@article{buddhika2021living,
  doi = {10.1145/3450767},
  year = {2021},
  month = aug,
  publisher = {Association for Computing Machinery ({ACM})},
  volume = {2},
  number = {3},
  pages = {1--31},
  author = {Thilina Buddhika and Matthew Malensek and Shrideep Pallickara and Sangmi Lee Pallickara},
  title = {Living on the Edge: Data Transmission, Storage, and Analytics in Continuous Sensing Environments},
  journal = {{ACM} Transactions on Internet of Things},
  url={http://www.cs.usfca.edu/~mmalensek/publications/buddhika2021living.pdf},
}

@article{rammer2022enabling,
  year = {2022},
  month = feb,
  publisher = {Institute of Electrical and Electronics Engineers ({IEEE})},
  volume = {8},
  number = {1},
  pages = {213--228},
  author = {Daniel Rammer and Thilina Buddhika and Matthew Malensek and Shrideep Pallickara and Sangmi Lee Pallickara},
  title = {Enabling Fast Exploratory Analyses Over Voluminous Spatiotemporal Data Using Analytical Engines},
  journal = {{IEEE} Transactions on Big Data},
  doi = {10.1109/tbdata.2019.2939834},
  url={http://www.cs.usfca.edu/~mmalensek/publications/rammer2022enabling.pdf},
}

@article{shah2018scalable,
    title={Scalable Network Analytics for Characterization of Outbreak Influence
        in Voluminous Epidemiology Datasets},
    author={Naman Shah and
        Matthew Malensek and
        Harshil Shah and
        Shrideep Pallickara and
        Sangmi Lee Pallickara},
    journal={Concurrency and Computation: Practice and Experience},
    publisher={Wiley Online Library},
    year={2019},
    month = oct,
    volume = {31},
    number = {7},
    pages = {e4998},
    doi={10.1002/cpe.4998},
    url={http://www.cs.usfca.edu/~mmalensek/publications/shah2018scalable.pdf},
}

@article{malensek2018trident, 
    author={Matthew Malensek and Walid Budgaga and Ryan Stern and Shrideep
        Pallickara and Sangmi Lee Pallickara}, 
    journal={IEEE Transactions on Big Data}, 
    title={Trident: Distributed Storage, Analysis, and Exploration of Multidimensional Phenomena}, 
    year={2019}, 
    volume={5}, 
    number={2}, 
    pages={252-265}, 
    doi={10.1109/TBDATA.2018.2817505}, 
    month={June},
    url = {http://www.cs.usfca.edu/~mmalensek/publications/malensek2018trident.pdf},
}

@article{buddhika2017synopsis,
    author={Thilina Buddhika and Matthew Malensek and Sangmi Lee Pallickara and Shrideep Pallickara}, 
    journal={IEEE Transactions on Knowledge and Data Engineering}, 
    title={Synopsis: A Distributed Sketch over Voluminous Spatiotemporal Observational Streams}, 
    year={2017}, 
    volume={29}, 
    number={11}, 
    pages={2552-2566}, 
    doi={10.1109/TKDE.2017.2734661}, 
    ISSN={1041-4347}, 
    month={Nov},
    url = {http://www.cs.usfca.edu/~mmalensek/publications/buddhika2017synopsis.pdf},
}

@article{malensek2017hermes,
    title={Hermes: Federating Fog and Cloud Nodes to Support Query Evaluations
        in Continuous Sensing Environments},
    author={Malensek, Matthew and Pallickara, Sangmi Lee and Pallickara,
        Shrideep},
    journal={{IEEE} Cloud Computing},
    volume={4},
    number={2},
    pages={54--62},
    year={2017},
    month={Mar},
    publisher = {Institute of Electrical and Electronics Engineers ({IEEE})},
    doi={10.1109/MCC.2017.26},
    url = {http://www.cs.usfca.edu/~mmalensek/publications/malensek2017hermes.pdf},
}

@article{budgaga2017framework,
    title={A Framework for Scalable Real-Time Anomaly Detection over Voluminous,
    Geospatial Data Streams},
    author={Walid Budgaga and Matthew Malensek and Sangmi Lee Pallickara
        and Shrideep Pallickara},
    journal={Concurrency and Computation: Practice and Experience},
    publisher={Wiley Online Library},
    year={2017},
    month={Mar},
    volume={29},
    number={12},
    pages={},
    doi={10.1002/cpe.4106},
    url={http://www.cs.usfca.edu/~mmalensek/publications/budgaga2017framework.pdf},
}

@article{malensek2016minerva,
    title={Minerva: Proactive Disk Scheduling for QoS in Multitier,
        Multitenant Cloud Environments},
    author={Malensek, Matthew and Pallickara, Sangmi Lee and Pallickara,
        Shrideep},
    journal={IEEE Internet Computing},
    volume={20},
    number={3},
    pages={19--27},
    year={2016},
    month={May},
    publisher={IEEE},
    doi={10.1109/MIC.2016.48},
    url = {http://www.cs.usfca.edu/~mmalensek/publications/malensek2016minerva.pdf},
}

@article{malensek2016analytic,
    author={Matthew Malensek and Sangmi Lee Pallickara and Shrideep Pallickara}, 
    journal={IEEE Transactions on Knowledge and Data Engineering}, 
    title={Analytic Queries over Geospatial Time-Series Data Using Distributed
        Hash Tables}, 
    year={2016}, 
    volume={28}, 
    number={6}, 
    pages={1408-1422}, 
    doi={10.1109/TKDE.2016.2520475}, 
    ISSN={1041-4347}, 
    month={Jun},
    url = {http://www.cs.usfca.edu/~mmalensek/publications/malensek2016analytic.pdf},
}

@article{malensek2016autonomous,
    title={Autonomous Cloud Federation for High-Throughput Queries over
        Voluminous Datasets},
    author={Malensek, Matthew and Pallickara, Sangmi Lee and Pallickara,
        Shrideep},
    journal={IEEE Cloud Computing},
    volume={3},
    number={3},
    pages={40--49},
    year={2016},
    month={May},
    publisher={IEEE},
    doi={10.1109/MCC.2016.65},
    url = {http://www.cs.usfca.edu/~mmalensek/publications/malensek2016autonomous.pdf},
}

@article{tolooee2015scalable,
    title={A Scalable Framework for Continuous Query Evaluations over
        Multidimensional, Scientific Datasets},
    author={Tolooee, Cameron and Malensek, Matthew and Pallickara, Sangmi
        Lee},
    journal={Concurrency and Computation: Practice and Experience},
    publisher = {Wiley-Blackwell},
    volume = {28},
    number = {8},
    pages = {2546--2563},
    year={2016},
    month = {Jun},
    doi = {10.1002/cpe.3651},
    url = {http://www.cs.usfca.edu/~mmalensek/publications/tolooee2015scalable.pdf},
}

@article{budgaga2016predictive,
    author = {Budgaga, Walid and Malensek, Matthew and Pallickara, Sangmi and Harvey, Neil and Breidt, F. Jay and Pallickara, Shrideep},
    title = {Predictive Analytics Using Statistical, Learning, and Ensemble Methods to Support Real-time Exploration of Discrete Event Simulations},
    journal = {Future Generation Computer Systems},
    issue_date = {March 2016},
    volume = {56},
    number = {C},
    month = {Mar},
    year = {2016},
    issn = {0167-739X},
    pages = {360--374},
    numpages = {15},
    doi = {10.1016/j.future.2015.06.013},
    acmid = {2869405},
    publisher = {Elsevier Science Publishers B. V.},
    url = {http://www.cs.usfca.edu/~mmalensek/publications/budgaga2016predictive.pdf},
}

@article{sui2015autonomous,
    author = {Sui, Zhiquan and Malensek, Matthew and Harvey, Neil and Pallickara, Shrideep},
    title = {Autonomous Orchestration of Distributed Discrete Event Simulations in the Presence of Resource Uncertainty},
    journal = {ACM Transactions on Autonomous and Adaptive Systems (TAAS)},
    issue_date = {October 2015},
    volume = {10},
    number = {3},
    month = {Sep},
    year = {2015},
    issn = {1556-4665},
    pages = {18:1--18:20},
    articleno = {18},
    numpages = {20},
    doi = {10.1145/2746345},
    acmid = {2746345},
    publisher = {ACM},
    url = {http://www.cs.usfca.edu/~mmalensek/publications/sui2015autonomous.pdf},
}

@article{malensek2015fast,
    author={Matthew Malensek and Sangmi Lee Pallickara and Shrideep Pallickara},
    journal={{IEEE} Transactions on Cloud Computing},
    title={Fast, Ad Hoc Query Evaluations over Multidimensional Geospatial Datasets},
    publisher = {Institute of Electrical and Electronics Engineers ({IEEE})},
    year={2017},
    volume={5},
    number={1},
    pages={28--42},
    doi={10.1109/TCC.2015.2398437},
    ISSN={2168-7161},
    month={Jan},
    url = {http://www.cs.usfca.edu/~mmalensek/publications/malensek2015fast.pdf},
}

@article{malensek2014evaluating,
    author={Matthew Malensek and Sangmi Lee Pallickara and Shrideep Pallickara},
    journal={IEEE Computing in Science Engineering (CiSE)},
    title={Evaluating Geospatial Geometry and Proximity Queries Using Distributed Hash Tables},
    year={2014}, 
    volume={16}, 
    number={4}, 
    pages={53-61}, 
    doi={10.1109/MCSE.2014.48}, 
    ISSN={1521-9615}, 
    month={Jul},
    url={http://www.cs.usfca.edu/~mmalensek/publications/malensek2014geometry.pdf},
}

@article{malensek2013exploiting,
    author = {Malensek, Matthew and Lee Pallickara, Sangmi and Pallickara,
        Shrideep},
    title = {Exploiting Geospatial and Chronological Characteristics in Data
        Streams to Enable Efficient Storage and Retrievals},
    journal = {Future Generation Computer Systems},
    issue_date = {June, 2013},
    volume = {29},
    number = {4},
    month = {Jun},
    year = {2013},
    issn = {0167-739X},
    pages = {1049--1061},
    numpages = {13},
    doi = {10.1016/j.future.2012.05.024},
    url = {http://www.cs.usfca.edu/~mmalensek/publications/malensek2012exploiting.pdf},
    acmid = {2435541},
    publisher = {Elsevier Science Publishers B. V.},
}
@book{pacheco2021introduction,
    title = {An Introduction to Parallel Programming, 2nd Edition},
    edition = {2},
    author = {Pacheco, Peter and Malensek, Matthew},
    year={2022},
    publisher={Morgan Kaufmann},
    month = {March},
    isbn = {978-0128046050},
    url={https://www.elsevier.com/books/an-introduction-to-parallel-programming/pacheco/978-0-12-804605-0},
    doi = {https://doi.org/10.1016/C2015-0-01650-1},
}

@inbook{leepallickara2011processing,
    author="Lee Pallickara, Sangmi
        and Malensek, Matthew
        and Pallickara, Shrideep",
    editor="Furht, Borko
        and Escalante, Armando",
    title="On the Processing of Extreme Scale Datasets in the Geosciences",
    bookTitle="Handbook of Data Intensive Computing",
    year="2011",
    publisher="Springer New York",
    address="New York, NY",
    pages="521--537",
    isbn="978-1-4614-1415-5",
    doi="10.1007/978-1-4614-1415-5_20",
    url={http://www.cs.usfca.edu/~mmalensek/publications/pallickara2011processing.pdf},
}

@INPROCEEDINGS{rollins2021understanding,
author = {Sami N. Rollins and Alark Joshi and Xornam Apedoe and Sophie Engle
    and Matthew Malensek and Gian Bruno},
title = "Understanding Professional Identity Development Among Computer Science
    Students",
booktitle = {2021 ASEE Virtual Annual Conference Content Access},
year = {2021},
month = {July},
address = {Virtual Conference},
publisher = {ASEE Conferences},
note = {https://peer.asee.org/37962},
url = {https://www.cs.usfca.edu/~mmalensek/publications/rollins2021understanding.pdf},
}

@INPROCEEDINGS{joshi2020engendering,
    author = "Alark Joshi and Gian Bruno and Xornam Apedoe and Sophie Engle and Sami Rollins and Matthew Malensek",
    title = "Engendering Community to Computer Science Freshmen through an Early
        Arrival Program",
    booktitle = "2020 ASEE Virtual Annual Conference Content Access",
    year = "2020",
    month = "June",
    address = "Virtual On line ",
    publisher = "ASEE Conferences",
    note = {https://peer.asee.org/34545},
    doi = {10.18260/1-2--34545},
    url = {https://www.cs.usfca.edu/~mmalensek/publications/joshi2020engendering.pdf},
}

@INPROCEEDINGS{budgaga2020concerto,
    author={Budgaga, Walid and Malensek, Matthew and Pallickara, Sangmi Lee
        and Pallickara, Shrideep},
    booktitle={2020 IEEE/ACM International Conference on Big Data Computing,
        Applications and Technologies (BDCAT)}, 
    title={Concerto: Leveraging Ensembles for Timely, Accurate Model
        Training Over Voluminous Datasets}, 
    year={2020},
    volume={},
    number={},
    pages={106-115},
    doi={10.1109/BDCAT50828.2020.00024},
    url = {https://www.cs.usfca.edu/~mmalensek/publications/budgaga2020concerto.pdf},
}

@INPROCEEDINGS{lu2020agami,  author={Lu, Mingxin and Wong, Edmund and Barajas,
    Daniel and Li, Xiaochen and Ogundipe, Mosopefoluwa and Wilson, Nate and
        Garg, Pragya and Joshi, Alark and Malensek, Matthew},  booktitle={2020
            IEEE/ACM International Conference on Big Data Computing,
            Applications and Technologies (BDCAT)},   title={AGAMI: Scalable
                Visual Analytics over Multidimensional Data Streams},
            year={2020},  volume={},  number={},  pages={57-66},
            doi={10.1109/BDCAT50828.2020.00020},
    url = {https://www.cs.usfca.edu/~mmalensek/publications/lu2020agami.pdf},
}

@inproceedings{shah2016network,
  author    = {Naman Shah and
               Harshil Shah and
               Matthew Malensek and
               Sangmi Lee Pallickara and
               Shrideep Pallickara},
  title     = {Network analysis for identifying and characterizing disease outbreak
               influence from voluminous epidemiology data},
  booktitle = {Proceedings of the 2016 {IEEE} International Conference on Big Data},
  location = {Washington, D.C., USA},
  pages     = {1222--1231},
  year      = {2016},
  month     = {Dec},
  doi       = {10.1109/BigData.2016.7840726},
  url       = {https://www.cs.usfca.edu/~mmalensek/publications/shah2016network.pdf},
}

@inproceedings{malensek2015alleviation, 
    author={Matthew Malensek and Sangmi Lee Pallickara and Shrideep Pallickara}, 
    booktitle={Proceedings of the 2015 IEEE/ACM 2nd International Symposium on
        Big Data Computing (BDC)},
    title={Alleviation of Disk I/O Contention in Virtualized Settings for
        Data-Intensive Computing},
    location = {Limassol, Cyprus},
    year={2015},
    pages={1-10},
    doi={10.1109/BDC.2015.32},
    url = {https://www.cs.usfca.edu/~mmalensek/publications/malensek2015alleviation.pdf},
    month={Dec},
}

@inproceedings{malensek2014using,
    author = {Malensek, Matthew and Budgaga, Walid and Pallickara, Sangmi and
        Harvey, Neil and Breidt, F. Jay and Pallickara, Shrideep},
    title = {Using Distributed Analytics to Enable Real-Time Exploration of
        Discrete Event Simulations},
    booktitle = {Proceedings of the 2014 IEEE/ACM 7th International
        Conference on Utility and Cloud Computing},
    location = {London, UK},
    year = {2014},
    month = {Dec},
    pages = {49--58},
    numpages = {10},
    url = {https://www.cs.usfca.edu/~mmalensek/publications/malensek2014using.pdf},
    doi = {10.1109/UCC.2014.13},
    acmid = {2760001},
}

@inproceedings{koontz2014geolens, 
    author={Jared Koontz and Matthew Malensek and Sangmi Lee Pallickara}, 
    booktitle={Proceedings of the 2014 IEEE/ACM International Symposium on Big
        Data Computing (BDC)},
    title={GeoLens: Enabling Interactive Visual Analytics over Large-Scale,
        Multidimensional Geospatial Datasets}, 
    year={2014}, 
    location = {London, UK},
    pages={35-44}, 
    doi={10.1109/BDC.2014.12}, 
    url={https://www.cs.usfca.edu/~mmalensek/publications/koontz2014geolens.pdf},
    month={Dec},
}

@inproceedings{tolooee2014framework, 
    author={Cameron Tolooee and Matthew Malensek and Sangmi Lee Pallickara},
    booktitle={Proceedings of the 2014 IEEE International Cloud and Autonomic
        Computing Conference (ICCAC)},
    title={A Framework for Managing Continuous Query Evaluations over
        Voluminous, Multidimensional Datasets},
    location = {London, UK},
    year={2014},
    pages={73-82},
    doi={10.1109/ICCAC.2014.25},
    url={https://www.cs.usfca.edu/~mmalensek/publications/tolooee2014framework.pdf},
    month={Sep},
}

@inproceedings{malensek2013polygon,
    author = {Malensek, Matthew and Pallickara, Sangmi and Pallickara,
        Shrideep},
    title = {Polygon-Based Query Evaluation over Geospatial Data Using
        Distributed Hash Tables},
    booktitle = {Proceedings of the 2013 IEEE/ACM 6th International
        Conference on Utility and Cloud Computing (UCC)},
    location = {Dresden, Germany},
    year = {2013},
    month = {Dec},
    pages = {219--226},
    numpages = {8},
    url = {https://www.cs.usfca.edu/~mmalensek/publications/malensek2013polygon.pdf},
    doi = {10.1109/UCC.2013.46},
    acmid = {2588694},
} 

@inproceedings{malensek2013autonomously,
    author = {Malensek, Matthew and Pallickara, Sangmi and Pallickara, Shrideep},
    title = {Autonomously Improving Query Evaluations over Multidimensional
        Data in Distributed Hash Tables},
    booktitle = {Proceedings of the 2013 ACM Cloud and Autonomic Computing
        Conference (CAC)},
    year = {2013},
    location = {Miami, Florida, USA},
    pages = {15:1--15:10},
    articleno = {15},
    numpages = {10},
    url = {https://www.cs.usfca.edu/~mmalensek/publications/malensek2013autonomously.pdf},
    doi = {10.1145/2494621.2494638},
    acmid = {2494638},
    month={Sep},
}

@inproceedings{malensek2013autonomous,
    author = {Malensek, Matthew and Sui, Zhiquan and Harvey, Neil and
        Pallickara, Shrideep},
    title = {Autonomous, Failure-resilient Orchestration of Distributed Discrete
        Event Simulations},
    booktitle = {Proceedings of the 2013 ACM Cloud and Autonomic Computing
        Conference (CAC)},
    year = {2013},
    location = {Miami, Florida, USA},
    pages = {3:1--3:10},
    articleno = {3},
    numpages = {10},
    url = {https://www.cs.usfca.edu/~mmalensek/publications/malensek2013autonomous.pdf},
    doi = {10.1145/2494621.2494625},
    acmid = {2494625},
    month={Sep},
} 

@inproceedings{malensek2012expressive,
    author = {Malensek, Matthew and Pallickara, Sangmi Lee and Pallickara,
        Shrideep},
    title = {Expressive Query Support for Multidimensional Data in Distributed
        Hash Tables},
    booktitle = {Proceedings of the 2012 IEEE/ACM 5th International Conference
        on Utility and Cloud Computing (UCC)},
    location={Chicago, Illinois, USA},
    year = {2012},
    month = {Nov},
    pages = {31--38},
    numpages = {8},
    url = {https://www.cs.usfca.edu/~mmalensek/publications/malensek2012expressive.pdf},
    doi = {10.1109/UCC.2012.41},
    acmid = {2415703},
} 

@inproceedings{leepallickara2011enabling,
    author = {Sangmi Lee Pallickara and Matthew Malensek and Shrideep
        Pallickara},
    title = {Enabling access to timeseries, geospatial data for on-demand
        visualization},
    booktitle = {{IEEE} Symposium on Large Data Analysis and Visualization,
        ({LDAV})},
    location = {Providence, Rhode Island, USA},
    pages = {141--142},
    year = {2011},
    month = {Oct},
    doi = {10.1109/LDAV.2011.6092339},
    url = {https://www.cs.usfca.edu/~mmalensek/publications/pallickara2011enabling.pdf},
}

@inproceedings{malensek2011galileo, 
    author={Matthew Malensek and Sangmi Lee Pallickara and Shrideep Pallickara},
    booktitle={Proceedings of the 2011 IEEE/ACM 4th International Conference on
        Utility and Cloud Computing (UCC)},
    title={Galileo: A Framework for Distributed Storage of High-Throughput Data
        Streams}, 
    location={Melbourne, Australia},
    year={2011}, 
    pages={17-24}, 
    month={Dec},
    doi={10.1109/UCC.2011.13}, 
    url={https://www.cs.usfca.edu/~mmalensek/publications/malensek2011galileo.pdf},
}
@mastersthesis{malensek2012evaluation,
    author={Matthew Malensek},
    title={On the Evaluation of Exact-match and Range Queries over Multidimensional Data in Distributed Hash Tables},
    type={{MS} {Thesis}},
    year={2012},
    month={Aug},
    school={Colorado State University},
}

@phdthesis{malensek2017lowlatency,
    author={Matthew Malensek},
    title={Low-latency, Query-Driven Analytics over Voluminous Multidimensional, Spatiotemporal Datasets},
    type={{PhD} {Dissertation}},
    year={2017},
    month={Jul},
    school={Colorado State University},
}