################################################################################
## Publications

####################
# 2017

@article{dakka-nips17,
author = {Jumana Dakka and Pouya Bashivan and Mina Gheiratmand and Irina Rish and Shantenu Jha, and Russell Greiner}, 
title = {Learning Neural Markers of Schizophrenia Disorder Using Recurrent Neural Networks},
journal = {31st Conference on Neural Information Processing Systems (NIPS 2017), Long Beach, California, US},
note = {\url{https://arxiv.org/abs/1712.00512}}
}


@article{line-sc17,
  author = {Line Pouchard and Sterling Baldwin and Todd Elsethaggen and Carlos Gamboa and Shantenu Jha and Bibi Raju and Eric Stephan and Li Tang and Kerstin Kleese Van Dam},
  title = {Computational reproducibility for scientific workflows in large-scale environments},
  journal = {Proceedings of Computational Reproducibility at Exascale 2017 (in press)Special Issue of IJHPCA, Workshop at ACM/IEEE SC'17 (CRE2017)},
  year = 2017
}

@article{turilli2017comprehensive,
  author = {Matteo Turilli and Mark Santcroos and Shantenu Jha},
  title = {A Comprehensive Perspective on Pilot-Jobs},
  journal = {{ACM Computing Surveys} (accepted, in press), arXiv preprint {arXiv}:1508.04180v3},
  year = 2017
}

@inproceedings{htchpc2017converging,
  author={D. Oleynik and S. Panitkin and M. Turilli and A. Angius and S. Oral and K. De and A. Klimentov and J. C. Wells and S. Jha}, 
  booktitle={2017 IEEE 13th International Conference on e-Science (e-Science)}, 
  title={High-Throughput Computing on High-Performance Platforms: A Case Study}, 
  year={2017}, 
  volume={}, 
  number={}, 
  pages={295-304}, 
  doi={10.1109/eScience.2017.43}, 
  ISSN={}, 
  month={Oct},
}


@inproceedings{turilli2016analysis,
  author={M. Turilli and Y. N. Babuji and A. Merzky and M. T. Ha and M. Wilde and D. S. Katz and S. Jha}, 
  booktitle={2017 IEEE 13th International Conference on e-Science (e-Science)}, 
  title={Evaluating Distributed Execution of Workloads}, 
  year={2017}, 
  volume={}, 
  number={}, 
  pages={276-285}, 
  doi={10.1109/eScience.2017.41}, 
  ISSN={}, 
  month={Oct},
  OPTnote={\url{https://arxiv.org/pdf/1605.09513.pdf}}
}


@inproceedings{dakka2017htbac,
  title = {High-throughput Binding Affinity Calculations at Extreme Scales},
  author = {Jumana Dakka and et al},
  journal = {accepted Computational Approaches for Cancer Workshop, 2017},
  year = {2017},
  url  = {http://arxiv.org/abs/1712.09168},
  note = {\url{http://www.scworkshops.net/cancer2017/}}
}

@inproceedings{mahzad2017scipy,
  title = {Parallel Analysis in MDAnalysis using the Dask Parallel Computing Library},
  author = {Mahzad Khoshlessan and Ioannis Paraskevakos and Shantenu Jha and Oliver Beckstein},
  journal = {Proceedings of the 15th Python in Science Conference. (SCIPY 2017)},
  doi = {10.25080/shinma-7f4c6e7-00a},
  year = {2017},
}

@inproceedings{line2017cre,
  title = {Computational reproducibility for scientific workflows in large-scale environments},
  author = {Line Pouchard and et al},
  journal = {Proceedings of Computational Reproducibility at Exascale 2017 (CRE2017)},
  year = {2017},
  OPTnote = {\url{http://www.scworkshops.net/cancer2017/}}
}

@inproceedings{jay2017open,
  title = {Toward Common Components for Open Workflow Systems},
  author = {Jay Jay Billings and Shantenu Jha},
  journal = {Proceedings of Open Source SuperComputing, Workshop at SC'17},
  year = {2017},
  note = {\url{https://arxiv.org/abs/1710.06774}}
  OPTnote = {\url{http://www.scworkshops.net/cancer2017/}}
}

####################
# 2016

@article {3dpas_intro,
author = {Jha, Shantenu and Katz, Daniel S. and Luckow, Andre and Chue Hong , Neil and Rana, Omer and Simmhan, Yogesh},
title = {Introducing distributed dynamic data-intensive (D3) science: Understanding applications and infrastructure},
journal = {Concurrency and Computation: Practice and Experience},
publisher = {John Wiley & Sons, Ltd},
issn = {1532-0634},
url = {http://dx.doi.org/10.1002/cpe.4032},
doi = {10.1002/cpe.4032},
pages = {e4032--n/a},
keywords = {dynamic, distributed, data intensive, scientific applications},
year = {2017},
note = {e4032 cpe.4032},
}


@article{Zhang2016,
  doi = {10.21105/joss.00017},
  url = {https://doi.org/10.21105/joss.00017},
  year  = {2016},
  month = {May},
  publisher = {The Open Journal},
  volume = {1},
  number = {1},
  author = {Zhao Zhang and Daniel S. Katz and Andre Merzky and Matteo Turilli and Shantenu Jha and Yadu Nand},
  title = {Application Skeleton: Generating Synthetic Applications for Infrastructure Research},
  journal = {The Journal of Open Source Software}
}

@article{ccpe-2016-error,
author = {Jason Maassen et al },
title = {On the Complexities of Utilizing Large-Scale Lightpath-Connected Distributed Cyberinfrastructure},
journal = {Concurrency and Computation: Practice and Experience},
issn = {in press},
opturl = {http://dx.doi.org/10.1002/cpe.3013},
optdoi = {10.1002/cpe.3013},
optpages = {n/a--n/a},
optkeywords = {next-generation sequencing data analytics, science gateway, BFAST, mapping, ChIP-Seq, human genome, Burkerholderia glumae, mouse genome, runtime environment, distributed computing, simple API for grid applications (SAGA), pilot-job abstraction},
year = {2016},
}

@Article{panda2016,
author="De, K.
and Jha, S.
and Klimentov, A.
and Maeno, T.
and Mashinistov, R.
and Nilsson, P.
and Novikov, A.
and Oleynik, D.
and Panitkin, S.
and Poyda, A.
and Read, K. F.
and Ryabinkin, E.
and Teslyuk, A.
and Velikhov, V.
and Wells, J. C.
and Wenaus, T.",
title="Integration of Panda Workload Management System with supercomputers",
journal="Physics of Particles and Nuclei Letters",
year="2016",
volume="13",
number="5",
pages="647--653",
issn="1531-8567",
doi="10.1134/S1547477116050150",
url="http://dx.doi.org/10.1134/S1547477116050150"
}

@inproceedings{extasy,
author={V. Balasubramanian and I. Bethune and A. Shkurti and E. Breitmoser and E. Hruska and C. Clementi and C. Laughton and S. Jha}, 
booktitle={2016 IEEE 12th International Conference on e-Science (e-Science)}, 
title={ExTASY: Scalable and flexible coupling of MD simulations and advanced sampling techniques}, 
year={2016}, 
volume={}, 
number={}, 
pages={361-370}, 
doi={10.1109/eScience.2016.7870921}, 
ISSN={}, 
month={Oct},
OPTnote = {\url{https://arxiv.org/abs/1606.00093}},
}

@inproceedings{entk,
author = {V. Balasubramanian and A. Treikalis and O. Weidner and S. Jha},
booktitle = {2016 45th International Conference on Parallel Processing (ICPP)},
title = {Ensemble Toolkit: Scalable and Flexible Execution of Ensembles of Tasks},
year = {2016},
volume = {00},
number = {},
pages = {458-463},
doi = {10.1109/ICPP.2016.59},
url = {doi.ieeecomputersociety.org/10.1109/ICPP.2016.59},
ISSN = {2332-5690},
month={Aug.},
OPTnote = {\url{http://arxiv.org/abs/1602.00678}}
}

@inproceedings{repex2016, 
author={A. Treikalis and A. Merzky and H. Chen and T. S. Lee and D. M. York and S. Jha}, 
booktitle={2016 45th International Conference on Parallel Processing (ICPP)}, 
title={RepEx: A Flexible Framework for Scalable Replica Exchange Molecular Dynamics Simulations}, 
year={2016}, 
volume={}, 
number={}, 
pages={628-637}, 
doi={10.1109/ICPP.2016.78}, 
ISSN={}, 
month={Aug},
OPTnote= {\url{ http://arxiv.org/abs/1601.05439}},
}

@inproceedings{cug-2016,
    title={Executing dynamic heterogeneous workloads on Blue Waters with RADICAL-Pilot},
    author={Santcroos, Mark and Castain, Ralph and Merzky, Andre and
    Bethune, Iain and Jha, Shantenu},
    booktitle={Cray User Group 2016 (London)},
    note = {\url{http://www2.epcc.ed.ac.uk/~ibethune/files/RP-ORTE-CUG2016.pdf}
            \url{https://www.youtube.com/watch?v=U3ZZTuGr0pE}},
    year={2016}
    
}

@inproceedings{ipdps-2016,
  author      = {Matteo Turilli and Feng (Francis) Liu and Zhao Zhang and Andre
                  Merzky and Michael Wilde and Jon Weissman and Daniel S. Katz
                  and Shantenu Jha},
  title       = {Integrating Abstractions to Enhance the Execution of
                  Distributed Applications},
  booktitle   = {Proceedings of 30th IEEE International  Parallel and Distributed Processing Symposium (IPDPS)},
  location    = {Chicago, USA},
  note         = {\url{http://arxiv.org/abs/1504.04720}},
  year = {2016},
  pages={953-962}, 
  doi={10.1109/IPDPS.2016.64}, 
  ISSN={1530-2075}, 
  month={May},
}

@inproceedings{hadoop-on-hpc,
author = {Andre Luckow and Ioannis Paraskevakos and George Chantzialexiou and
Shantenu Jha},
title = {Hadoop on HPC: Integrating Hadoop and Pilot-Based Dynamic Resource
Management},
journal = {2016 IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW)},
volume = {00},
number = {undefined},
issn = {},
year = {2016},
pages = {1607-1616},
doi = {doi.ieeecomputersociety.org/10.1109/IPDPSW.2016.166},
publisher = {IEEE Computer Society},
address = {Los Alamitos, CA, USA},
}

@inproceedings{merzky2015synapse,
  author    = {Andr{\'{e}} Merzky and
               Shantenu Jha},
  title     = {Synapse: Synthetic Application Profiler and Emulator},
  booktitle = {2016 {IEEE} International Parallel and Distributed Processing Symposium
               Workshops, {IPDPS} Workshops 2016, Chicago, IL, USA, May 23-27, 2016},
  pages     = {1259--1268},
  year      = {2016},
  OPTcrossref  = {DBLP:conf/ipps/2016w},
  url       = {http://dx.doi.org/10.1109/IPDPSW.2016.168},
  doi       = {10.1109/IPDPSW.2016.168},
  timestamp = {Fri, 05 Aug 2016 15:08:45 +0200},
  biburl    = {http://dblp.uni-trier.de/rec/bib/conf/ipps/MerzkyJ16},
  bibsource = {dblp computer science bibliography, http://dblp.org}
}

@inproceedings{panda-acat16, 
  author = {A. Klimentov and K. De and S. Jha and T. Maeno and R. Mashinistov and P. Nilsson and  A. Novikov and D. Oleynik and S. Panitkin and A.Poyda and K.F.Read and E. Ryabinkin and A. Teslyuk and J.C. Wells and T. Wenaus},
  title = {Integration Of PanDA Workload Management System with Supercomputers
         for ATLAS and Data-Intensive Sciences},
  booktitle = {Journal of Physics: Conference Series, Volume 762 (2016), 012021, 17th International Workshop on Advanced Computing and Analysis Techniques in Physics Research (ACAT 2016, Valparaiso, Chile, 20160118, 20160122)},
  doi = {\url{http://dx.doi.org/10.1088/1742-6596/762/1/012021}},
  year = {2016},
  url = {\url{http://iopscience.iop.org/article/10.1088/1742-6596/762/1/012021/pdf}},
  } 


####################
# 2015


@article{skeleton-synapse15,
title = "Application skeletons: Construction and use in e{S}cience ",
journal = "Future Generation Computer Systems",
volume = "",
number = "",
OPTpages = " - ",
year = "2015",
note = "\url{http://dx.doi.org/10.1016/j.future.2015.10.001}",
issn = "0167-739X",
doi = "http://dx.doi.org/10.1016/j.future.2015.10.001",
url = "http://www.sciencedirect.com/science/article/pii/S0167739X15003143",
author = "Daniel S. Katz and Andre Merzky and Zhao Zhang and Shantenu Jha",
keywords = "Computational science",
keywords = "Data science",
keywords = "Application modeling",
keywords = "System modeling",
keywords = "Performance modeling",
keywords = "Parallel and distributed systems ",
}

@article{saga-x,
 author = {Andre Merzky and Ole Weidner and Shantenu Jha},
 title = {{SAGA}: A Standardized Access Layer to Heterogeneous Distributed
                  Computing Infrastructure},
 journal = {Software-X},
 year = 2015,
 doi = {10.1016/j.softx.2015.03.001},
 url = {http://dx.doi.org/10.1016/j.softx.2015.03.001},
 note = {DOI: 10.1016/j.softx.2015.03.001},
}

@article{ct500776j,
author = {Brian K. Radak and Melissa Romanus and Tai-Sung Lee and Haoyuan Chen and Ming Huang and Antons Treikalis and Vivekanandan Balasubramanian and Shantenu Jha and Darrin M. York},
title = {Characterization of the Three-Dimensional Free Energy Manifold for the
    {Uracil Ribonucleoside} from Asynchronous Replica Exchange Simulations},
journal = {Journal of Chemical Theory and Computation},
volume = {11},
number = {2},
pages = {373-377},
year = {2015},
doi = {10.1021/ct500776j},
URL = {http://dx.doi.org/10.1021/ct500776j},
eprint = {http://dx.doi.org/10.1021/ct500776j},
note = {\url{http://dx.doi.org/10.1021/ct500776j}},
}

@article{titan-panda,
  author={A Klimentov and P Buncic and K De and S Jha and T Maeno and R Mount
                  and P Nilsson and D Oleynik and S Panitkin and A Petrosyan and
                  R J Porter and K F Read and A Vaniachine and J C Wells and T
                  Wenaus},
  title={Next Generation Workload Management System For Big Data on Heterogeneous Distributed Computing},
  journal={Journal of Physics: Conference Series},
  volume={608},
  number={1},
  pages={012040},
  url={http://stacks.iop.org/1742-6596/608/i=1/a=012040},
  year={2015},
}


####################
# 2014

@article{drmaaocci-jogc-2014,
  journal      = {{Journal of Grid Computing}},
  month        = {{March}},
  year         = 2014,
  volume       = 12, 
  number       = 1,
  pages        = {111-125},
  title        = {{Towards Standardized Job Submission and Control in
                 Infrastructure Clouds}},
  author       = {Peter Tröger and Andre Merzky},
  note         = {\url{http://link.springer.com/article/10.1007%2Fs10723-013-9275-2}} 
}


@article{pilot-data-jpdc-2014, 
  author       = {Andre Luckow and Mark Santcroos and Ashley Zebrowski and 
                  Shantenu Jha},
  title        = {{Pilot-Data: An Abstraction for Distributed Data}},
  journal      = {Journal Parallel and Distributed Computing},
  month        = {October},
  year         = 2014,
  doi         = {10.1016/j.jpdc.2014.09.009},
  note         = {\url{http://dx.doi.org/10.1016/j.jpdc.2014.09.009}},
  OPTnote      = {\url{http://arxiv.org/abs/1301.6228}},
}

@article{ethread-biomed-2014,
    author     = {Anjani Ragothaman and Sairam Chowdary Boddu and Nayong Kim and 
                  Wei Feinstein and Michal Brylinski and Shantenu Jha and 
                  Joohyun Kim},
    title      = {{Developing eThread Pipeline Using SAGA- Pilot Abstraction for
                   Large-Scale Structural Bioinformatics}},
    journal    = {BioMed Research International},
    volume     = {2014},
    year       = 2014,
    doi        = {10.1155/2014/348725},
    }

@article{nanopore-jcc-2014,
    author     = {Hugh S. C. Martin and Shantenu Jha and Peter V.Coveney},
    title      = {{Comparative analysis of nucleotide translocation through 
                   protein nanopores using steered molecular dynamics and an 
                   adaptive biasing force}},
    journal    = {Computational Chemistry},
    volume     = {35},
    number     = {9},
    pages      = {692-702},
    month      = {April},
    year       = 2014,
    doi        = {10.1002/jcc.23525},
    note       = {\url{http://onlinelibrary.wiley.com/doi/10.1002/jcc.23572/abstract}}
    }

@article{bfe-jctc-2014,
    author     = {David W. Wright and Benjamin A. Hall 
                   and Owain A. Kenway and Shantenu Jha 
                   and Peter V. Coveney},
    title      = {{Computing Clinically Relevant Binding Free Energies 
                    of HIV-1 Protease Inhibitors}},
    journal    = {Chemical Theory and Computation},
    volume     = {10},
    number     = {3},
    pages      = {1228-1241},
    year       = 2014,
    doi        = {10.1021/ct4007037},
    }

@article{cfd-multiscale-2014,
    author     = {Soon-Heum Ko and Nayong Kim and Shantenu Jha 
                  and Dimitris E. Nikitopoulos and Dorel Moldovan},
    title      = {{Numerical Experiments of Solving Moderate-velocity Flow 
                   Field Using a Hybrid Computational Fluid Dynamics Molecular 
                   Dynamics Approach}},
    journal    = {Mechanical Science and Technology},
    volume     = {1},
    number     = {28},
    pages      = {245-253},
    year       = 2014,
    doi        = {10.1007/s12206-013-0962-5},
    }

@inproceedings{tale-of-two-ieee-2014,
  author      = {Shantenu Jha and Judy Qiu and Andre Luckow and Pradeep Mantha
                 and Geoffrey C.Fox},
  title       = {{A Tale of Two Data-Intensive Paradigms: Applications, 
                  Abstractions, and Architectures}},
  booktitle   = {Big Data (BigData Congress), 2014 IEEE International Congress on},
  series      = {},
  isbn        = {978-1-4799-5056-0},
  year        = {2014},
  location    = {Anchorage, Alaska, USA},
  pages       = {645 - 652},
  numpages    = {7},
  doi         = {10.1109/BigData.Congress.2014.137},
  url         = {http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=6906840},
  OPTnote        = {\url{https://raw.github.com/saga-project/radical.wp/master/publications/pdf/tale-of-two-ieee-2014.pdf}},
}

###################
# 2013
@inproceedings{2013-xsede-cdi,
  author      = {Brian K. Radak and Melissa Romanus and Emilio Gallicchio
                 and Tai-Sung Lee and Ole Weidner and Nan-Jie Deng and
                 Peng He and Wei Dai and Darrin M. York and Ronald M. Levy
                 and Shantenu Jha},
  title       = {{A Framework for Flexible and Scalable Replica-Exchange on 
                 Production Distributed CI}},
  booktitle   = {Proceedings of the Conference on Extreme Science and 
                 Engineering Discovery Environment: Gateway to Discovery},
  series      = {XSEDE '13},
  isbn        = {978-1-4503-2170-9},
  year        = {2013},
  location    = {San Diego, California, USA},
  pages       = {26:1--26:8},
  articleno   = {26},
  numpages    = {8},
  doi         = {10.1145/2484762.2484830},
  acmid       = {2484830},
  url         = {https://raw.github.com/saga-project/radical.wp/master/publications/pdf/2013-cdi-xsede.pdf},
  note        = {\url{https://raw.github.com/saga-project/radical.wp/master/publications/pdf/2013-cdi-xsede.pdf}},
}


@inproceedings{2013-xsede-hthpc,
  author      = {Jack Smith and Melissa Romanus and James Solow and Pradeep
                 Kumar Mantha and Yaakoub El Khamra and Thomas C. Bishop and
                 Shantenu Jha},
  title       = {{Scalable Online Comparative Genomics of Mononucleosomes: A BigJob}},
  isbn        = {978-1-4503-2170-9},
  booktitle   = {Proceedings of the Conference on Extreme Science and
                 Engineering Discovery Environment: Gateway to Discovery},
  series      = {XSEDE '13},
  year        = {2013},
  location    = {San Diego, California, USA},
  pages       = {23:1--23:8},
  articleno   = {23},
  numpages    = {8},
  doi         = {10.1145/2484762.2484819},
  acmid       = {2484819},
  note        = {\url{https://github.com/saga-project/radical.wp/raw/master/publications/pdf/2013-xsede-hthpc.pdf}},
}


@inproceedings{ccgrid13-pilotdata,
  author      = {Mark Santcroos and Barbera DC van Schaik and Shayan
                 Shahand and Silvia Delgado Olabarriaga and Andre
                 Luckow and Shantenu Jha},
  title       = {{Exploring Dynamic Enactment of Scientific Workflows
                 using Pilot-Abstractions}},
  booktitle   = {13th IEEE/ACM International Conference on Cluster,
                 Cloud and Grid Computing},
  year        = {2013},
  pages       = {311-318},
  publisher   = {IEEE Computer Society},
  address     = {Los Alamitos, CA, USA},
  location    = {Delft, Netherlands},
  doi         = {http://doi.ieeecomputersociety.org/10.1109/CCGrid.2013.17},
  isbn        = {978-1-4673-6465-2},
}


####################
# 2012

@article {dpa_surveypaper,
author = {Jha, Shantenu and Cole, Murray and Katz, Daniel S. and Parashar, Manish and Rana, Omer and Weissman, Jon},
title = {Distributed computing practice for large-scale science and engineering applications},
journal = {Concurrency and Computation: Practice and Experience},
note = "\url{http://dx.doi.org/10.1002/cpe.2897}",
volume = {25},
number = {11},
issn = {1532-0634},
XXurl = {http://dx.doi.org/10.1002/cpe.2897},
XXdoi = {10.1002/cpe.2897},
pages = {1559--1585},
year = {2013},
}

@article{jogc-2012-dare,
 author = {Maddineni, Sharath and Kim, Joohyun and El-Khamra, Yaakoub and Jha, Shantenu},
 title = {Distributed Application Runtime Environment (DARE): A Standards-based Middleware Framework for Science-Gateways},
 journal = {J. Grid Comput.},
 issue_date = {December  2012},
 volume = {10},
 number = {4},
 month = dec,
 year = {2012},
 issn = {1570-7873},
 pages = {647--664},
 numpages = {18},
 url = {http://dx.doi.org/10.1007/s10723-012-9244-1},
 doi = {10.1007/s10723-012-9244-1},
 acmid = {2424948},
 publisher = {Springer-Verlag New York, Inc.},
 address = {Secaucus, NJ, USA},
 keywords = {Clouds, DARE, EGI, Grids, Interoperability, Middleware, Pilot Jobs, SAGA, Science gateways, Standards, XSEDE},
} 

@article{ccpe-2012-ngs,
author = {Kim, Joohyun and Maddineni, Sharath and Jha, Shantenu},
title = {Advancing next-generation sequencing data analytics with scalable distributed infrastructure},
journal = {Concurrency and Computation: Practice and Experience},
issn = {, , },
url = {http://dx.doi.org/10.1002/cpe.3013},
doi = {10.1002/cpe.3013},
pages = {n/a--n/a},
keywords = {next-generation sequencing data analytics, science gateway, BFAST, mapping, ChIP-Seq, human genome, Burkerholderia glumae, mouse genome, runtime environment, distributed computing, simple API for grid applications (SAGA), pilot-job abstraction},
year = {2013},
}

@article{biochem-2012-jha,
  author      = {Benjamin A. Hall and David W. Wright and Shantenu Jha 
                 and Peter V. Coveney},
  title       = {{Quantized Water Access to the HIV-1 Protease Active Site as a 
                Proposed Mechanism for Cooperative Mutations in Drug Affinity}},
  journal     = {Biochemistry},
  volume      = {51},
  number      = {33},
  pages       = {6487-6489},
  year        = 2012,
  doi         = {10.1021/bi300432u},
}

@article{jmb-2012-jha,
  author      = {Wei Huang and Joohyun Kim and Shantenu Jha 
                 and Fareed Aboul-ela},
  title       = {{Conformational Heterogeneity of the SAM-I Riboswitch
                Transcriptional ON State: A Chaperone-Like Role for 
                S-Adenosyl Methionine}},
  journal     = {{Journal of Molecular Biology}},
  year        = 2012,
  volume      = {418},
  number      = {5},
  pages       = {331 - 349},
  issn        = {0022-2836},
  doi         = {10.1016/j.jmb.2012.02.019},
  note        = {\url{http://www.sciencedirect.com/science/article/pii/S0022283612001763}},
  keywords    = {RNA},
  keywords    = {riboswitch},
  keywords    = {secondary-structure prediction},
  keywords    = {dimmer switch},
  keywords    = {conformation ensemble},
}

@article{pstar12,
author = {Andre Luckow and Mark Santcroos and Andre Merzky and Ole Weidner and Pradeep Mantha and Shantenu Jha},
title = {P*: A model of pilot-abstractions},
journal ={IEEE 8th International Conference on e-Science},
isbn = {978-1-4673-4467-8},
year = {2012},
pages = {1-10},
doi = {http://doi.ieeecomputersociety.org/10.1109/eScience.2012.6404423},
note  = {\url{http://dx.doi.org/10.1109/eScience.2012.6404423}},
publisher = {IEEE Computer Society},
address = {Los Alamitos, CA, USA},
}


@article{pstar-network12,
  address     = {Los Alamitos, CA, USA},
  author      = {Mark Santcroos and Silvia Delgado Olabarriaga and Daniel S. Katz and Shantenu Jha},
  journal     = {2012 IEEE 8th International Conference on E-Science},
  pages       = {1-2},
  publisher   = {IEEE Computer Society},
  title       = {Pilot abstractions for compute, data, and network},
  volume      = {0},
  year        = {2012},
  doi         = {http://doi.ieeecomputersociety.org/10.1109/eScience.2012.6404459},
  isbn        = {978-1-4673-4467-8},
}


@inproceedings{pilot-mapreduce2012,
  author      = {Pradeep Kumar Mantha and Andre Luckow and Shantenu Jha},
  title       = {{Pilot-MapReduce: an extensible and flexible MapReduce 
                 implementation for distributed data}},
  booktitle   = {{Proceedings of third international workshop on MapReduce and
                 its Applications}},
  series      = {MapReduce '12},
  location    = {Delft, The Netherlands},
  year        = {2012},
  pages       = {17--24},
  numpages    = {8},
  publisher   = {ACM},
  address     = {New York, NY, USA},
  OPTnote     = {\url{http://dl.acm.org/citation.cfm?id=2287020\&dl=ACM\&coll=DL\&CFID=137661901\&CFTOKEN=34365530}},
  url         = {https://raw.github.com/saga-project/radical.wp/master/publications/pdf/pilot-mapreduce2012.pdf},
  doi         = {http://doi.acm.org/10.1145/2287016.2287020},
  isbn        = {978-1-4503-1343-8},
  acmid       = {2287020},
  keywords    = {bwa, distributed computing, genome sequence alignment, human genome, 
                 mapreduce, pilot job and data, simple api for grid applications (saga)},
} 


@inproceedings{pmr-ecmls12,
  author      = {Pradeep Mantha and Nayong Kim and Joohyun Kim 
                 and Andre Luckow and Shantenu Jha},
  title       = {{Understanding MapReduce-based Next-Generation Sequencing 
                 Alignment on Distributed Cyberinfrastructure}},
  booktitle   = {{3rd International Workshop on Emerging Methods in
                 Computational Life Sciences, Proceedings of the 21st
                 International Symposium on High-Performance Parallel
                 and Distributed Computing, HPDC'12}},
  year        = {2012},
  publisher   = {ACM},
  month       = {June},
  note        = {}},
}


@inproceedings{pilotjob-hpdc,
  author      = {Andre Luckow and Mark Santcroos and Ole Weidner and
                 Andre Merzky and Sharath Maddineni and Shantenu Jha},
  title       = {{Towards a common model for pilot-jobs}},
  booktitle   = {{Proceedings of the 21st International Symposium
                 on High-Performance Parallel and Distributed
                 Computing,HPDC'12}},
  year        = {2012},
  publisher   = {ACM},
  month       = {June},
  note        = {\url{http://dl.acm.org/citation.cfm?id=2287094}},
}


@inproceedings{xsede12_ensemble,
  author      = {Rajib Mukherjee and Abhinav Thota and Hideki Fujioka and 
                 Thomas C. Bishop and Shantenu Jha},
  title       = {Running many Molecular Dynamics Simulations on many 
                 Supercomputers},
  booktitle   = {Proceedings of the 1st Conference of the Extreme Science 
                 and Engineering Discovery Environment: Bridging from the 
                 eXtreme to the Campus and Beyond},
  series      = {XSEDE '12},
  year        = {2012},
  pages       = {2:1--2:9},
  publisher   = {ACM},
  address     = {New York, NY, USA},
  isbn        = {978-1-4503-1602-6},
  location    = {Chicago, Illinois},
  articleno   = {2},
  numpages    = {9},
  doi         = {http://doi.acm.org/10.1145/2335755.2335787},
  acmid       = {2335787},
  keywords    = {HPC, MD, NAMD, XSEDE resources, distributed computing, 
                 experience, large scale, technology},
} 


@inproceedings{Romanus:2012:ASE:2335755.2335843,
  author      = {Melissa Romanus and Pradeep Kumar Mantha and Matt McKenzie 
                 and Thomas C. Bishop and Emilio Gallichio and Andre Merzky 
                 and Yaakoub El Khamra and Shantenu Jha},
  title       = {{The Anatomy of Successful ECSS Projects: Lessons of 
                 supporting High-Throughput High-Performance Ensembles on XSEDE}},
  booktitle   = {{Proceedings of the 1st Conference of the Extreme Science and 
                 Engineering Discovery Environment: Bridging from the eXtreme 
                 to the Campus and Beyond}},
  series      = {XSEDE '12},
  location    = {Chicago, Illinois},
  year        = {2012},
  publisher   = {ACM},
  address     = {New York, NY, USA},
  pages       = {46:1--46:9},
  articleno   = {46},
  numpages    = {9},
  url         = {http://dl.acm.org/ft_gateway.cfm?id=2335843&ftid=1264202&dwn=1&CFID=178712210&CFTOKEN=50835868},
  OPTdoi      = {10.1145/2335755.2335843},
  acmid       = {2335843},
  isbn        = {978-1-4503-1602-6},
  keywords    = {ECSS projects, SAGA, distributed computing, high performance, high throughput},
} 

####################
# 2011

@article{async_repex11,
  author      = {Abhinav Thota and Andre Luckow and Shantenu Jha}, 
  title       = {{Efficient large-scale Replica-Exchange Simulations on 
                Production Infrastructure}}, 
  journal     = {{Philosophical Transactions of the Royal Society A:
                Mathematical, Physical and Engineering Sciences}},
  year        = 2011, 
  volume      = {369}, 
  number      = {1949}, 
  pages       = {3318-3335}, 
  url         = {http://rsta.royalsocietypublishing.org/content/369/1949/3318.abstract}, 
}

@article{csc7700-iccs,
  author      = {Gabrielle Allen and Werner Benger and Andrei Hutanu and 
                 Shantenu Jha and Frank L{\"o}ffler and Erik Schnetter},
  title       = {{A Practical and Comprehensive Graduate Course preparing 
                Students for Research involving Scientific Computing}},
  journal     = {{Procedia Computer Science}},
  year        = 2011,
  volume      = {4},
  number      = {0},
  pages       = {1927 - 1936},
  booktitle   = {{Proceedings of the International Conference on Computational 
                 Science, ICCS 2011}},
  note        = {\url{http://www.sciencedirect.com/science/article/pii/S1877050911002687}},
  issn        = {1877-0509},
  doi         = {10.1016/j.procs.2011.04.210},
  keywords    = {Education},
  keywords    = {Scientific computing},
  keywords    = {computation},
}

@article{ecmls10_ccpe10,
  author      = {Joohyun Kim and Wei Huang and Sharath Maddineni and 
                 Fareed Aboul-ela and Shantenu Jha},
  title       = {{Energy Landscape Analysis for Regulatory RNA Finding using 
                Scalable Distributed Cyberinfrastructure}},
  journal     = {Concurrency and Computation: Practice and Experience},
  publisher   = {John Wiley \& Sons, Ltd},
  year        = 2011,
  volume      = {23},
  number      = {17},
  pages       = {2292--2304},
  issn        = {1532-0634},
  doi         = {10.1002/cpe.1796},
  note        = {\url{http://onlinelibrary.wiley.com/doi/10.1002/cpe.1796/abstract}},
  keywords    = {concurrent programming and distributed computing, Simple API 
                for Grid Applications (SAGA), Pilot-Job abstraction, RNA 
                folding energy landscape, ncRNA gene finding},
}

@article{fgcs-interop11,
  author      = {Saurabh Sehgal and Miklos Erdelyi and Andre Merzky and 
                Shantenu Jha},
  title       = {{Understanding Application-Level Interoperability:
                Scaling-Out MapReduce over High-Performance Grids and
                Clouds}},
  journal     = {{Future Generation Computer Systems}},
  year        = 2011,
  volume      = {27},
  number      = {5},
  pages       = {590--599},
  url         = {http://www.sciencedirect.com/science/article/B6V06-51KT861-2/2/0092927785fbf5e065a7788af8b65b72},
  issn        = {0167-739X},
  doi         = {10.1016/j.future.2010.11.001},
  keywords    = {Programming systems},
  keywords    = {Distributed systems},
  keywords    = {Scale-out},
  keywords    = {Interoperability},
  keywords    = {MapReduce},
  keywords    = {SAGA},
}

@inproceedings{tg-vph-interop,
  author      = {Owain Kenway and David W. Wright and Helmut Heller and
                Andre Merzky and Gavin Pringle and Jules Wolfrat and Peter
                Coveney and Shantenu Jha},
  title       = {{Towards high-throughput, high-performance computational 
                estimation of binding affinities for patient specific HIV-1 
                protease sequences}},
  booktitle   = {{Proceedings of the 2011 TeraGrid Conference: Extreme Digital 
                Discovery}},
  location    = {Salt Lake City, Utah},
  year        = 2011,
  series      = {TG '11},
  pages       = {4:1--4:8},
  articleno   = {4},
  numpages    = {8},
  isbn        = {978-1-4503-0888-5},
  doi         = {10.1145/2016741.2016746},
  acmid       = {2016746},
  publisher   = {ACM},
  address     = {New York, NY, USA},
  note        = {\url{http://dl.acm.org/citation.cfm?id=2016746\&dl=ACM\&coll=DL\&CFID=137661901\&CFTOKEN=34365530}},
  keywords    = {ensemble-based simulations, interoperability, personalised 
                medicine},
} 


@inproceedings{dare-tg11,
  author      = {Joohyun Kim and Sharath Maddineni and Shantenu Jha},
  title       = {{Building Gateways for Life-Science Applications using the 
                Dynamic Application Runtime Environment (DARE) Framework}},
  booktitle   = {{Proceedings of the 2011 TeraGrid Conference: Extreme Digital 
                Discovery}},
  location    = {Salt Lake City, Utah},
  series      = {TG '11},
  year        = 2011,
  pages       = {38:1--38:8},
  articleno   = {38},
  numpages    = {8},
  isbn        = {978-1-4503-0888-5},
  doi         = {10.1145/2016741.2016782},
  acmid       = {2016782},
  publisher   = {ACM},
  address     = {New York, NY, USA},
  note        = {\url{http://dl.acm.org/citation.cfm?id=2016782\&dl=ACM\&coll=DL\&CFID=137661901\&CFTOKEN=34365530}},
  keywords    = {data-intensive computing, distributed computing, pilot-job 
                abstraction, runtime environment, science gateway, simple API 
                for grid applications (SAGA)},
} 


@inproceedings{dare-ecmls11,
  author      = {Joohyun Kim and Sharath Maddineni and Shantenu Jha},
  title       = {{Characterizing deep sequencing analytics using BFAST:
                towards a scalable distributed architecture for
                next-generation sequencing data}},
  booktitle   = {{Proceedings of the second international workshop on Emerging 
                computational methods for the life sciences}},
  series      = {ECMLS '11},
  year        = 2011,
  isbn        = {978-1-4503-0702-4},
  location    = {San Jose, California, USA},
  pages       = {23--32},
  numpages    = {10},
  doi         = {10.1145/1996023.1996027},
  acmid       = {1996027},
  publisher   = {ACM},
  address     = {New York, NY, USA},
  note        = {\url{http://dl.acm.org/citation.cfm?id=1996027}},
  keywords    = {BFAST, burkerholderia glumae, distributed computing, genome 
                sequence alignment, human genome, pilot-job abstraction, 
                runtime environment, simple api for grid applications (SAGA)},
} 


@inproceedings{saga-teach-fg10,
  author      = {Frank L\"{o}ffler and Gabrielle Allen and Werner Benger
                and Andrei Hutanu and Shantenu Jha and Erik Schnetter},
  title       = {{Using the TeraGrid to teach Scientific Computing}},
  booktitle   = {{Proceedings of the 2011 TeraGrid Conference: Extreme Digital 
                Discovery}},
  location    = {Salt Lake City, Utah},
  series      = {TG '11},
  year        = 2011,
  pages       = {55:1--55:7},
  articleno   = {55},
  numpages    = {7},
  url         = {http://astrocompute.files.wordpress.com/2011/07/using-the-teragrid-to-teach-scientific-computing-1.pdf},
  isbn        = {978-1-4503-0888-5},
  doi         = {10.1145/2016741.2016800},
  acmid       = {2016800},
  publisher   = {ACM},
  address     = {New York, NY, USA},
  keywords    = {computation, education, scientific computing},
} 


####################
# 2010

@article{ddia_ptrsa10,
  author      = {Chris Miceli and Michael Miceli and Bety Rodriguez-Milla
                and Shantenu Jha},
  title       = {{Understanding Performance of Distributed
                Data-Intensive Applications}},
  journal     = {{Royal Society of London Philosophical Transactions
                Series A}},
  year        = 2010,
  month       = {August},
  volume      = {368},
  pages       = {4089--4102},
  url         = {http://www.cct.lsu.edu/~sjha/select\_publications/saga_ptrsa10.pdf},
  doi         = {10.1098/rsta.2010.0168},
  adsurl      = {http://adsabs.harvard.edu/abs/2010RSPTA.368.4089M},
  adsnote     = {Provided by the SAO/NASA Astrophysics Data System},
}

@inproceedings{bigjob_cloudcom10,
  author      = {Andre Luckow and Shantenu Jha},
  title       = {{Abstractions for Loosely-Coupled and Ensemble-Based
                Simulations on Azure}},
  booktitle   = {{International IEEE Conference on Cloud Computing Technology and
                Science}},
  publisher   = {IEEE Computer Society},
  address     = {Los Alamitos, CA, USA},
  year        = 2010,
  pages       = {550--556},
  url         = {http://www.cct.lsu.edu/~sjha/dpa_publications/azure-abstractions-cloudcom10.pdf},
  doi         = {10.1109/CloudCom.2010.85},
  isbn        = {978-0-7695-4302-4},
}

@inproceedings{saga_europar10,
  author      = {Mathijs Den Burger and Ceriel Jacobs and Thilo Kielmann and
                Andre Merzky and Ole Weidner and Hartmut Kaiser},
  title       = {{What Is the Price of Simplicity? -- A Cross-Platform
                Evaluation of the SAGA API}},
  series      = {EuroPar'10},
  booktitle   = {{Proceedings of the 16th international Euro-Par conference on
                Parallel processing: Part I}},
  pages       = {392--404},
  year        = 2010,
  publisher   = {Springer},
  isbn        = {3-642-15276-7, 978-3-642-15276-4},
  numpages    = {13},
  location    = {Ischia, Italy},
  address     = {Berlin, Heidelberg},
  url         = {http://dl.acm.org/citation.cfm?id=1887695.1887739},
  acmid       = {1887739},
}

@inproceedings{co2-tg10,
  author      = {Yaakoub El-Khamra and Shantenu Jha and Christopher D. White},
  title       = {{Modelling data-driven CO2 sequestration using distributed HPC 
                cyberinfrastructure}},
  booktitle   = {{Proceedings of the 2010 TeraGrid Conference}},
  location    = {Pittsburgh, Pennsylvania},
  series      = {TG '10},
  year        = 2010,
  pages       = {6:1--6:8},
  articleno   = {6},
  numpages    = {8},
  url         = {invalid_url},
  isbn        = {978-1-60558-818-6},
  doi         = {10.1145/1838574.1838580},
  acmid       = {1838580},
  publisher   = {ACM},
  address     = {New York, NY, USA},
  keywords    = {distributed applications, ensemble simulations, scaleout, 
                sequestration},
} 

@inproceedings{ko-efficient,
  author      = {Soon-Heum Ko and Nayong Kim and Joohyun Kim and Abhinav Thota
                and Shantenu Jha},
  title       = {{Efficient Runtime Environment for Coupled Multi-physics 
                Simulations: Dynamic Resource Allocation and Load-Balancing}},
  booktitle   = {{Proceedings of the 2010 10th IEEE/ACM International Conference 
                on Cluster, Cloud and Grid Computing}},
  series      = {CCGRID '10},
  year        = 2010,
  pages       = {349--358},
  numpages    = {10},
  url         = {http://www.cct.lsu.edu/~sjha/select\_publications/coupled_simulations_framework.pdf},
  isbn        = {978-0-7695-4039-9},
  doi         = {10.1109/CCGRID.2010.107},
  acmid       = {1845151},
  publisher   = {IEEE Computer Society},
  address     = {Washington, DC, USA},
  keywords    = {SAGA (Simple API for Grid Applications), BigJob, Hybrid CFD-MD 
                Approach, Runtime Environment, Load Balancing, Co-allocation},
} 

@inproceedings{ecmls_ccpe10,
  author      = {Joohyun Kim and Wei Huang and Sharath Maddineni and
                Fareed Aboul-Ela and Shantenu Jha},
  title       = {{Exploring the {RNA} folding energy landscape using
                scalable distributed cyberinfrastructure}},
  booktitle   = {{Emerging Computational Methods in the Life Sciences, 
                Proceedings of the 19th ACM International Symposium on 
                High Performance Distributed Computing}},
  location    = {Chicago, Illinois},
  publisher   = {ACM},
  address     = {New York, NY, USA},
  series      = {HPDC '10},
  year        = 2010,
  pages       = {477--488},
  numpages    = {12},
  OPTurl         = {http://www.cct.lsu.edu/~sjha/select_publications/ecmls11.pdf},
  isbn        = {978-1-60558-942-8},
  doi         = {10.1145/1851476.1851546},
  acmid       = {1851546},
  keywords    = {RNA folding energy landscape, S gene of Bovine Corona Virus, 
                SAGA, SAM-I riboswitch, distributed computing, pilot-job 
                abstraction, runtime environment, simple API for grid 
                applications},
  bibsource   = {http://dblp.uni-trier.de},
} 

@inproceedings{saga_bigjob_condor_cloud,
  author      = {Andre Luckow and Lukas Lacinski and Shantenu Jha},
  title       = {{SAGA BigJob: An Extensible and Interoperable Pilot-Job 
                Abstraction for Distributed Applications and Systems}},
  booktitle   = {{The 10th IEEE/ACM International Symposium on Cluster,
                Cloud and Grid Computing}},
  pages       = {135-144},
  OPTurl         = {http://www.cct.lsu.edu/~sjha/select_publications/interop_pilot_job.pdf},
  keywords    = {grid computing, application level interoperability,
                distributed applications, distributed infrastructure,
                high-level programming interface},
  issn        = {978-0-7695-4039-9},
  doi         = {10.1109/CCGRID.2010.91},
  year        = 2010,
}

###################
# 2009

@article{katz2009louisiana,
  author      = {Daniel S. Katz and Gabrielle Allen and R. Cortez and C.
                Cruz-Neira and R. Gottumukkala and Z. D. Greenwood and
                L. Guice and Shantenu Jha and R. Kolluru and Tevfik Kosar and
                others},
  title       = {{Louisiana: a model for advancing regional e-Research
                through cyberinfrastructure}},
  journal     = {Philosophical Transactions of the Royal Society A: 
                Mathematical, Physical and Engineering Sciences},
  volume      = {367},
  number      = {1897},
  pages       = {2459},
  year        = 2009,
  publisher   = {The Royal Society},
  url         = {http://rsta.royalsocietypublishing.org/content/367/1897/2459.full.pdf},  
}

@article{jha2009using,
  author      = {Shantenu Jha and Andre Merzky and Geoffrey Fox},
  title       = {{Using Clouds to Provide Grids with Higher Levels of
                Abstraction and Explicit Support for Usage Modes}},
  journal     = {{Concurrency and Computation: Practice and Experience}},
  publisher   = {John Wiley and Sons Ltd.},
  address     = {Chichester, UK},
  year        = 2009, 
  volume      = {21},
  number      = {8},
  pages       = {2087--1108},
  url         = {http://www.ogf.org/OGF_Special_Issue/cloud-grid-saga.pdf},
  doi         = {10.1002/cpe.v21:8},
  issn        = {1532-0626},
}


@article{repex_ptrsa,
  author      = {Andre Luckow and Shantenu Jha and Joohyun Kim and 
                 Andre Merzky and Bettina Schnor},
  journal     = {Royal Society Philosophical Transactions A},
  title       = {{Adaptive Replica-Exchange Simulations}},
  year        = 2009,
  month       = {jun},
  date        = {28},
  pages       = {2595--2606},
  url         = {http://www.cct.lsu.edu/~sjha/select\_publications/adaptive_repex_ptrsa.pdf},
}

@inproceedings{10.1109.GPC.2009.17,
  author      = {Andre Merzky and Katerina Stamou and Shantenu Jha},
  title       = {{Application Level Interoperability between Clouds and
                Grids}},
  booktitle   = {{Proceedings of the IEEE Grid and Pervasive Computing
                Conference '09}},
  publisher   = {IEEE Computer Society},
  address     = {Los Alamitos, CA, USA},
  year        = 2009,
  pages       = {143--150},
  note        = {\url{http://ieeexplore.ieee.org/xpl/login.jsp?tp=\&arnumber=4976556\&url=http%3A%2F%2Fieeexplore.ieee.org%2Fxpls%2Fabs_all.jsp%3Farnumber%3D4976556}},
  doi         = {10.1109/GPC.2009.17},
  isbn        = {978-0-7695-3677-4},
}

@inproceedings{merzky-fresh,
  author      = {Andre Merzky and Katerina Stamou and Shantenu Jha and Daniel
                S. Katz},
  title       = {{A Fresh Perspective on Developing and Executing DAG-Based 
                Distributed Applications: A Case-Study of SAGA-Based Montage}},
  booktitle   = {{Proceedings of the 2009 Fifth IEEE International Conference 
                on e-Science}},
  publisher   = {IEEE Computer Society},
  address     = {Washington, DC, USA},
  series      = {eScience '09},
  year        = 2009,
  pages       = {231--238},
  numpages    = {8},
  OPTurl         = {http://www.cct.lsu.edu/~sjha/select_publications/saga_montage_escience09.pdf},
  doi         = {10.1109/e-Science.2009.40},
  acmid       = {1724826},
  isbn        = {978-0-7695-3877-8},
} 

@inproceedings{gmac09,
  author      = {Yaakoub El-Khamra and Shantenu Jha},
  title       = {{Developing Autonomic Distributed Scientific
                Applications: A Case Study From History Matching Using
                Ensemble Kalman-Filters}},
  booktitle   = {{GMAC '09: Proceedings of the 6th International
                Conference Industry Session on Grids meets Autonomic
                Computing}},
  year        = 2009,
  pages       = {19--28},
  location    = {Barcelona, Spain},
  publisher   = {IEEE},
  address     = {New York, NY, USA},
  note        = {\url{http://dl.acm.org/citation.cfm?id=1555304}},
  isbn        = {978-1-60558-578-9},
  doi         = {10.1145/1555301.1555304},
}

@inproceedings{luckow2009adaptive,
  author      = {Andre Luckow and Shantenu Jha and Joohyun Kim and Andre Merzky 
                and Bettina Schnor},
  title       = {{Adaptive Distributed Replica--Exchange Simulations}},
  booktitle   = {{Theme Issue of the Philosophical Transactions of the
                Royal Society A: Crossing Boundaries: Computational
                Science, E-Science and Global E-Infrastructure
                Proceedings of the UK e-Science All Hands Meeting}},
  volume      = {367},
  year        = 2009,
  url         = {http://rsta.royalsocietypublishing.org/content/367/1897/2595.full.pdf},
}

@inproceedings{jha2009developing,
  author      = {Shantenu Jha and Yaakoub El-Khamra and Joohyun Kim},
  title       = {{Developing Scientific Applications with Loosely-Coupled 
                Sub-tasks}},
  booktitle   = {{Proceedings of the 9th International Conference on 
                Computational Science: Part I}},
  series      = {ICCS '09},
  year        = 2009,
  isbn        = {978-3-642-01969-2},
  location    = {Baton Rouge, LA},
  pages       = {641--650},
  numpages    = {10},
  url         = {http://www.cct.lsu.edu/~sjha/dpa_publications/saga_loosely_coupled.pdf},
  doi         = {10.1007/978-3-642-01970-8_63},
  acmid       = {1560829},
  publisher   = {Springer-Verlag},
  address     = {Berlin, Heidelberg},
}

@inproceedings{saga_data_intensive_abstractions,
  author      = {Chris Miceli and Michael Miceli and Shantenu Jha and Hartmut 
                Kaiser and Andre Merzky},
  booktitle   = {{Cluster Computing and the Grid, 2009. CCGRID '09. 9th
                IEEE/ACM International Symposium on}},
  title       = {{Programming Abstractions for Data Intensive Computing
                on Clouds and Grids}},
  month       = {May},
  volume      = {},
  number      = {},
  pages       = {478--483},
  OPTurl         = {http://www.cct.lsu.edu/~sjha/select_publications/saga_data_intensive.pdf},
  keywords    = {application program interfaces, grid computing,
                parallel programmingMapReduce data-parallel programming
                model, SAGA programming interface, cloud computing,
                data intensive computing, data network transfer,
                distributed application, grid computing, programming
                abstraction},
  doi         = {10.1109/CCGRID.2009.87},
  issn        = {},
  year        = 2009,
}

@inproceedings{dpagrid2009,
  author      = {Shantenu Jha and Daniel S. Katz and Manish Parashar and Omer 
                Rana and Jon B. Weissman},
  title       = {{Critical Perspectives on Large-Scale Distributed Applications
                and Production Grids (Best Paper Award)}},
  booktitle   = {{The 10th IEEE/ACM Conference on Grid Computing 2009}},
  year        = 2009,
  pages       = {1-8},
  doi         = {10.1109/GRID.2009.5353064},
  bibsource   = {http://dblp.uni-trier.de},
  url         = {"http://www.cct.lsu.edu/~sjha/dpa_publications/dpa_grid2009.pdf"},
}

@inproceedings{co2_escience2009,
  author      = {Yaakoub El-Khamra and Shantenu Jha},
  booktitle   = {{Microsoft Research eScience Workshop, Pittsburgh}},
  location    = {Pittsburgh, PA},
  title       = {{Modelling Data-Driven CO$_2$ Sequestration Using
                Distributed HPC CyberInfrastructure}},
  year        = {2009},
  url         = {},
  note        = {\url{http://research.microsoft.com/en-us/UM/redmond/events/eScience2009/17863/lecture.htm}}
}

###################
# 2008

@inproceedings{saga_tg08,
  author      = {Shantenu Jha and Yaakoub El-Khamra and Hartmut Kaiser and 
                Ole Weidner and Andre Merzky},
  title       = {{Developing Large-Scale Adaptive Scientific Applications with 
                Hard to Predict Runtime Resource Requirements}},
  booktitle   = {{Proceedings of TeraGrid08}},
  year        = 2008, 
  OPTnote     = {{Winner of the Performance Challenge Award
                http://www.cct.lsu.edu/~sjha/select_publications/tg08-performance-award.pdf}},
}

@inproceedings{Luckow:2008la,
  author      = {Andre Luckow and Shantenu Jha and Joohyun Kim and 
                Andre Merzky and Bettina Schnor},
  title       = {{Distributed Replica-Exchange Simulations on Production 
                Environments Using SAGA and Migol}},
  booktitle   = {{Proceedings of the 2008 Fourth IEEE International Conference 
                on eScience}},
  series      = {ESCIENCE '08},
  year        = 2008,
  pages       = {253--260},
  publisher   = {IEEE Computer Society},
  address     = {Washington, DC, USA},
  note        = {\url{http://www.computer.org/portal/web/csdl/doi/10.1109/eScience.2008.20}},
  isbn        = {978-0-7695-3535-7},
  doi         = {10.1109/eScience.2008.20},
  acmid       = {1488923},
  keywords    = {SAGA, Migol, Fault-Tolerance, Replica-Exchange, 
                Grid Computing},
}


###################
# 2007

@inproceedings{escience07,
  author      = {Shantenu Jha and Hartmut Kaiser and Yaakoub El-Khamra
                and Ole Weidner},
  title       = {{Design and Implementation of Network Performance
                Aware Applications Using SAGA and Cactus}},
  booktitle   = {{E-SCIENCE '07: Proceedings of the Third IEEE
                International Conference on e-Science and Grid
                Computing}},
  isbn        = {0-7695-3064-8},
  pages       = {143--150},
  url         = {http://saga.cct.lsu.edu/publications/saga_cactus_escience.pdf},
  doi         = {10.1109/E-SCIENCE.2007.28},
  publisher   = {IEEE Computer Society},
  address     = {Washington, DC, USA},
  year        = 2007,
}

@inproceedings{saga_gin,
  author      = {Shantenu Jha and Hartmut Kaiser and Andre Merzky and
                Ole Weidner},
  title       = {{Grid Interoperability at the Application Level Using
                SAGA}},
  booktitle   = {{E-SCIENCE '07: Proceedings of the Third IEEE
                International Conference on e-Science and Grid
                Computing (e-Science 2007)}},
  publisher   = {IEEE Computer Society},
  address     = {Washington, DC, USA},
  year        = 2007,
  pages       = {584--591},
  url         = {http://www.cct.lsu.edu/~sjha/select_publications/saga_gin.pdf},
  doi         = {10.1109/E-SCIENCE.2007.39},
  isbn        = {0-7695-3064-8},
}

###################
# 2006

@article{saga_cmst,
  author      = {Tom Goodale and Shantenu Jha and Harmut Kaiser and
                Thilo Kielmann and Pascal Kleijer and Gregor von
                Laszewski and Craig Lee and Andre Merzky and Hrabri
                Rajic and John Shalf},
  title       = {{SAGA: A Simple API for Grid applications, High-Level
                Application Programming on the Grid}},
  journal     = {{Computational Methods in Science and Technology}},
  year        = 2006,
  number      = {1},
  volume      = {12},
  pages       = {7--20},
  url         = {http://www.cs.vu.nl/~kielmann/papers/saga-cmst.pdf},
}


###################
# 2005
@inproceedings{sirvent2005grid,
  author      = {Raoul Sirvent and Andre Merzky and Rosa M. Badia and 
                Thilo Kielmann},
  title       = {{GRID SuperScalar and SAGA: forming a high-level and
                  platform-independent Grid Programming Environment}},
  booktitle   = {{CoreGRID Integration WorkShop}},
  year        = 2005,
  url         = {http://www.cs.vu.nl/~kielmann/papers/gs-saga.pdf},
}

###################
# 2003

###################
# 2002

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# 2001

###################
# 2000

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# 2004

###################
# 2003

###################
# 2002

###################
# 2001

###################
# 2000



################################################################################
### Drafts / Under Review (note the 'review_' prefix).  These need to be sorted 
### into the list after publication (with a non-prefixed key!)
################################################################################

@misc{review_pilotstreaming,
author = {Andre Luckow and George Chantzialexiou and Shantenu Jha},
title = {Pilot-Streaming: A Stream Processing Framework for High-Performance Computing},
year = 2018,
note = {submitted to High-Performance Distributed Computing (HPDC) 2018}
}

@misc{review_ccgrid_char2018,
author = {Ioannis Paraskevakos and Andre Luckow and George Chantzialexiou and Mahzad Khoshlessan and Oliver Beckstein and Geoffrey C. Fox and Shantenu Jha},
title = {Task-parallel Analysis of Molecular Dynamics Trajectories},
year = 2018,
note = {under review, submitted at CCGrid 2018}
}

@misc{review_rp-titan,
  author = {Andre Merzky and Matteo Turilli and Manuel Maldonado and Shantenu Jha},
  title = {Design and Performance Characterization of RADICAL-Pilot on Titan},
  journal = {in review, International Supercomputing Conference 2018, arXiv preprint {arXiv}:1801.01843},
  year = 2018
}


@misc{review_synapse-jocs,
  author = {Andre Merzky and Ming Tai Ha and Matteo Turilli and Shantenu Jha},
  title = {Synapse: Synthetic Application Profiler and Emulator},
  journal = {in review, Journal of Computational Science (JoCS)},
  year = 2018
}


@misc{review_resource-selection,
  author = {Ming Tai Ha and Matteo Turilli and Andre Merzky and Shantenu Jha},
  title = {Towards General Distributed Resource Selection},
  journal = {in review, IEEE CCGrid 2018, arXiv preprint {arXiv}:1801.02651},
  note = {\url{https://arxiv.org/abs/1801.02651}},
  year = 2018,
}


@misc{review_htbac-isc18,
  author = {Jumana Dakka and Kristof Pallas Vivek Balasubramanian and Matteo Turilli and David W Wright and Stefan J Zasada and Shunzhou Wan and Peter V Coveney and Shantenu Jha},
  title = {Rapid, concurrent and adaptive extreme scale binding free energy calculation},
  journal = {in review, International Supercomputing Conference 2018, arXiv preprint {arXiv}:1801.01174},
  year = 2018
}

@misc{review_bb_2016, 
  author      = {Shantenu Jha and Matteo Turilli},
  title       = {A Building Blocks Approach towards Domain Specific Workflow Systems?},
  note        = {(under review) \url{http://arxiv.org/abs/1609.03484}},
  year        = 2017,
}

@misc{review_radicalpilot,
  author      = {Andre Merzky and Matteo Turilli and Manuel Maldonado and Mark Santcroos and Shantenu Jha},
  title       = {{Executing Dynamic and Heterogeneous Workloads on Super Computers}},
  OPTjournal     = {{Under Review}},
  note         = {(under review) \url{http://arxiv.org/abs/1512.08194}},
  year        = 2017,
}


@misc{review_2015-hpdc,
    author      = {Andre Luckow and Ioannis Paraskevakos and Shantenu Jha},
    title       = {{Pilot-Abstraction: A Valid Abstraction for Data-Intensive Application on HPC, Hadoop and Cloud Infrastructures?}},
    booktitle   = {The 24th International ACM Symposium on High Performance Distributed Computing},
    year        = {2015},
    location    = {Portland, Oregon, USA},
    note         = {\url{http://arxiv.org/pdf/1501.05041v1.pdf}},
    OPTnote        = {Submitted, Under Review},
    }

@article{power-of-many17,
    author      = {Vivek Balasubramanian and Matteo Turilli and Weiming Hu and Matthieu Lefebvre and Wenjie Lei and Guido Cervone and Jeroen Tromp and Shantenu Jha},
    title       = {{Harnessing the Power of Many: Extensible Toolkit for Scalable Ensemble Applications}},
    booktitle   = {under review},
    year        = {2017},
    note        = {\url{https://arxiv.org/abs/1710.08491}}
}


################################################################################
## Standards, White Papers, Technical Reports
################################################################################

###################
# 2015


@misc{ascr-wp-2015, 
  author      = {Shantenu Jha and Daniel S. Katz and Matteo Turilli and Jon
                  Weissman},
  title       = {{From Abstractions to MOD- ELS: MOdels for Distributed and Extremely Large-scale Science}},
  journal     = {{White Paper Submitted to Advanced Scientific Computing and Research, DOE Office of Science}},
  year        = {2015},
  month       = {August},
  note        = {\url{https://zenodo.org/deposit/91947/}},
}


@techreport{steering-workflow-1,
  author      = {{Geoffrey Fox and Shantenu Jha and Lavanya Ramakrishnan}},
  title       = {{Scalable HPC Workflow Infrastructure for Steering Scientific Instruments and Streaming Applications}},
  type        = {{A White Paper submitted to DOE Workshop on Future of Scientific Workflows}},
  year        = {2015},
  url         = {https://zenodo.org/record/17909},
}


@techreport{steering-workflow-2,
  author      = {{Geoffrey Fox and Shantenu Jha}},
  title       = {{Implications of the HPC-ABDS High Performance Com-
puting Enhanced Apache Big Data Stack for Workflows}},
  type        = {{A White Paper submitted to DOE Workshop on Future of Scientific Workflows}},
  year        = {2015},
  url         = {http://dsc.soic.indiana.edu/publications/WorkflowsandHPC-ABDS.pdf}
}


@techreport{steeringsystems,
  author      = {{Geoffrey Fox and Shantenu Jha and Lavanya Ramakrishnan}},
  title       = {{Workshop on Streaming Systems, Draft Report v0.1 (08 Jan 2016)}},
  type        = {{NSF DOE Workshop}},
  year        = {2015},
  url         = {https://goo.gl/LaHWnq},
}

@techreport{nextgen-molsim,
  author      = {{Shantenu Jha and Peter M. Kasson}},
  title       = {{High-level software frameworks to surmount the challenge of 100x scaling for biomolecul\
ar simulation science}},
  type        = {{White Paper submitted to NIH-NSF Request for Information (2015)\\
                  \url{http://www.nsf.gov/pubs/2016/nsf16008/nsf16008.jsp}}},
  OPTyear        = {2015},
  note         = {\url{http://dx.doi.org/10.5281/zenodo.44377}},
}

@techreport{nsf-aci-multi-exec,
  author      = {{Shantenu Jha}},
  title       = {{Towards Scalable Execution Across Multiple XSEDE Resources}},
  type        = {{A White Paper submitted to NSF-ACI}},
  year        = {2015},
  url         = {https://zenodo.org/record/17909},
}

###################
# 2014

@misc{modsim2014, 
  author      = {Shantenu Jha and Andre Merzky and Matteo Turilli},
  title       = {{Modeling Distributed Extreme-Scale Applications and Systems}},
  journal     = {{Workshop on Modeling \& Simulation of Exascale
                 Systems \& Applications}},
  year        = 2014,
  month       = {August},
  note        = {\url{http://hpc.pnl.gov/modsim/2014/}},
  OPTurl         = {\url{}}
}

###################
# 2013

@misc{modsim2013, 
  author      = {Shantenu Jha and Andre Merzky and Matteo Turilli and 
                 Daniel S. Katz and Jon Weissman},
  title       = {{Distributed Exascale Computing: An AIMES Perspective}},
  journal     = {{Workshop on Modeling \& Simulation of Exascale
                 Systems \& Applications}},
  year        = 2013,
  month       = {August},
  note        = {\url{http://hpc.pnl.gov/modsim/2013/}},
  OPTurl         = {\url{}}
}

###################
# 2012

@techreport{fgpc2012-project-45,
  author      = {{Pradeep Kumar Mantha and Sivakarthik Natesan and
                 Melissa Romanus and Sai Saripalli and Ashley Zebrowski}},
  title       = {{FutureGrid 2012 Project Challenge: Project 45: Building 
                 Scalable, Dynamic and Distributed Applications Using SAGA}},
  type        = {{FutureGrid Project Challenge Award Winner}},
  year        = {2012},
  url         = {https://raw.github.com/saga-project/radical.wp/master/publications/pdf/fgpc2012-project-45.pdf},
}



@techreport{ogf-gfd-isn,
  author      = {Steve Fisher and Antony Wilson},
  title       = {{SAGA Extension: Information Service Navigator API}},
  type        = {{OGF Proposed Recommendation, GFD.195}},
  institution = {{Open Grid Forum}},
  year        = 2012,
  url         = {http://ogf.org/documents/GFD.195.pdf},
}

###################
# 2011

@techreport{ogf-gfd-msg,
  author      = {Andre Merzky},
  title       = {{SAGA Extension: Message API}},
  type        = {{OGF Proposed Recommendation, GFD.178}},
  institution = {{Open Grid Forum}},
  year        = 2011,
  url         = {http://ogf.org/documents/GFD.178.pdf},
}

@techreport{ogf-gfd-advert,
  author      = {Andre Merzky},
  title       = {{SAGA Extension: Advert API}},
  type        = {{OGF Proposed Recommendation, GFD.177}},
  institution = {{Open Grid Forum}},
  year        = 2011,
  url         = {http://ogf.org/documents/GFD.177.pdf},
}

@techreport{dpa-pdci-tr, 
  author      = {Daniel S. Katz and Shantenu Jha and Manish Parashar and 
                Omer F. Rana and Jon Weissman},
  title       = {{Survey and Analysis of Production Distributed Computing 
                Infrastructures (CI-TR-7-0811)}},
  institution = {{Computation Institute, University of Chicago \& Argonne 
                National Laboratory}}, 
  year        = 2011,
  url         = {http://www.ci.uchicago.edu/research/papers/CI-TR-7-0811},
}

###################
# 2010

###################
# 2009

techreport{ogf-gfd-sd,
  author      = {Steve Fisher and Antony Wilson and Arumugam Paventhan},
  title       = {{SAGA Extension: Service Discovery API}},
  type        = {{OGF Proposed Recommendation, GFD.144}},
  institution = {{Open Grid Forum}},
  year        = 2009,
  url         = {http://ogf.org/documents/GFD.144.pdf},
}

###################
# 2008

@techreport{ogf-gfd-cpr,
  author      = {Andre Merzky and Andre Luckow and Derek Simmel},
  title       = {{SAGA Extension: Checkpoint and Recovery API (CPR)}},
  type        = {{Draft for an OGF Proposed Recommendation Document}},
  institution = {{Open Grid Forum}},
  year        = 2008,
  url         = {http://www.ogf.org/OGF27/materials/1767/saga_cpr.pdf},
}

###################
# 2007

@techreport{ogf-gfd-90,
  author      = {Tom Goodale and Shantenu Jha and Hartmut Kaiser and
                Thilo Kielmann and Pascal Kleijer and Andre Merzky and
                John Shalf and Christopher Smith},
  title       = {{A Simple API for Grid Applications (SAGA)}},
  type        = {{OGF Recommendation, GFD.90}},
  institution = {{Open Grid Forum}},
  year        = 2007,
  url         = {http://ogf.org/documents/GFD.90.pdf},
}

###################
# 2006

@techreport{ogf-gfd-uca,
  author      = {Shantenu Jha and Andre Merzky},
  title       = {{A Requirements Analysis for a Simple API for Grid
                Applications}},
  type        = {{GGF Proposed Recommendation, GFD.71}},
  institution = {{Global Grid Forum}},
  year        = 2006,
  url         = {http://ogf.org/documents/GFD.71.pdf},
}

@techreport{ogf-gfd-uc,
  author      = {Andre Merzky and Shantenu Jha},
  title       = {{A Collection of Use Cases for a Simple API for Grid
                Applications}},
  type        = {{GGF Proposed Recommendation, GFD.70}},
  institution = {{Global Grid Forum}},
  year        = 2006,
  url         = {http://ogf.org/documents/GFD.70.pdf},
}

###################
# 2005

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# 2004

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# 2003

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# 2002

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# 2001

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# 2000