Y. Zhang, B. Ozisikyilmaz, G. Memik, J. Kim, A. Choudhary. Analyzing the Impact of On-chip Network Traffic on Program Phases for CMPs. In Proc. of the IEEE International Symposium on Performance Analysis of Systems and Software (ISPASS), April 2009
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A. Das, B. Ozisikyilmaz, S. Ozdemir, J. Zambreno, G. Memik and A. Choudhary. Evaluating the Effects of Cache Redundancy on Profit.In Proceedings of the International Symposium on Microarchitecture (MICRO), November, 2008. [PDF]
B. Ozisikyilmaz, G. Memik, and A. Choudhary. Machine Learning Models to Predict Performance of Computer System Design Alternatives. In Proceedings of the International Conference on Parallel Processing (ICPP), September 2008. [PDF]
B. Ozisikyilmaz, G. Memik, and A. Choudhary. Efficient System Design Space Exploration Using Machine Learning Techniques. In Proceedings of The Design Automation Conference (DAC), June 2008. [PDF]
A. Shye, B. Ozisikyilmaz, A. Mallik, G. Memik, P. Dinda, R. Dick, A. Choudhary. Learning and Leveraging the Relationship between Architecture-Level Measurements and Individual User Satisfaction. In Proceedings of the International Symposium on Computer Architecture (ISCA), June 2008. [PDF]
A. Shye, L. Yang, X. Chen, B. Ozisikyilmaz, A. Mallik, B. Lin, P. A. Dinda, G. Memik, R. P. Dick. Empathic Computer Architectures and Systems. ACM Architectural Support for Programming Languages and Operating Systems (ASPLOS) - Wild and Crazy Ideas VI (WACI), March 2008. [PDF]
R. Narayanan, B. Ozisikyilmaz, G. Memik, J. Zambreno, and A. Choudhary. Quantization Error and Accuracy-Performance Tradeoffs for Embedded Data Mining Workloads. In Proceedings of 10th International Workshop on High Performance Data Mining (HPDM), May 2007. [PDF]
A. Choudhary, R. Narayanan, B. Ozisikyilmaz, G. Memik, J. Zambreno, and J. Pisharath. Optimizing Data Mining Workloads using Hardware Accelerators. In Proceedings of the 10th Workshop on Computer Architecture Evaluation using Commercial Workloads (CAECW-10), February 2007. [PDF]
R. Narayanan, B. Ozisikyilmaz, J. Zambreno, G. Memik, and A. Choudhary. MineBench: A Benchmark Suite for Data Mining Workloads. In Proceedings of the International Symposium on Workload Characterization (IISWC), October 2006. [PDF]
B. Ozisikyilmaz, R. Narayanan, J. Zambreno, G. Memik, and A. Choudhary. An Architectural Characterization Study of Data Mining and Bioinformatics Workloads. In Proceedings of the International Symposium on Workload Characterization (IISWC), October 2006. [PDF]
J. Pisharath, J. Zambreno, B. Ozisikyilmazz, and A. Choudhary. Accelerating data mining workloads: current approaches and future challenges in system architecture design. In Proceedings of the 9th International Workshop on High Performance and Distributed Mining (HPDM), April 2006. [PDF]
J. Zambreno, B. Ozisikyilmaz, J. Pisharath, G. Memik, and A. Choudhary. Performance characterization of data mining applications using MineBench. In Proceedings of the 9th Workshop on Computer Architecture Evaluation using Commercial Workloads (CAECW-9), February 2006. [PDF]
Book Chapters
O. T. Yildiz, B. Turhan, B. Ozisikyilmaz, H. Ozgur, B. Mecit, and D. Unat. HTML. In Introduction to Computers, Bogazici University Press, 2004.