Publications

Shruti Patil and David J. Lilja, “Using Resampling Techniques to Compute Confidence Intervals for the Harmonic Mean of Rate-Based Performance Metrics,” IEEE Computer Architecture Letters.

Biplob K. Debnath, Mohamed F. Mokbel, and David J. Lilja, “Exploiting the Impact of Database System Configuration Parameters: A Design of Experiments Approach,” Bulletin of the IEEE Computer Society Technical Committee on Data Engineering, Special Issue on Testing and Tuning of Database Systems, Vol. 31, No. 1, March, 2008, pp. 3-10.

Joshua J. Yi, David J. Lilja, Resit Sendag, Sreekumar Kodakara, and Douglas M. Hawkins, “Speed and Accuracy Trade-offs in Microarchitectural Simulations,” IEEE Transactions on Computers, Vol. 56, No. 11, November, 2007, pp. 1549-1563.

Sreekumar V. Kodakara, Jinpyo Kim, David J. Lilja, Douglas Hawkins, Wei-Chung Hsu, and Pen-Chung Yew, “CIM: A Reliable Metric for Evaluating Program Phase Classifications,” IEEE Computer Architecture Letters, Vol. 6, No. 1, January-June, 2007, pp. 9-12.

Biplob K. Debnath, David J. Lilja, and Mohamed Mokbel, “SARD: A Statistical Approach for Ranking Database Tuning Parameters,” International Workshop on Self-Managing Database Systems (SMDB), IEEE International Conference on Data Engineering (ICDE), April, 2008.

Vassilios N. Christopoulos, David J. Lilja, Paul R. Schrater, Apostolos P. Georgopoulos, “Independent Component Analysis and Evolutionary Algorithms for Building Representative Benchmark Subsets,” IEEE International Symposium on Performance Analysis of Systems and Software (ISPASS), April, 2008.

James Skarie, Biplob K. Debnath, David J. Lilja, and Mohamed Mokbel, “SCRAP: A Statistical Approach for Creating a Compact Representational Query Workload Based on Performance Bottlenecks,” IEEE International Symposium on Workload Characterization (IISWC), September, 2007.

Sreekumar V. Kodakara, Jinpyo Kim, David J. Lilja, Wei-Chung Hsu, and Pen-Chung Yew, “Analysis of Statistical Sampling in Microarchitecture Simulation: Metric, Methodology, and Program Characterization,” IEEE International Symposium on Workload Characterization (IISWC), September, 2007.

Joshua Yi, Resit Sendag, Lieven Eeckhout, Ajay Joshi, David J. Lilja, and Lizy John, “Evaluating Benchmark Subsetting Approaches,” IEEE International Symposium on Workload Characterization (IISWC), October, 2006.