Berkin Özisikyilmaz

According to our database, Berkin Özisikyilmaz authored at least 11 papers between 2006 and 2011.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2011

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

Alok N. Choudhary, Daniel Honbo, Prabhat Kumar, Berkin Özisikyilmaz, Sanchit Misra, Gokhan Memik

WIREs Data Mining Knowl. Discov., 2011

High Performance Data Mining Using R on Heterogeneous Platforms.

Prabhat Kumar, Berkin Özisikyilmaz, Wei-keng Liao, Gokhan Memik, Alok N. Choudhary

Proceedings of the 25th IEEE International Symposium on Parallel and Distributed Processing, 2011

2010

Enabling active storage on parallel I/O software stacks.

Seung Woo Son, Samuel Lang, Philip H. Carns, Robert B. Ross, Rajeev Thakur, Berkin Özisikyilmaz, Prabhat Kumar, Wei-keng Liao, Alok N. Choudhary

Proceedings of the IEEE 26th Symposium on Mass Storage Systems and Technologies, 2010

2009

Analyzing the impact of on-chip network traffic on program phases for CMPs.

Yu Zhang, Berkin Özisikyilmaz, Gokhan Memik, John Kim, Alok N. Choudhary

Proceedings of the IEEE International Symposium on Performance Analysis of Systems and Software, 2009

2008

Evaluating the effects of cache redundancy on profit.

Abhishek Das, Berkin Özisikyilmaz, Serkan Ozdemir, Gokhan Memik, Joseph Zambreno, Alok N. Choudhary

Proceedings of the 41st Annual IEEE/ACM International Symposium on Microarchitecture (MICRO-41 2008), 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

Proceedings of the 35th International Symposium on Computer Architecture (ISCA 2008), 2008

Machine Learning Models to Predict Performance of Computer System Design Alternatives.

Berkin Özisikyilmaz, Gokhan Memik, Alok N. Choudhary

Proceedings of the 2008 International Conference on Parallel Processing, 2008

Efficient system design space exploration using machine learning techniques.

Berkin Özisikyilmaz, Gokhan Memik, Alok N. Choudhary

Proceedings of the 45th Design Automation Conference, 2008

2007

Quantization Error and Accuracy-Performance Tradeoffs for Embedded Data Mining Workloads.

Ramanathan Narayanan, Berkin Özisikyilmaz, Gokhan Memik, Alok N. Choudhary, Joseph Zambreno

Proceedings of the Computational Science - ICCS 2007, 7th International Conference, Beijing, China, May 27, 2007

2006

An Architectural Characterization Study of Data Mining and Bioinformatics Workloads.

Berkin Özisikyilmaz, Ramanathan Narayanan, Joseph Zambreno, Gokhan Memik, Alok N. Choudhary

Proceedings of the 2006 IEEE International Symposium on Workload Characterization, 2006

MineBench: A Benchmark Suite for Data Mining Workloads.

Ramanathan Narayanan, Berkin Özisikyilmaz, Joseph Zambreno, Gokhan Memik, Alok N. Choudhary

Proceedings of the 2006 IEEE International Symposium on Workload Characterization, 2006