pbalara-bibtex.bib

@misc{berry2015ml,
  author = {M. Berry and T. E. Potok and P. Balaprakash and H. Hoffmann and R. Vatsavai and Prabhat},
  date-added = {2015-09-22 02:35:30 +0000},
  date-modified = {2015-09-23 03:57:38 +0000},
  howpublished = {{DOE ASCR Workshop Report}},
  title = {Machine learning and understanding for intelligent extreme scale scientific computing and discovery},
  url = {http://science.energy.gov/~/media/ascr/pdf/program-documents/docs/Machine_Learning_DOE_Workshop_Report.pdf},
  year = {2015},
  bdsk-url-1 = {http://science.energy.gov/~/media/ascr/pdf/program-documents/docs/Machine_Learning_DOE_Workshop_Report.pdf}
}

@article{BalBirSto15,
  author = {P. Balaprakash and M. Birattari and T. St{\"u}tzle and M. Dorigo},
  date-added = {2015-09-22 02:20:46 +0000},
  date-modified = {2015-09-23 03:59:11 +0000},
  doi = {10.1007/s10589-014-9719-z},
  journal = {Computational Optimization and Applications},
  number = {2},
  pages = {463--487},
  title = {Estimation-based metaheuristics for the single vehicle routing problem with stochastic demands and customers},
  volume = {61},
  year = {2015},
  bdsk-url-1 = {http://dx.doi.org/10.1007/s10589-014-9719-z}
}

@inproceedings{MamBalCho2015,
  author = {A. Mametjanov and P. Balaprakash and C. Choudary and P. D. Hovland and S. M. Wild and G. Sabin},
  booktitle = {2015 IEEE 23rd Annual International Symposium on Field-Programmable Custom Computing Machines (FCCM)},
  date-added = {2015-09-21 23:45:03 +0000},
  date-modified = {2015-09-23 04:00:46 +0000},
  doi = {10.1109/FCCM.2015.54},
  note = {Acceptance rate 22.10%},
  pages = {84--91},
  title = {Autotuning {FPGA} design parameters for performance and power},
  year = {2015},
  bdsk-url-1 = {http://dx.doi.org/10.1109/FCCM.2015.54}
}

@techreport{BalTiwWilHov2015,
  author = {P. Balaprakash and A. Tiwari and S. M. Wild and P. D. Hovland},
  date-added = {2015-09-11 19:03:56 +0000},
  date-modified = {2015-09-11 19:05:47 +0000},
  institution = {Argonne National Laboratory},
  title = {{AutoMOMML}: Automatic Multiple Objectives Modeling with Machine Learning},
  year = {2015}
}

@techreport{RoyBalHovWil2015,
  author = {A. Roy and P. Balaprakash and P. D. Hovland and S. M. Wild},
  date-added = {2015-09-11 18:59:31 +0000},
  date-modified = {2015-09-22 03:02:04 +0000},
  institution = {Argonne National Laboratory},
  number = {ANL/MCS-P5400-0915},
  title = {Exploiting performance portability in search algorithms for autotuning},
  year = {2015}
}

@incollection{BalGomBou15,
  author = {P. Balaprakash and L. A. B. Gomez and M. S. Bouguerra and S. M. Wild and F. Cappello and P. D. Hovland},
  booktitle = {High Performance Computing Systems. Performance Modeling, Benchmarking, and Simulation -- PMBS 2014},
  date-added = {2015-05-18 17:09:41 +0000},
  date-modified = {2015-09-23 04:02:22 +0000},
  doi = {10.1007/978-3-319-17248-4_13},
  editor = {Jarvis, Stephen A. and Wright, Steven A. and Hammond, Simon D.},
  pages = {249--263},
  publisher = {Springer International Publishing},
  series = {Lecture Notes in Computer Science},
  title = {Analysis of the tradeoffs between energy and run time for multilevel checkpointing},
  volume = {8966},
  year = {2015},
  bdsk-url-1 = {http://dx.doi.org/10.1007/978-3-319-17248-4_13}
}

@inproceedings{NelRivBal2015,
  author = {T. Nelson and A. Rivera and P. Balaprakash and M. Hall and P. D. Hovland and E. Jessup and B. Norris},
  booktitle = {Proceedings of the 44th International Conference on Parallel Processing (ICPP)},
  date-added = {2015-05-18 16:48:59 +0000},
  date-modified = {2015-09-22 03:01:01 +0000},
  note = {Acceptance rate 32.5%},
  title = {Generating efficient tensor contractions for {GPU}s},
  year = {2015}
}

@incollection{BalAleMic15,
  author = {P. Balaprakash and Y. Alexeev and S. A. Mickelson and S. Leyffer and R. Jacob and A. Craig},
  booktitle = {High Performance Computing for Computational Science -- VECPAR 2014, Revised Selected Papers},
  date-added = {2015-05-18 16:38:00 +0000},
  date-modified = {2015-09-23 04:04:51 +0000},
  doi = {10.1007/978-3-319-17353-5_7},
  editor = {Dayd{\'e}, Michel and Marques, Osni and Nakajima, Kengo},
  pages = {79--91},
  publisher = {Springer International Publishing},
  series = {Lecture Notes in Computer Science},
  title = {Machine-learning-based load balancing for community ice code component in {CESM}},
  volume = {8969},
  year = {2015},
  bdsk-url-1 = {http://dx.doi.org/10.1007/978-3-319-17353-5_7}
}

@inproceedings{IsaBalWil2015,
  author = {F. Isaila and P. Balaprakash and S. M. Wild and D. Kimpe and R. Latham and R. Ross and P. D. Hovland},
  booktitle = {2015 IEEE International Conference on Cluster Computing (CLUSTER)},
  date-added = {2015-02-01 00:56:25 +0000},
  date-modified = {2015-09-21 23:38:51 +0000},
  note = {Acceptance rate 24%},
  organization = {IEEE},
  title = {Collective {I/O} tuning using analytical and machine learning models},
  year = {2015}
}

@inproceedings{MoaBalRouWil2015,
  author = {A. Moawad and P. Balaprakash and A. Rousseau and S. M. Wild},
  booktitle = {International Electric Vehicle Symposium and Exhibition (EVS28)},
  date-added = {2015-02-01 00:49:27 +0000},
  date-modified = {2015-09-23 04:12:59 +0000},
  title = {Novel large scale simulation process to support {DOT}'s {CAFE} modeling system},
  url = {http://www.mcs.anl.gov/papers/P5292-0215.pdf},
  year = {2015}
}

@misc{BalTiwWil2014b,
  author = {P. Balaprakash and A. Tiwari and S. M. Wild},
  date-added = {2014-12-17 17:20:07 +0000},
  date-modified = {2014-12-17 17:20:07 +0000},
  howpublished = {{The SUPER Project Newsletter}},
  title = {Framework for Optimizing Power, Energy, and Performance},
  url = {http://www.super-scidac.org/sites/super-scidac.org/files/SUPERNEWSLETTERApril2014final_0.pdf},
  year = {2014},
  bdsk-url-1 = {http://www.super-scidac.org/sites/super-scidac.org/files/SUPERNEWSLETTERApril2014final_0.pdf}
}

@misc{BalWilHov2011b,
  author = {P. Balaprakash and S. M. Wild and P. D. Hovland},
  date-added = {2014-12-13 22:50:22 -0600},
  date-modified = {2014-12-17 17:40:33 +0000},
  howpublished = {2011 DOE Applied Mathematics Program Meeting, Washington, DC},
  note = {{Abstract}},
  title = {Model-based optimization algorithms for empirical performance tuning},
  year = {2011}
}

@misc{BalWilHov2012a,
  author = {P. Balaprakash and S. M. Wild and P. D. Hovland},
  date-added = {2014-12-13 22:48:33 -0600},
  date-modified = {2014-12-14 16:47:10 -0600},
  howpublished = {DOE CScADS Workshop on Libraries and Autotuning for Extreme-Scale Systems},
  note = {{Abstract}},
  title = {Global and local search algorithms in empirical performance tuning},
  year = {2011}
}

@misc{BalWilHov2012b,
  author = {P. Balaprakash and S. M. Wild and P. D. Hovland},
  date-added = {2014-12-13 22:46:18 -0600},
  date-modified = {2014-12-14 16:47:17 -0600},
  howpublished = {SIAM Conference on Parallel Processing (SIAM PP 2012)},
  note = {{Abstract}},
  title = {Efficient optimization algorithms for empirical performance tuning},
  year = {2012}
}

@misc{NorZhuNelBalWil2011a,
  author = {B. Norris and Q. Zhu and T. Nelson and P. Balaprakash and S. M. Wild},
  date-added = {2014-12-13 22:41:13 -0600},
  date-modified = {2014-12-17 17:32:50 +0000},
  howpublished = {2011 SIAM Conference on Computational Science and Engineering},
  note = {{Abstract}},
  title = {Comparison of search strategies in empirical performance tuning of linear algebra kernels},
  year = {2011}
}

@inproceedings{BalLil2012a,
  author = {P. Balaprakash and O. A. Lilienfeld},
  booktitle = {IPAM Chemical Compound Space Reunion},
  date-added = {2014-12-13 21:01:44 -0600},
  date-modified = {2014-12-17 17:25:09 +0000},
  note = {{Invited Abstract}},
  title = {A sequential learning approach for quantum chemistry simulations},
  year = {2012}
}

@misc{BalWilHov2013a,
  author = {P. Balaprakash and S. M. Wild and P. D. Hovland},
  date-added = {2014-12-13 20:47:29 -0600},
  date-modified = {2014-12-14 23:40:41 -0600},
  howpublished = {White Paper},
  title = {Performance modeling for exascale autotuning: {A}n integrated approach},
  year = {2013}
}

@misc{BalMorWilVisHovKumAll2014,
  author = {P. Balaprakash and V. Morozov and S. M. Wild and V. Vishwanath and P. D. Hovland and K. Kumaran and B. Allcock},
  date-added = {2014-12-13 20:45:38 -0600},
  date-modified = {2014-12-14 17:48:50 -0600},
  howpublished = {White Paper},
  title = {Machine learning for self-adaptive leadership-class machines},
  year = {2014}
}

@phdthesis{Bal2010b,
  author = {P. Balaprakash},
  date-added = {2014-12-13 20:13:45 -0600},
  date-modified = {2015-09-23 04:35:45 +0000},
  school = {Universit\'e Libre de Bruxelles},
  title = {Estimation-based metaheuristics for stochastic combinatorial optimization: {C}ase studies in stochastic routing problems},
  url = {http://iridia.ulb.ac.be/~mdorigo/HomePageDorigo/thesis/phd/PBalaprakashPhDThesis.pdf},
  year = {2010}
}

@techreport{MoaHalPagRouBalWild2014,
  author = {A. Moawad and S. Halbach and S. Pagerit and A. Rousseau and P. Balaprakash and S. Wild},
  date-added = {2014-12-13 20:04:35 -0600},
  date-modified = {2015-09-23 04:11:55 +0000},
  institution = {Report to Department of Transportation},
  number = {ANL/ESD-13/13},
  title = {Novel process to use vehicle simulations directly as inputs to {DOTs CAFE} modeling system},
  year = {2014}
}

@inproceedings{BalWilHov2013,
  author = {P. Balaprakash and S. M. Wild and P. D. Hovland},
  booktitle = {High Performance Computing for Computational Science - VECPAR 2012, 10th International Conference, Revised Selected Papers},
  date-added = {2014-12-13 16:51:50 -0600},
  date-modified = {2015-09-23 04:23:38 +0000},
  doi = {10.1007/978-3-642-38718-0_26},
  editors = {M.J. Dayd\'e, O. Marques, K. Nakajima},
  isbn = {978-3-642-38717-3},
  pages = {261--269},
  publisher = {Springer},
  series = {Lecture Notes in Computer Science},
  title = {An experimental study of global and local search algorithms in empirical performance tuning},
  year = {2013},
  bdsk-url-1 = {http://dx.doi.org/10.1007/978-3-642-38718-0_26}
}

@inproceedings{BalBunChaGhuChi2013a,
  acmid = {2499973},
  address = {San Diego, CA, USA},
  articleno = {5},
  author = {Balaprakash, Prasanna and Buntinas, Darius and Chan, Anthony and Guha, Apala and Gupta, Rinku and Narayanan, Sri Hari Krishna and Chien, Andrew A. and Hovland, Paul and Norris, Boyana},
  booktitle = {Proceedings of the High Performance Computing Symposium},
  date-added = {2014-12-13 16:50:33 -0600},
  date-modified = {2014-12-13 22:37:00 -0600},
  isbn = {978-1-62748-033-8},
  location = {San Diego, California},
  note = {{Best Paper Award}},
  numpages = {8},
  pages = {5:1--5:8},
  publisher = {Society for Computer Simulation International},
  series = {HPC '13},
  title = {Exascale workload characterization and architecture implications},
  url = {http://dl.acm.org/citation.cfm?id=2499968.2499973},
  year = {2013},
  bdsk-url-1 = {http://dl.acm.org/citation.cfm?id=2499968.2499973}
}

@inproceedings{BalTiwWil2014,
  author = {Balaprakash, Prasanna and Tiwari, Ananta and Wild, Stefan M.},
  booktitle = {High Performance Computing Systems. Performance Modeling, Benchmarking and Simulation -- PMBS 2013},
  date-added = {2014-12-13 16:47:45 -0600},
  date-modified = {2015-09-23 04:16:45 +0000},
  doi = {10.1007/978-3-319-10214-6_12},
  editor = {Jarvis, Stephen A. and Wright, Steven A. and Hammond, Simon D.},
  pages = {239-260},
  publisher = {Springer International Publishing},
  series = {Lecture Notes in Computer Science},
  title = {Multi objective optimization of {HPC} kernels for performance, power, and energy},
  year = {2014},
  bdsk-url-1 = {http://dx.doi.org/10.1007/978-3-319-10214-6_12}
}

@inproceedings{BalWilHov2011a,
  author = {Prasanna Balaprakash and Stefan M. Wild and Paul D. Hovland},
  booktitle = {Proceedings of the International Conference on Computational Science, ICCS 2011},
  date-added = {2014-12-13 16:32:54 -0600},
  date-modified = {2014-12-13 22:47:19 -0600},
  doi = {10.1016/j.procs.2011.04.234},
  issn = {1877-0509},
  journal = {Procedia Computer Science},
  pages = {2136--2145},
  title = {Can search algorithms save large-scale automatic performance tuning?},
  volume = {4},
  year = {2011},
  bdsk-url-1 = {http://dx.doi.org/10.1016/j.procs.2011.04.234}
}

@inproceedings{BalWilNor2012,
  author = {Prasanna Balaprakash and Stefan M. Wild and Boyana Norris},
  booktitle = {Proceedings of the International Conference on Computational Science, ICCS 2012},
  date-added = {2014-12-13 16:31:07 -0600},
  date-modified = {2014-12-17 18:29:49 +0000},
  doi = {10.1016/j.procs.2012.04.214},
  issn = {1877-0509},
  journal = {Procedia Computer Science},
  pages = {1959--1968},
  title = {{SPAPT}: {S}earch {P}roblems in {A}utomatic {P}erformance {T}uning},
  volume = {9},
  year = {2012},
  bdsk-url-1 = {http://dx.doi.org/10.1016/j.procs.2012.04.214}
}

@incollection{BirZhiBalStu2010,
  author = {Birattari, Mauro and Yuan, Zhi and Balaprakash, Prasanna and St{\"u}tzle, Thomas},
  booktitle = {Experimental Methods for the Analysis of Optimization Algorithms},
  date-added = {2014-12-13 16:27:41 -0600},
  date-modified = {2015-09-23 04:32:32 +0000},
  doi = {10.1007/978-3-642-02538-9_13},
  editor = {Bartz-Beielstein, Thomas and Chiarandini, Marco and Paquete, Lu{\'\i}s and Preuss, Mike},
  pages = {311--336},
  publisher = {Springer Berlin Heidelberg},
  title = {{F-Race and Iterated F-Race: An Overview}},
  year = {2010},
  bdsk-url-1 = {http://dx.doi.org/10.1007/978-3-642-02538-9_13}
}

@article{BalBirStuDor2010b,
  author = {Prasanna Balaprakash and Mauro Birattari and Thomas St{\"u}tzle and Marco Dorigo},
  date-added = {2014-12-13 16:25:00 -0600},
  date-modified = {2015-09-23 04:34:17 +0000},
  doi = {10.1016/j.cor.2009.12.005},
  journal = {Computers \& Operations Research},
  number = {11},
  pages = {1939--1951},
  title = {Estimation-based metaheuristics for the probabilistic traveling salesman problem},
  volume = {37},
  year = {2010},
  bdsk-url-1 = {http://www.sciencedirect.com/science/article/pii/S030505480900330X},
  bdsk-url-2 = {http://dx.doi.org/10.1016/j.cor.2009.12.005}
}

@inproceedings{Bal2010a,
  acmid = {1811157},
  address = {New York, NY, USA},
  author = {Balaprakash, Prasanna},
  booktitle = {SIGEVOlution Newsletter},
  date-added = {2014-12-13 16:22:29 -0600},
  date-modified = {2015-09-23 04:34:47 +0000},
  doi = {10.1145/1811155.1811157},
  number = {1},
  numpages = {2},
  pages = {18--19},
  publisher = {ACM},
  title = {Estimation-based metaheuristics for stochastic combinatorial optimization: {C}ase studies in stochastic routing problems},
  volume = {5},
  year = {2010},
  bdsk-url-1 = {http://doi.acm.org/10.1145/1811155.1811157},
  bdsk-url-2 = {http://dx.doi.org/10.1145/1811155.1811157}
}

@article{BalBirStuDor2009,
  author = {Prasanna Balaprakash and Mauro Birattari and Thomas St{\"u}tzle and Marco Dorigo},
  date-added = {2014-12-13 16:15:51 -0600},
  date-modified = {2015-09-23 04:37:23 +0000},
  doi = {10.1016/j.ejor.2008.11.027},
  issn = {0377-2217},
  journal = {European Journal of Operational Research},
  number = {1},
  pages = {98 - 110},
  title = {Adaptive sample size and importance sampling in estimation-based local search for the probabilistic traveling salesman problem},
  volume = {199},
  year = {2009},
  bdsk-url-1 = {http://www.sciencedirect.com/science/article/pii/S0377221708009776},
  bdsk-url-2 = {http://dx.doi.org/10.1016/j.ejor.2008.11.027}
}

@article{BalBirStuZhiDor2009,
  author = {Balaprakash, Prasanna and Birattari, Mauro and St{\"u}tzle, Thomas and Yuan, Zhi and Dorigo, Marco},
  date-added = {2014-12-13 16:14:10 -0600},
  date-modified = {2015-09-23 04:37:41 +0000},
  doi = {10.1007/s11721-009-0031-y},
  issn = {1935-3812},
  journal = {Swarm Intelligence},
  language = {English},
  number = {3},
  pages = {223--242},
  publisher = {Springer US},
  title = {Estimation-based ant colony optimization and local search for the probabilistic traveling salesman problem},
  volume = {3},
  year = {2009},
  bdsk-url-1 = {http://dx.doi.org/10.1007/s11721-009-0031-y}
}

@article{BirBalStuDor2008d,
  author = {Birattari, Mauro and Balaprakash, Prasanna and St{\"u}tzle, Thomas and Dorigo, Marco},
  date-added = {2014-12-13 16:06:38 -0600},
  date-modified = {2015-09-23 04:38:05 +0000},
  doi = {10.1287/ijoc.1080.0276},
  journal = {INFORMS Journal on Computing},
  number = {4},
  pages = {644-658},
  title = {Estimation-based local search for stochastic combinatorial optimization using delta evaluations: {A} case study on the probabilistic traveling salesman problem},
  volume = {20},
  year = {2008},
  bdsk-url-1 = {http://pubsonline.informs.org/doi/abs/10.1287/ijoc.1080.0276},
  bdsk-url-2 = {http://dx.doi.org/10.1287/ijoc.1080.0276}
}

@incollection{BalBirStu2008c,
  author = {Balaprakash, Prasanna and Birattari, Mauro and St{\"u}tzle, Thomas},
  booktitle = {Recent Advances in Evolutionary Computation for Combinatorial Optimization},
  date-added = {2014-12-13 16:03:53 -0600},
  date-modified = {2015-09-23 04:38:27 +0000},
  doi = {10.1007/978-3-540-70807-0_4},
  editor = {Cotta, Carlos and van Hemert, Jano},
  isbn = {978-3-540-70806-3},
  language = {English},
  pages = {53-66},
  publisher = {Springer Berlin Heidelberg},
  series = {Studies in Computational Intelligence},
  title = {Engineering stochastic local search algorithms: {A} case study in estimation-based local search for the probabilistic travelling salesman problem},
  volume = {153},
  year = {2008},
  bdsk-url-1 = {http://dx.doi.org/10.1007/978-3-540-70807-0_4}
}

@inproceedings{ZhiFugHomBalStuSch2008,
  author = {Yuan, Zhi and F{\"u}genschuh, Armin and Homfeld, Henning and Balaprakash, Prasanna and St{\"u}tzle, Thomas and Schoch, Michael},
  booktitle = {Hybrid Metaheuristics},
  date-added = {2014-12-13 15:55:30 -0600},
  date-modified = {2015-09-23 04:39:18 +0000},
  doi = {10.1007/978-3-540-88439-2_8},
  editor = {Blesa, Mar{\'\i}a J. and Blum, Christian and Cotta, Carlos and Fern{\'a}ndez, AntonioJ. and Gallardo, Jos{\'e}E. and Roli, Andrea and Sampels, Michael},
  isbn = {978-3-540-88438-5},
  language = {English},
  pages = {102--116},
  publisher = {Springer Berlin Heidelberg},
  series = {Lecture Notes in Computer Science},
  title = {Iterated greedy algorithms for a real-world cyclic train scheduling problem},
  volume = {5296},
  year = {2008},
  bdsk-url-1 = {http://dx.doi.org/10.1007/978-3-540-88439-2_8}
}

@inproceedings{BalBirStu2007,
  author = {Balaprakash, Prasanna and Birattari, Mauro and St{\"u}tzle, Thomas},
  booktitle = {Hybrid Metaheuristics},
  date-added = {2014-12-13 15:52:20 -0600},
  date-modified = {2015-09-23 04:40:07 +0000},
  doi = {10.1007/978-3-540-75514-2_9},
  editor = {Bartz-Beielstein, Thomas and Blesa Aguilera, Mar{\'\i}aJos{\'e} and Blum, Christian and Naujoks, Boris and Roli, Andrea and Rudolph, G{\"u}nter and Sampels, Michael},
  isbn = {978-3-540-75513-5},
  language = {English},
  pages = {108-122},
  publisher = {Springer Berlin Heidelberg},
  series = {Lecture Notes in Computer Science},
  title = {Improvement strategies for the {F-Race} algorithm: {S}ampling design and iterative refinement},
  volume = {4771},
  year = {2007},
  bdsk-url-1 = {http://dx.doi.org/10.1007/978-3-540-75514-2_9}
}

@incollection{BirBalDor2007,
  author = {Birattari, Mauro and Balaprakash, Prasanna and Dorigo, Marco},
  booktitle = {Metaheuristics - Progress in Complex Systems Optimization},
  date-added = {2014-12-13 15:47:37 -0600},
  date-modified = {2015-09-23 04:40:40 +0000},
  doi = {10.1007/978-0-387-71921-4_10},
  editor = {Doerner, Karl F. and Gendreau, Michel and Greistorfer, Peter and Gutjahr, Walter and Hartl, Richard F. and Reimann, Marc},
  pages = {189--203},
  publisher = {Springer US},
  series = {Operations Research/Computer Science Interfaces Series},
  title = {The {ACO/F-Race} algorithm for combinatorial optimization under uncertainty},
  volume = {39},
  year = {2007},
  bdsk-url-1 = {http://dx.doi.org/10.1007/978-0-387-71921-4_10}
}

@inproceedings{BalBirStuDor2006,
  author = {Balaprakash, Prasanna and Birattari, Mauro and St{\"u}tzle, Thomas and Dorigo, Marco},
  booktitle = {Ant Colony Optimization and Swarm Intelligence},
  date-added = {2014-12-13 15:33:03 -0600},
  date-modified = {2015-09-23 15:18:49 +0000},
  doi = {10.1007/11839088_14},
  editor = {Dorigo, Marco and Gambardella, LucaMaria and Birattari, Mauro and Martinoli, Alcherio and Poli, Riccardo and St{\"u}tzle, Thomas},
  isbn = {978-3-540-38482-3},
  language = {English},
  pages = {156--166},
  publisher = {Springer Berlin Heidelberg},
  series = {Lecture Notes in Computer Science},
  title = {Incremental local search in ant colony optimization: {W}hy it fails for the quadratic assignment problem},
  volume = {4150},
  year = {2006},
  bdsk-url-1 = {http://dx.doi.org/10.1007/11839088_14}
}

@article{PraBalReg2005,
  author = {D.G. Leo Prakash and P. Balaprakash and D. Regener},
  date-added = {2014-12-13 15:26:49 -0600},
  date-modified = {2015-09-23 04:41:33 +0000},
  doi = {10.1016/j.commatsci.2004.09.017},
  issn = {0927-0256},
  journal = {Computational Materials Science},
  number = {3--4},
  pages = {480---488},
  title = {Computational microstructure analyzing technique for quantitative characterization of shrinkage and gas pores in pressure die cast AZ91 magnesium alloys},
  volume = {32},
  year = {2005},
  bdsk-url-1 = {http://www.sciencedirect.com/science/article/pii/S0927025604002290},
  bdsk-url-2 = {http://dx.doi.org/10.1016/j.commatsci.2004.09.017}
}

@inproceedings{BirBalDor2005,
  author = {M. Birattari and P. Balaprakash and M. Dorigo},
  booktitle = {MIC 2005: The 6th Metaheuristics International Conference},
  date-modified = {2015-09-23 04:44:58 +0000},
  pages = {107--112},
  publisher = {Vienna, Austria: University of Vienna, Department of Business Administration},
  title = {{ACO/F-Race}: Ant colony optimization and racing techniques for combinatorial optimization under uncertainty},
  url = {http://iridia.ulb.ac.be/mbiro/paperi/BirBalDor2005mic.pdf},
  year = {2005}
}

@mastersthesis{Bal2005,
  author = {P. Balaprakash},
  date-modified = {2015-09-23 04:43:55 +0000},
  school = {Universit\'e Libre de Bruxelles, Brussels, Belgium},
  title = {Ant colony optimization under uncertainty},
  url = {http://iridia.ulb.ac.be/IridiaTrSeries/rev/IridiaTr2005-028r001.pdf},
  year = {2005}
}

@inproceedings{BalBirStuDor2007c,
  author = {Balaprakash, Prasanna and Birattari, Mauro and St{\"u}tzle, Thomas and Dorigo, Marco},
  booktitle = {LION 2007 II: Learning and Intelligent Optimization.},
  date-modified = {2014-12-13 21:07:08 -0600},
  editor = {V. Maniezzo and R. Battiti and J.-P. Watson},
  note = {{Extended Abstract}},
  pages = {8--12},
  title = {An experimental study of estimation-based metaheuristics for the probabilistic traveling salesman problem},
  year = {2007}
}

@inproceedings{BalBirStuDor2007b,
  author = {Balaprakash, Prasanna and Birattari, Mauro and St{\"u}tzle, Thomas and Dorigo, Marco},
  booktitle = {SLS-DS 2007: Doctoral Symposium on Engineering Stochastic Local Search Algorithms},
  date-modified = {2014-12-14 17:13:36 -0600},
  editor = {E. Ridge and T. St{\"u}tzle and M. Birattari and H. H. Hoos},
  note = {Nominated for the best paper award},
  pages = {16--20},
  title = {Sampling strategies and local search for stochastic combinatorial optimization},
  year = {2007}
}

@inproceedings{BirBalStuDor2007a,
  author = {Birattari, Mauro and Balaprakash, Prasanna and St{\"u}tzle, Thomas and Dorigo, Marco},
  booktitle = {Proceedings of MIC 2007},
  date-modified = {2014-12-14 01:22:32 -0600},
  editor = {M. Gendreau and T. G. Crainic and L.-M. Rousseau and P. Soriano},
  pages = {141},
  title = {Estimation-based local search for the probabilistic traveling salesman problem},
  year = {2007}
}

@inproceedings{BirZhiBalStu2009,
  author = {Birattari, Mauro and Yuan, Zhi and Balaprakash, Prasanna and St{\"u}tzle, Thomas},
  booktitle = {MIC 2009: The 8th Metaheuristics International Conference},
  date-modified = {2014-12-13 20:13:33 -0600},
  editor = {S. Voss and M. Caserta},
  pages = {10 pages},
  title = {Automated algorithm tuning using {F-Races}: {R}ecent developments},
  volume = {proceedings on CD-ROM},
  year = {2009}
}

@mastersthesis{Bal2004,
  author = {P. Balaprakash},
  date-modified = {2015-09-23 04:42:58 +0000},
  school = {Otto-von-Guericke-Universit{\"a}t Magdeburg},
  title = {Pre-processing of Stochastic {P}etri Nets and an improved Storage Strategy for Proxel Based Simulation},
  url = {http://wwwisg.cs.ovgu.de/sim/files/theses/Prasanna.Balaprakash-MasterThesis.pdf},
  year = {2004}
}

@inproceedings{BalBirStuDor2010a,
  author = {Balaprakash, Prasanna and Birattari, Mauro and Stutzle, Thomas and Dorigo, Marco},
  booktitle = {Proceedings of ORBEL 24, 24th Annual Conference of the Belgian Operations Research Society},
  date-modified = {2014-12-13 21:05:37 -0600},
  note = {{Extended Abstract}},
  pages = {136--137},
  title = {Effective estimation-based stochastic local search algorithms for stochastic routing problems},
  year = {2010}
}

@inproceedings{BalBirStuDor2008b,
  author = {P. Balaprakash and M. Birattari and T. St{\"u}tzle and M. Dorigo},
  booktitle = {Metaheuristics 2008, Second International Workshop on Model Based Metaheuristics},
  date-modified = {2014-12-13 21:09:15 -0600},
  editor = {P. Hansen and S. Voss},
  note = {{Extended Abstract}},
  title = {Applications of estimation-based {SLS} algorithms to the stochastic routing problems},
  year = {2008}
}

@inproceedings{BalBirStuDor2008a,
  author = {Balaprakash, Prasanna and Birattari, Mauro and Stutzle, Thomas and Dorigo, Marco},
  booktitle = {International Conference on Metaheuristics and Nature Inspired Computing, META'08},
  date-modified = {2014-12-14 17:29:35 -0600},
  editor = {E.-G. Talbi and K. Mellouli},
  note = {{Extended Abstract}},
  title = {Estimation-based stochastic local search algorithms for the stochastic routing problems},
  year = {2008}
}

@inproceedings{TolBal2008,
  author = {Di Tollo, G and Balaprakash, Prasanna},
  booktitle = {Second International Workshop on Computational and Financial Econometrics, CFE'08},
  date-modified = {2014-12-13 21:12:10 -0600},
  editor = {A. Amendola and D.A. Belsley and E.J. Kontoghiorghes and M. Paolella},
  note = {{Abstract}},
  title = {Index tracking by estimation-based local search},
  year = {2008}
}

@inproceedings{BalGraWil2013,
  author = {Balaprakash, Prasanna and Gramacy, Robert B and Wild, Stefan M},
  booktitle = {2013 IEEE International Conference on Cluster Computing (CLUSTER)},
  date-modified = {2015-09-23 04:28:19 +0000},
  doi = {10.1109/CLUSTER.2013.6702683},
  organization = {IEEE},
  pages = {1--8},
  title = {Active-learning-based surrogate models for empirical performance tuning},
  year = {2013}
}

@inproceedings{BalRupMamGraHovWil2013,
  author = {Balaprakash, Prasanna and Rupp, Karl and Mametjanov, Azamat and Gramacy, Robert B and Hovland, Paul D and Wild, Stefan M},
  booktitle = {International Conference on Parallel Computing - ParCo2013},
  date-modified = {2015-09-23 04:30:17 +0000},
  doi = {10.3233/978-1-61499-381-0-646},
  pages = {646--655},
  series = {Advances in Parallel Computing},
  title = {Empirical performance modeling of {GPU} kernels using active learning},
  year = {2013}
}

@inproceedings{BalAleMicLeyJacCra2014,
  author = {Balaprakash, Prasanna and Alexeev, Yuri and Mickelson, Sheri and Leyffer, Sven and Jacob, Robert and Craig, Anthony},
  booktitle = {11th International Meeting on High-Performance Computing for Computational Science (VECPAR 2014)},
  date-modified = {2015-05-18 16:45:34 +0000},
  title = {Machine-learning-based load balancing for community ice code component in {CESM}},
  year = {2014}
}

@techreport{ZhaBalMenMorParKum2014,
  author = {Y. Zhang and P. Balaprakash and J. Meng and V. Morozov and S. Parker and K. Kumaran},
  date-modified = {2015-09-23 04:15:18 +0000},
  institution = {Argonne National Laboratory},
  number = {ANL/ALCF/TM-14/2},
  title = {Raexplore: {E}nabling rapid, automated architecture exploration for full applications},
  url = {http://www.ipd.anl.gov/anlpubs/2014/12/110907.pdf},
  year = {2014}
}