

Learning and Leveraging the Relationship between Architecture-Level Measurements and Individual User Satisfaction. - Alex Shye; Berkin Özisikyilmaz; Arindam Mallik; Gokhan Memik; Peter A. Dinda; Robert P. Dick; Alok N. Choudhary (ISCA, 2008)

Evaluating the effects of cache redundancy on profit. - Abhishek Das; Berkin Özisikyilmaz; Serkan Ozdemir; Gokhan Memik; Joseph Zambreno; Alok N. Choudhary (MICRO, 2008)

Analyzing the impact of on-chip network traffic on program phases for CMPs. - Yu Zhang 034; Berkin Özisikyilmaz; Gokhan Memik; John Kim 001; Alok N. Choudhary (ISPASS, 2009)

Enabling active storage on parallel I/O software stacks. - Seung Woo Son 001; Samuel Lang; Philip H. Carns; Robert B. Ross; Rajeev Thakur; Berkin Özisikyilmaz; Prabhat Kumar 002; Wei-keng Liao; Alok N. Choudhary (MSST, 2010)

High Performance Data Mining Using R on Heterogeneous Platforms. - Prabhat Kumar 002; Berkin Özisikyilmaz; Wei-keng Liao; Gokhan Memik; Alok N. Choudhary (IPDPS Workshops, 2011)

Accelerating data mining workloads: current approaches and future challenges in system architecture design. - Alok N. Choudhary; Daniel Honbo; Prabhat Kumar 002; Berkin Özisikyilmaz; Sanchit Misra; Gokhan Memik (WIREs Data Mining Knowl. Discov., 2011)