Data-driven Science - 2009 Jiang, Y., & Shen, X. (2009). Speculation with Little Wasting: Saving Cost in Software Speculation Through Transparent Learning (No. WM-CS-2009-08). Williamsburg, VA: Computer Science Department, The College of William and Mary. Zhang, E. Z., Jiang, Y., Guo, Z., & Shen, X. (2009). Streamlining GPU Applications On the Fly – Thread Divergence Elimination through Runtime Thread-Data Remapping (No. WM-CS-2009-08). Williamsburg, VA: Computer Science Department, The College of William and Mary. Shen, X., & Jiang, Y. (2009). Co-Run Locality Prediction for Proactive Shared-Cache Management (Technical Report No. WM-CS-2009-03). Computer Science Department, The College of William and Mary. Zhang, E. Z., Jiang, Y., & Shen, X. (2009). A Systematic Measurement of the Influence of Non-Uniform Cache Sharing on the Performance of Modern Multithreaded Programs (Technical Report No. WM-CS-2009-04). Computer Science Department, The College of William and Mary. Shen, X., Jiang, Y., Zhang, E. Z., Tan, K., Mao, F., & Gethers, M. (2009). Program Seminal Behaviors: Automating Input Characterization for Large-Scope Proactive Behavior Prediction (Technical Report No. WM-CS-2009-07). Computer Science Department, The College of William and Mary. Mao, F., Zhang, E. Z., & Shen, X. (2009). Influence of program inputs on the selection of garbage collectors. Proceedings of the 2009 ACM SIGPLAN/SIGOPS international conference on Virtual execution environments - VEE '09. Presented at the the 2009 ACM SIGPLAN/SIGOPS international conference. https://doi.org/10.1145/1508293.1508307 Liu, Y., Zhang, E. Z., & Shen, X. (2009). A cross-input adaptive framework for GPU program optimizations. 2009 IEEE International Symposium on Parallel & Distributed Processing. Presented at the Distributed Processing (IPDPS). https://doi.org/10.1109/ipdps.2009.5160988 Tian, K., Jiang, Y., & Shen, X. (2009). A study on optimally co-scheduling jobs of different lengths on chip multiprocessors. Proceedings of the 6th ACM conference on Computing frontiers - CF '09. Presented at the the 6th ACM conference. https://doi.org/10.1145/1531743.1531752 Wilson, A. G., Huzurbazar, A. V., & Sentz, K. (2009). The Imprecise Dirichlet Model for Multilevel System Reliability. Journal of Statistical Theory and Practice, 3(1), 211–223. https://doi.org/10.1080/15598608.2009.10411921 Shen, X., Mao, F., Tian, K., & Zhang, E. Z. (2009). The study and handling of program inputs in the selection of garbage collectors. ACM SIGOPS Operating Systems Review, 43(3), 48. https://doi.org/10.1145/1618525.1618531 Zhong, Y., Shen, X., & Ding, C. (2009). Program locality analysis using reuse distance. ACM Transactions on Programming Languages and Systems, 31(6), 1–39. https://doi.org/10.1145/1552309.1552310 Mao, F., & Shen, X. (2009). Cross-Input Learning and Discriminative Prediction in Evolvable Virtual Machines. 2009 International Symposium on Code Generation and Optimization. Presented at the 2009 7th Annual IEEE/ACM International Symposium on Code Generation and Optimization (CGO). https://doi.org/10.1109/cgo.2009.10 Jiang, Y., Mao, F., & Shen, X. (2009). Speculation with Little Wasting: Saving Cost in Software Speculation through Transparent Learning. 2009 15th International Conference on Parallel and Distributed Systems. Presented at the 2009 15th International Conference on Parallel and Distributed Systems. https://doi.org/10.1109/ICPADS.2009.130 Parnell, G. S., Borio, L. L., Cox, L. A., Brown, G. G., Pollock, S., & Wilson, A. G. (2009). Response to Ezell and von Winterfeldt. Biosecurity and Bioterrorism, 7(1), 111–112. https://doi.org/10.1089/bsp.2009.0927 Singpurwalla, N. D., & Wilson, A. G. (2009). Probability, chance and the probability of chance. IIE Transactions (Institute of Industrial Engineers), 41(1), 12–22. https://doi.org/10.1080/07408170802322630