BibTeX records: Ramakrishnan Kannan

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@inproceedings{DBLP:conf/kdd/AbeBDEGHKY22,
  author    = {Naoki Abe and
               Kathleen Buckingham and
               Bistra Dilkina and
               Emre Eftelioglu and
               Auroop R. Ganguly and
               James Hodson and
               Ramakrishnan Kannan and
               Rose Yu},
  editor    = {Aidong Zhang and
               Huzefa Rangwala},
  title     = {Fragile Earth: {AI} for Climate Mitigation, Adaptation, and Environmental
               Justice},
  booktitle = {{KDD} '22: The 28th {ACM} {SIGKDD} Conference on Knowledge Discovery
               and Data Mining, Washington, DC, USA, August 14 - 18, 2022},
  pages     = {4866--4867},
  publisher = {{ACM}},
  year      = {2022},
  url       = {https://doi.org/10.1145/3534678.3542906},
  doi       = {10.1145/3534678.3542906},
  timestamp = {Mon, 15 Aug 2022 10:14:00 +0200},
  biburl    = {https://dblp.org/rec/conf/kdd/AbeBDEGHKY22.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijhpca/AlexanderABBCCC21,
  author    = {Francis J. Alexander and
               James Ang and
               Jenna A. Bilbrey and
               Jan Balewski and
               Tiernan Casey and
               Ryan Chard and
               Jong Choi and
               Sutanay Choudhury and
               Bert J. Debusschere and
               Anthony M. DeGennaro and
               Nikoli Dryden and
               J. Austin Ellis and
               Ian T. Foster and
               Cristina Garcia{-}Cardona and
               Sayan Ghosh and
               Peter Harrington and
               Yunzhi Huang and
               Shantenu Jha and
               Travis Johnston and
               Ai Kagawa and
               Ramakrishnan Kannan and
               Neeraj Kumar and
               Zhengchun Liu and
               Naoya Maruyama and
               Satoshi Matsuoka and
               Erin McCarthy and
               Jamaludin Mohd{-}Yusof and
               Peter Nugent and
               Yosuke Oyama and
               Thomas Proffen and
               David Pugmire and
               Sivasankaran Rajamanickam and
               Vinay Ramakrishniah and
               Malachi Schram and
               Sudip K. Seal and
               Ganesh Sivaraman and
               Christine Sweeney and
               Li Tan and
               Rajeev Thakur and
               Brian Van Essen and
               Logan T. Ward and
               Paul M. Welch and
               Michael Wolf and
               Sotiris S. Xantheas and
               Kevin G. Yager and
               Shinjae Yoo and
               Byung{-}Jun Yoon},
  title     = {Co-design Center for Exascale Machine Learning Technologies (ExaLearn)},
  journal   = {Int. J. High Perform. Comput. Appl.},
  volume    = {35},
  number    = {6},
  pages     = {598--616},
  year      = {2021},
  url       = {https://doi.org/10.1177/10943420211029302},
  doi       = {10.1177/10943420211029302},
  timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/ijhpca/AlexanderABBCCC21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jgo/EswarKVP21,
  author    = {Srinivas Eswar and
               Ramakrishnan Kannan and
               Richard W. Vuduc and
               Haesun Park},
  title     = {{ORCA:} Outlier detection and Robust Clustering for Attributed graphs},
  journal   = {J. Glob. Optim.},
  volume    = {81},
  number    = {4},
  pages     = {967--989},
  year      = {2021},
  url       = {https://doi.org/10.1007/s10898-021-01024-z},
  doi       = {10.1007/s10898-021-01024-z},
  timestamp = {Tue, 16 Aug 2022 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/jgo/EswarKVP21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/toms/EswarHBKMP21,
  author    = {Srinivas Eswar and
               Koby Hayashi and
               Grey Ballard and
               Ramakrishnan Kannan and
               Michael A. Matheson and
               Haesun Park},
  title     = {{PLANC:} Parallel Low-rank Approximation with Nonnegativity Constraints},
  journal   = {{ACM} Trans. Math. Softw.},
  volume    = {47},
  number    = {3},
  pages     = {20:1--20:37},
  year      = {2021},
  url       = {https://doi.org/10.1145/3432185},
  doi       = {10.1145/3432185},
  timestamp = {Tue, 16 Aug 2022 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/toms/EswarHBKMP21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acda/ShivakumarLKA21,
  author    = {Shruti Shivakumar and
               Jiajia Li and
               Ramakrishnan Kannan and
               Srinivas Aluru},
  editor    = {Michael Bender and
               John Gilbert and
               Bruce Hendrickson and
               Blair D. Sullivan},
  title     = {Efficient Parallel Sparse Symmetric Tucker Decomposition for High-Order
               Tensors},
  booktitle = {Proceedings of the 2021 {SIAM} Conference on Applied and Computational
               Discrete Algorithms, {ACDA} 2021, Virtual Conference, July 19-21,
               2021},
  pages     = {193--204},
  publisher = {{SIAM}},
  year      = {2021},
  url       = {https://doi.org/10.1137/1.9781611976830.18},
  doi       = {10.1137/1.9781611976830.18},
  timestamp = {Thu, 06 Jan 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/conf/acda/ShivakumarLKA21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/BhaskaranKBP21,
  author    = {Rathakrishnan Bhaskaran and
               Ramakrishnan Kannan and
               Brian Barr and
               Stephan Priebe},
  editor    = {Yixin Chen and
               Heiko Ludwig and
               Yicheng Tu and
               Usama M. Fayyad and
               Xingquan Zhu and
               Xiaohua Hu and
               Suren Byna and
               Xiong Liu and
               Jianping Zhang and
               Shirui Pan and
               Vagelis Papalexakis and
               Jianwu Wang and
               Alfredo Cuzzocrea and
               Carlos Ordonez},
  title     = {Science-Guided Machine Learning for Wall-Modeled Large Eddy Simulation},
  booktitle = {2021 {IEEE} International Conference on Big Data (Big Data), Orlando,
               FL, USA, December 15-18, 2021},
  pages     = {1809--1816},
  publisher = {{IEEE}},
  year      = {2021},
  url       = {https://doi.org/10.1109/BigData52589.2021.9671436},
  doi       = {10.1109/BigData52589.2021.9671436},
  timestamp = {Mon, 14 Feb 2022 16:20:45 +0100},
  biburl    = {https://dblp.org/rec/conf/bigdataconf/BhaskaranKBP21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/LimCCHPKP21,
  author    = {Seung{-}Hwan Lim and
               Junghoon Chae and
               Guojing Cong and
               Drahomira Herrmannova and
               Robert M. Patton and
               Ramakrishnan Kannan and
               Thomas E. Potok},
  editor    = {Yixin Chen and
               Heiko Ludwig and
               Yicheng Tu and
               Usama M. Fayyad and
               Xingquan Zhu and
               Xiaohua Hu and
               Suren Byna and
               Xiong Liu and
               Jianping Zhang and
               Shirui Pan and
               Vagelis Papalexakis and
               Jianwu Wang and
               Alfredo Cuzzocrea and
               Carlos Ordonez},
  title     = {Visual Understanding of {COVID-19} Knowledge Graph for Predictive
               Analysis},
  booktitle = {2021 {IEEE} International Conference on Big Data (Big Data), Orlando,
               FL, USA, December 15-18, 2021},
  pages     = {4381--4386},
  publisher = {{IEEE}},
  year      = {2021},
  url       = {https://doi.org/10.1109/BigData52589.2021.9672055},
  doi       = {10.1109/BigData52589.2021.9672055},
  timestamp = {Tue, 18 Jan 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/conf/bigdataconf/LimCCHPKP21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hpdc/SaoLKTVP21,
  author    = {Piyush Sao and
               Hao Lu and
               Ramakrishnan Kannan and
               Vijay Thakkar and
               Richard W. Vuduc and
               Thomas E. Potok},
  editor    = {Erwin Laure and
               Stefano Markidis and
               Ana Lucia Verbanescu and
               Jay F. Lofstead},
  title     = {Scalable All-pairs Shortest Paths for Huge Graphs on Multi-GPU Clusters},
  booktitle = {{HPDC} '21: The 30th International Symposium on High-Performance Parallel
               and Distributed Computing, Virtual Event, Sweden, June 21-25, 2021},
  pages     = {121--131},
  publisher = {{ACM}},
  year      = {2021},
  url       = {https://doi.org/10.1145/3431379.3460651},
  doi       = {10.1145/3431379.3460651},
  timestamp = {Wed, 30 Jun 2021 16:55:43 +0200},
  biburl    = {https://dblp.org/rec/conf/hpdc/SaoLKTVP21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ipps/KurteIKHY21,
  author    = {Kuldeep R. Kurte and
               Neena Imam and
               Ramakrishnan Kannan and
               S. M. Shamimul Hasan and
               Srikanth B. Yoginath},
  title     = {Co-design of Advanced Architectures for Graph Analytics using Machine
               Learning},
  booktitle = {{IEEE} International Parallel and Distributed Processing Symposium
               Workshops, {IPDPS} Workshops 2021, Portland, OR, USA, June 17-21,
               2021},
  pages     = {298--307},
  publisher = {{IEEE}},
  year      = {2021},
  url       = {https://doi.org/10.1109/IPDPSW52791.2021.00053},
  doi       = {10.1109/IPDPSW52791.2021.00053},
  timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/ipps/KurteIKHY21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ipps/SchumanKDKSP21,
  author    = {Catherine D. Schuman and
               Bill Kay and
               Prasanna Date and
               Ramakrishnan Kannan and
               Piyush Sao and
               Thomas E. Potok},
  title     = {Sparse Binary Matrix-Vector Multiplication on Neuromorphic Computers},
  booktitle = {{IEEE} International Parallel and Distributed Processing Symposium
               Workshops, {IPDPS} Workshops 2021, Portland, OR, USA, June 17-21,
               2021},
  pages     = {308--311},
  publisher = {{IEEE}},
  year      = {2021},
  url       = {https://doi.org/10.1109/IPDPSW52791.2021.00054},
  doi       = {10.1109/IPDPSW52791.2021.00054},
  timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/ipps/SchumanKDKSP21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ipps/HasanIKYK21,
  author    = {S. M. Shamimul Hasan and
               Neena Imam and
               Ramakrishnan Kannan and
               Srikanth B. Yoginath and
               Kuldeep R. Kurte},
  title     = {Design Space Exploration of Emerging Memory Technologies for Machine
               Learning Applications},
  booktitle = {{IEEE} International Parallel and Distributed Processing Symposium
               Workshops, {IPDPS} Workshops 2021, Portland, OR, USA, June 17-21,
               2021},
  pages     = {439--448},
  publisher = {{IEEE}},
  year      = {2021},
  url       = {https://doi.org/10.1109/IPDPSW52791.2021.00075},
  doi       = {10.1109/IPDPSW52791.2021.00075},
  timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/ipps/HasanIKYK21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/AbeBDEGHK21,
  author    = {Naoki Abe and
               Kathleen Buckingham and
               Bistra Dilkina and
               Emre Eftelioglu and
               Auroop R. Ganguly and
               James Hodson and
               Ramakrishnan Kannan},
  editor    = {Feida Zhu and
               Beng Chin Ooi and
               Chunyan Miao},
  title     = {Fragile Earth: Accelerating Progress towards Equitable Sustainability},
  booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
               and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
  pages     = {4102--4103},
  publisher = {{ACM}},
  year      = {2021},
  url       = {https://doi.org/10.1145/3447548.3469484},
  doi       = {10.1145/3447548.3469484},
  timestamp = {Wed, 08 Sep 2021 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/kdd/AbeBDEGHK21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smc2/DevineniGSDMHKL21,
  author    = {Pravallika Devineni and
               Panchapakesan Ganesh and
               Nikhil Sivadas and
               Abhijeet Dhakane and
               Ketan Maheshwari and
               Drahomira Herrmannova and
               Ramakrishnan Kannan and
               Seung{-}Hwan Lim and
               Thomas E. Potok and
               Jordan B. Chipka and
               Priyantha Mudalige and
               Mark Coletti and
               Sajal Dash and
               Arnab Kumar Paul and
               Sarp Oral and
               Feiyi Wang and
               Bill Kay and
               Melissa R. Allen{-}Dumas and
               Christa Brelsford and
               Joshua R. New and
               Andy Berres and
               Kuldeep R. Kurte and
               Jibonananda Sanyal and
               Levi Sweet and
               Chathika Gunaratne and
               Maxim A. Ziatdinov and
               Rama K. Vasudevan and
               Sergei V. Kalinin and
               Olivera Kotevska and
               Jean C. Bilheux and
               Hassina Z. Bilheux and
               Garrett E. Granroth and
               Thomas Proffen and
               Rick Riedel and
               Peter F. Peterson and
               Shruti R. Kulkarni and
               Kyle P. Kelley and
               Stephen Jesse and
               Maryam Parsa},
  editor    = {Jeffrey Nichols and
               Arthur Barney Maccabe and
               James J. Nutaro and
               Swaroop Pophale and
               Pravallika Devineni and
               Theresa Ahearn and
               Becky Verastegui},
  title     = {Smoky Mountain Data Challenge 2021: An Open Call to Solve Scientific
               Data Challenges Using Advanced Data Analytics and Edge Computing},
  booktitle = {Driving Scientific and Engineering Discoveries Through the Integration
               of Experiment, Big Data, and Modeling and Simulation - 21st Smoky
               Mountains Computational Sciences and Engineering, {SMC} 2021, Virtual
               Event, October 18-20, 2021, Revised Selected Papers},
  series    = {Communications in Computer and Information Science},
  volume    = {1512},
  pages     = {361--382},
  publisher = {Springer},
  year      = {2021},
  url       = {https://doi.org/10.1007/978-3-030-96498-6\_21},
  doi       = {10.1007/978-3-030-96498-6\_21},
  timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/smc2/DevineniGSDMHKL21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2104-11079,
  author    = {Aydin Bulu{\c{c}} and
               Tamara G. Kolda and
               Stefan M. Wild and
               Mihai Anitescu and
               Anthony M. DeGennaro and
               John Jakeman and
               Chandrika Kamath and
               Ramakrishnan Kannan and
               Miles E. Lopes and
               Per{-}Gunnar Martinsson and
               Kary Myers and
               Jelani Nelson and
               Juan M. Restrepo and
               C. Seshadhri and
               Draguna L. Vrabie and
               Brendt Wohlberg and
               Stephen J. Wright and
               Chao Yang and
               Peter Zwart},
  title     = {Randomized Algorithms for Scientific Computing {(RASC)}},
  journal   = {CoRR},
  volume    = {abs/2104.11079},
  year      = {2021},
  url       = {https://arxiv.org/abs/2104.11079},
  eprinttype = {arXiv},
  eprint    = {2104.11079},
  timestamp = {Thu, 07 Jul 2022 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/corr/abs-2104-11079.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jpdc/YoungHKR20,
  author    = {M. Todd Young and
               Jacob D. Hinkle and
               Ramakrishnan Kannan and
               Arvind Ramanathan},
  title     = {Distributed Bayesian optimization of deep reinforcement learning algorithms},
  journal   = {J. Parallel Distributed Comput.},
  volume    = {139},
  pages     = {43--52},
  year      = {2020},
  url       = {https://doi.org/10.1016/j.jpdc.2019.07.008},
  doi       = {10.1016/j.jpdc.2019.07.008},
  timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/jpdc/YoungHKR20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/Garcia-CardonaK20,
  author    = {Cristina Garcia{-}Cardona and
               Ramakrishnan Kannan and
               Travis Johnston and
               Thomas Proffen and
               Sudip K. Seal},
  editor    = {Xintao Wu and
               Chris Jermaine and
               Li Xiong and
               Xiaohua Hu and
               Olivera Kotevska and
               Siyuan Lu and
               Weija Xu and
               Srinivas Aluru and
               Chengxiang Zhai and
               Eyhab Al{-}Masri and
               Zhiyuan Chen and
               Jeff Saltz},
  title     = {Structure Prediction from Neutron Scattering Profiles: {A} Data Sciences
               Approach},
  booktitle = {2020 {IEEE} International Conference on Big Data {(IEEE} BigData 2020),
               Atlanta, GA, USA, December 10-13, 2020},
  pages     = {1147--1155},
  publisher = {{IEEE}},
  year      = {2020},
  url       = {https://doi.org/10.1109/BigData50022.2020.9377853},
  doi       = {10.1109/BigData50022.2020.9377853},
  timestamp = {Fri, 19 Nov 2021 16:08:20 +0100},
  biburl    = {https://dblp.org/rec/conf/bigdataconf/Garcia-CardonaK20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hipc/ManningBKP20,
  author    = {Lawton Manning and
               Grey Ballard and
               Ramakrishnan Kannan and
               Haesun Park},
  title     = {Parallel Hierarchical Clustering using Rank-Two Nonnegative Matrix
               Factorization},
  booktitle = {27th {IEEE} International Conference on High Performance Computing,
               Data, and Analytics, HiPC 2020, Pune, India, December 16-19, 2020},
  pages     = {141--150},
  publisher = {{IEEE}},
  year      = {2020},
  url       = {https://doi.org/10.1109/HiPC50609.2020.00028},
  doi       = {10.1109/HiPC50609.2020.00028},
  timestamp = {Wed, 05 May 2021 09:39:23 +0200},
  biburl    = {https://dblp.org/rec/conf/hipc/ManningBKP20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpr/PasrichaDPK20,
  author    = {Ravdeep S. Pasricha and
               Pravallika Devineni and
               Evangelos E. Papalexakis and
               Ramakrishnan Kannan},
  title     = {Tensorized Feature Spaces for Feature Explosion},
  booktitle = {25th International Conference on Pattern Recognition, {ICPR} 2020,
               Virtual Event / Milan, Italy, January 10-15, 2021},
  pages     = {6298--6304},
  publisher = {{IEEE}},
  year      = {2020},
  url       = {https://doi.org/10.1109/ICPR48806.2021.9412320},
  doi       = {10.1109/ICPR48806.2021.9412320},
  timestamp = {Fri, 07 May 2021 08:42:33 +0200},
  biburl    = {https://dblp.org/rec/conf/icpr/PasrichaDPK20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ppopp/SaoKGV20,
  author    = {Piyush Sao and
               Ramakrishnan Kannan and
               Prasun Gera and
               Richard W. Vuduc},
  editor    = {Rajiv Gupta and
               Xipeng Shen},
  title     = {A supernodal all-pairs shortest path algorithm},
  booktitle = {PPoPP '20: 25th {ACM} {SIGPLAN} Symposium on Principles and Practice
               of Parallel Programming, San Diego, California, USA, February 22-26,
               2020},
  pages     = {250--261},
  publisher = {{ACM}},
  year      = {2020},
  url       = {https://doi.org/10.1145/3332466.3374533},
  doi       = {10.1145/3332466.3374533},
  timestamp = {Sun, 12 Jun 2022 19:46:08 +0200},
  biburl    = {https://dblp.org/rec/conf/ppopp/SaoKGV20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sc/KannanSLHTPVP20,
  author    = {Ramakrishnan Kannan and
               Piyush Sao and
               Hao Lu and
               Drahomira Herrmannova and
               Vijay Thakkar and
               Robert M. Patton and
               Richard W. Vuduc and
               Thomas E. Potok},
  editor    = {Christine Cuicchi and
               Irene Qualters and
               William T. Kramer},
  title     = {Scalable knowledge graph analytics at 136 petaflop/s},
  booktitle = {Proceedings of the International Conference for High Performance Computing,
               Networking, Storage and Analysis, {SC} 2020, Virtual Event / Atlanta,
               Georgia, USA, November 9-19, 2020},
  pages     = {6},
  publisher = {{IEEE/ACM}},
  year      = {2020},
  url       = {https://doi.org/10.1109/SC41405.2020.00010},
  doi       = {10.1109/SC41405.2020.00010},
  timestamp = {Wed, 04 May 2022 13:02:27 +0200},
  biburl    = {https://dblp.org/rec/conf/sc/KannanSLHTPVP20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sc/EswarHBKVP20,
  author    = {Srinivas Eswar and
               Koby Hayashi and
               Grey Ballard and
               Ramakrishnan Kannan and
               Richard W. Vuduc and
               Haesun Park},
  editor    = {Christine Cuicchi and
               Irene Qualters and
               William T. Kramer},
  title     = {Distributed-memory parallel symmetric nonnegative matrix factorization},
  booktitle = {Proceedings of the International Conference for High Performance Computing,
               Networking, Storage and Analysis, {SC} 2020, Virtual Event / Atlanta,
               Georgia, USA, November 9-19, 2020},
  pages     = {74},
  publisher = {{IEEE/ACM}},
  year      = {2020},
  url       = {https://doi.org/10.1109/SC41405.2020.00078},
  doi       = {10.1109/SC41405.2020.00078},
  timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/sc/EswarHBKVP20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcb/PVMVJRMRNSKKMV19,
  author    = {Husayn Ahmed P. and
               Vidhya V. and
               Ravi Prabhakar More and
               Biju Viswanath and
               Sanjeev Jain and
               Mahendra S. Rao and
               Odity Mukherjee and
               Naren P. Rao and
               Janardhanan C. Narayanaswamy and
               Palanimuthu T. Sivakumar and
               Arun Kandaswamy and
               Muralidharan Kesavan and
               Urvakhsh{-}Meherwan Mehta and
               Ganesan Venkatasubramanian and
               John P. John and
               Meera Purushottam and
               Ramakrishnan Kannan and
               Bhupesh Mehta and
               Thennarasu Kandavel and
               B. Binukumar and
               Jitender Saini and
               Deepak Jayarajan and
               A. Shyamsundar and
               Sydney Moirangthem and
               Kumar G. Vijay and
               Jagadisha Thirthalli and
               Prabha S. Chandra and
               Bangalore N. Gangadhar and
               Pratima Murthy and
               Mitradas M. Panicker and
               Upinder S. Bhalla and
               Sumantra Chattarji and
               Vivek Benegal and
               Mathew Varghese and
               Janardhan Y. C. Reddy and
               Padinjat Raghu},
  title     = {INDEX-db: The Indian Exome Reference Database (Phase {I)}},
  journal   = {J. Comput. Biol.},
  volume    = {26},
  number    = {3},
  pages     = {225--234},
  year      = {2019},
  url       = {https://doi.org/10.1089/cmb.2018.0199},
  doi       = {10.1089/cmb.2018.0199},
  timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/jcb/PVMVJRMRNSKKMV19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/Garcia-CardonaK19,
  author    = {Cristina Garcia{-}Cardona and
               Ramakrishnan Kannan and
               Travis Johnston and
               Thomas Proffen and
               Katharine Page and
               Sudip K. Seal},
  editor    = {Chaitanya K. Baru and
               Jun Huan and
               Latifur Khan and
               Xiaohua Hu and
               Ronay Ak and
               Yuanyuan Tian and
               Roger S. Barga and
               Carlo Zaniolo and
               Kisung Lee and
               Yanfang Fanny Ye},
  title     = {Learning to Predict Material Structure from Neutron Scattering Data},
  booktitle = {2019 {IEEE} International Conference on Big Data {(IEEE} BigData),
               Los Angeles, CA, USA, December 9-12, 2019},
  pages     = {4490--4497},
  publisher = {{IEEE}},
  year      = {2019},
  url       = {https://doi.org/10.1109/BigData47090.2019.9005968},
  doi       = {10.1109/BigData47090.2019.9005968},
  timestamp = {Mon, 25 Apr 2022 08:42:03 +0200},
  biburl    = {https://dblp.org/rec/conf/bigdataconf/Garcia-CardonaK19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/HasanSKI19,
  author    = {S. M. Shamimul Hasan and
               Drew Schmidt and
               Ramakrishnan Kannan and
               Neena Imam},
  editor    = {Chaitanya K. Baru and
               Jun Huan and
               Latifur Khan and
               Xiaohua Hu and
               Ronay Ak and
               Yuanyuan Tian and
               Roger S. Barga and
               Carlo Zaniolo and
               Kisung Lee and
               Yanfang Fanny Ye},
  title     = {A Scalable Graph Analytics Framework for Programming with Big Data
               in {R} (pbdR)},
  booktitle = {2019 {IEEE} International Conference on Big Data {(IEEE} BigData),
               Los Angeles, CA, USA, December 9-12, 2019},
  pages     = {4783--4792},
  publisher = {{IEEE}},
  year      = {2019},
  url       = {https://doi.org/10.1109/BigData47090.2019.9006155},
  doi       = {10.1109/BigData47090.2019.9006155},
  timestamp = {Wed, 31 Mar 2021 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/bigdataconf/HasanSKI19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ics/SaoKLV19,
  author    = {Piyush Sao and
               Ramakrishnan Kannan and
               Xiaoye Sherry Li and
               Richard W. Vuduc},
  editor    = {Rudolf Eigenmann and
               Chen Ding and
               Sally A. McKee},
  title     = {A communication-avoiding 3D sparse triangular solver},
  booktitle = {Proceedings of the {ACM} International Conference on Supercomputing,
               {ICS} 2019, Phoenix, AZ, USA, June 26-28, 2019},
  pages     = {127--137},
  publisher = {{ACM}},
  year      = {2019},
  url       = {https://doi.org/10.1145/3330345.3330357},
  doi       = {10.1145/3330345.3330357},
  timestamp = {Tue, 28 Jul 2020 07:46:43 +0200},
  biburl    = {https://dblp.org/rec/conf/ics/SaoKLV19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ppam/SaoK19,
  author    = {Piyush Sao and
               Ramakrishnan Kannan},
  editor    = {Roman Wyrzykowski and
               Ewa Deelman and
               Jack J. Dongarra and
               Konrad Karczewski},
  title     = {Multifrontal Non-negative Matrix Factorization},
  booktitle = {Parallel Processing and Applied Mathematics - 13th International Conference,
               {PPAM} 2019, Bialystok, Poland, September 8-11, 2019, Revised Selected
               Papers, Part {I}},
  series    = {Lecture Notes in Computer Science},
  volume    = {12043},
  pages     = {543--554},
  publisher = {Springer},
  year      = {2019},
  url       = {https://doi.org/10.1007/978-3-030-43229-4\_46},
  doi       = {10.1007/978-3-030-43229-4\_46},
  timestamp = {Thu, 19 Mar 2020 12:01:42 +0100},
  biburl    = {https://dblp.org/rec/conf/ppam/SaoK19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1909-01149,
  author    = {Srinivas Eswar and
               Koby Hayashi and
               Grey Ballard and
               Ramakrishnan Kannan and
               Michael A. Matheson and
               Haesun Park},
  title     = {{PLANC:} Parallel Low Rank Approximation with Non-negativity Constraints},
  journal   = {CoRR},
  volume    = {abs/1909.01149},
  year      = {2019},
  url       = {http://arxiv.org/abs/1909.01149},
  eprinttype = {arXiv},
  eprint    = {1909.01149},
  timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/corr/abs-1909-01149.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/ChooKCLLLLKSSP18,
  author    = {Jaegul Choo and
               Hannah Kim and
               Edward Clarkson and
               Zhicheng Liu and
               Changhyun Lee and
               Fuxin Li and
               Hanseung Lee and
               Ramakrishnan Kannan and
               Charles D. Stolper and
               John T. Stasko and
               Haesun Park},
  title     = {VisIRR: {A} Visual Analytics System for Information Retrieval and
               Recommendation for Large-Scale Document Data},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {12},
  number    = {1},
  pages     = {8:1--8:20},
  year      = {2018},
  url       = {https://doi.org/10.1145/3070616},
  doi       = {10.1145/3070616},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/ChooKCLLLLKSSP18.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/KannanBP18,
  author    = {Ramakrishnan Kannan and
               Grey Ballard and
               Haesun Park},
  title     = {{MPI-FAUN:} An MPI-Based Framework for Alternating-Updating Nonnegative
               Matrix Factorization},
  journal   = {{IEEE} Trans. Knowl. Data Eng.},
  volume    = {30},
  number    = {3},
  pages     = {544--558},
  year      = {2018},
  url       = {https://doi.org/10.1109/TKDE.2017.2767592},
  doi       = {10.1109/TKDE.2017.2767592},
  timestamp = {Mon, 19 Feb 2018 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/tkde/KannanBP18.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/HossainHGIKS18,
  author    = {Md Mosharaf Hossain and
               Thomas M. Hines and
               Sheikh K. Ghafoor and
               Sheikh Rabiul Islam and
               Ramakrishnan Kannan and
               Sreenivas R. Sukumar},
  editor    = {Naoki Abe and
               Huan Liu and
               Calton Pu and
               Xiaohua Hu and
               Nesreen K. Ahmed and
               Mu Qiao and
               Yang Song and
               Donald Kossmann and
               Bing Liu and
               Kisung Lee and
               Jiliang Tang and
               Jingrui He and
               Jeffrey S. Saltz},
  title     = {A Flexible-blocking Based Approach for Performance Tuning of Matrix
               Multiplication Routines for Large Matrices with Edge Cases},
  booktitle = {{IEEE} International Conference on Big Data {(IEEE} BigData 2018),
               Seattle, WA, USA, December 10-13, 2018},
  pages     = {3853--3862},
  publisher = {{IEEE}},
  year      = {2018},
  url       = {https://doi.org/10.1109/BigData.2018.8622013},
  doi       = {10.1109/BigData.2018.8622013},
  timestamp = {Tue, 01 Feb 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/conf/bigdataconf/HossainHGIKS18.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/chi/ChoiSCLBHKKDPC18,
  author    = {Minsuk Choi and
               Dear Sungbok Shin and
               Jinho Choi and
               Scott Langevin and
               Christopher Bethune and
               Philippe Horne and
               Nathan Kronenfeld and
               Ramakrishnan Kannan and
               Barry L. Drake and
               Haesun Park and
               Jaegul Choo},
  editor    = {Regan L. Mandryk and
               Mark Hancock and
               Mark Perry and
               Anna L. Cox},
  title     = {TopicOnTiles: Tile-Based Spatio-Temporal Event Analytics via Exclusive
               Topic Modeling on Social Media},
  booktitle = {Proceedings of the 2018 {CHI} Conference on Human Factors in Computing
               Systems, {CHI} 2018, Montreal, QC, Canada, April 21-26, 2018},
  pages     = {583},
  publisher = {{ACM}},
  year      = {2018},
  url       = {https://doi.org/10.1145/3173574.3174157},
  doi       = {10.1145/3173574.3174157},
  timestamp = {Fri, 12 Mar 2021 15:28:42 +0100},
  biburl    = {https://dblp.org/rec/conf/chi/ChoiSCLBHKKDPC18.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cluster/XuBLK18,
  author    = {Luna Xu and
               Ali Raza Butt and
               Seung{-}Hwan Lim and
               Ramakrishnan Kannan},
  title     = {A Heterogeneity-Aware Task Scheduler for Spark},
  booktitle = {{IEEE} International Conference on Cluster Computing, {CLUSTER} 2018,
               Belfast, UK, September 10-13, 2018},
  pages     = {245--256},
  publisher = {{IEEE} Computer Society},
  year      = {2018},
  url       = {https://doi.org/10.1109/CLUSTER.2018.00042},
  doi       = {10.1109/CLUSTER.2018.00042},
  timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/cluster/XuBLK18.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hipc/BallardHK18,
  author    = {Grey Ballard and
               Koby Hayashi and
               Ramakrishnan Kannan},
  title     = {Parallel Nonnegative {CP} Decomposition of Dense Tensors},
  booktitle = {25th {IEEE} International Conference on High Performance Computing,
               HiPC 2018, Bengaluru, India, December 17-20, 2018},
  pages     = {22--31},
  publisher = {{IEEE}},
  year      = {2018},
  url       = {https://doi.org/10.1109/HiPC.2018.00012},
  doi       = {10.1109/HiPC.2018.00012},
  timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/hipc/BallardHK18.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpp/KayaKB18,
  author    = {Oguz Kaya and
               Ramakrishnan Kannan and
               Grey Ballard},
  title     = {Partitioning and Communication Strategies for Sparse Non-negative
               Matrix Factorization},
  booktitle = {Proceedings of the 47th International Conference on Parallel Processing,
               {ICPP} 2018, Eugene, OR, USA, August 13-16, 2018},
  pages     = {90:1--90:10},
  publisher = {{ACM}},
  year      = {2018},
  url       = {https://doi.org/10.1145/3225058.3225127},
  doi       = {10.1145/3225058.3225127},
  timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/icpp/KayaKB18.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sbac-pad/YoungHRK18,
  author    = {M. Todd Young and
               Jacob D. Hinkle and
               Arvind Ramanathan and
               Ramakrishnan Kannan},
  title     = {HyperSpace: Distributed Bayesian Hyperparameter Optimization},
  booktitle = {30th International Symposium on Computer Architecture and High Performance
               Computing, {SBAC-PAD} 2018, Lyon, France, September 24-27, 2018},
  pages     = {339--347},
  publisher = {{IEEE}},
  year      = {2018},
  url       = {https://doi.org/10.1109/CAHPC.2018.8645954},
  doi       = {10.1109/CAHPC.2018.8645954},
  timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/sbac-pad/YoungHRK18.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1806-07985,
  author    = {Grey Ballard and
               Koby Hayashi and
               Ramakrishnan Kannan},
  title     = {Parallel Nonnegative {CP} Decomposition of Dense Tensors},
  journal   = {CoRR},
  volume    = {abs/1806.07985},
  year      = {2018},
  url       = {http://arxiv.org/abs/1806.07985},
  eprinttype = {arXiv},
  eprint    = {1806.07985},
  timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/corr/abs-1806-07985.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ejivp/AhamedCK17,
  author    = {A. Mohamed Uvaze Ahamed and
               Eswaran Chikkannan and
               Ramakrishnan Kannan},
  title     = {Lossy image compression based on prediction error and vector quantisation},
  journal   = {{EURASIP} J. Image Video Process.},
  volume    = {2017},
  pages     = {35},
  year      = {2017},
  url       = {https://doi.org/10.1186/s13640-017-0184-3},
  doi       = {10.1186/s13640-017-0184-3},
  timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/ejivp/AhamedCK17.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jise/EswaranKA17,
  author    = {C. Eswaran and
               Ramakrishnan Kannan and
               A. Mohamed Uvaze Ahamed},
  title     = {{CBIR} System Based On Prediction Errors},
  journal   = {J. Inf. Sci. Eng.},
  volume    = {33},
  number    = {2},
  pages     = {347--365},
  year      = {2017},
  url       = {https://jise.iis.sinica.edu.tw/JISESearch/pages/View/PaperView.jsf?keyId=155\_2041},
  timestamp = {Fri, 17 Jun 2022 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/jise/EswaranKA17.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/XuLLBK17,
  author    = {Luna Xu and
               Seung{-}Hwan Lim and
               Min Li and
               Ali Raza Butt and
               Ramakrishnan Kannan},
  editor    = {Jian{-}Yun Nie and
               Zoran Obradovic and
               Toyotaro Suzumura and
               Rumi Ghosh and
               Raghunath Nambiar and
               Chonggang Wang and
               Hui Zang and
               Ricardo Baeza{-}Yates and
               Xiaohua Hu and
               Jeremy Kepner and
               Alfredo Cuzzocrea and
               Jian Tang and
               Masashi Toyoda},
  title     = {Scaling up data-parallel analytics platforms: Linear algebraic operation
               cases},
  booktitle = {2017 {IEEE} International Conference on Big Data {(IEEE} BigData 2017),
               Boston, MA, USA, December 11-14, 2017},
  pages     = {273--282},
  publisher = {{IEEE} Computer Society},
  year      = {2017},
  url       = {https://doi.org/10.1109/BigData.2017.8257935},
  doi       = {10.1109/BigData.2017.8257935},
  timestamp = {Fri, 19 Nov 2021 16:08:20 +0100},
  biburl    = {https://dblp.org/rec/conf/bigdataconf/XuLLBK17.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ShinCCLBHKKDPC17,
  author    = {Dear Sungbok Shin and
               Minsuk Choi and
               Jinho Choi and
               Scott Langevin and
               Christopher Bethune and
               Philippe Horne and
               Nathan Kronenfeld and
               Ramakrishnan Kannan and
               Barry L. Drake and
               Haesun Park and
               Jaegul Choo},
  editor    = {Vijay Raghavan and
               Srinivas Aluru and
               George Karypis and
               Lucio Miele and
               Xindong Wu},
  title     = {STExNMF: Spatio-Temporally Exclusive Topic Discovery for Anomalous
               Event Detection},
  booktitle = {2017 {IEEE} International Conference on Data Mining, {ICDM} 2017,
               New Orleans, LA, USA, November 18-21, 2017},
  pages     = {435--444},
  publisher = {{IEEE} Computer Society},
  year      = {2017},
  url       = {https://doi.org/10.1109/ICDM.2017.53},
  doi       = {10.1109/ICDM.2017.53},
  timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/conf/icdm/ShinCCLBHKKDPC17.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/KannanWAP17,
  author    = {Ramakrishnan Kannan and
               Hyenkyun Woo and
               Charu C. Aggarwal and
               Haesun Park},
  editor    = {Nitesh V. Chawla and
               Wei Wang},
  title     = {Outlier Detection for Text Data},
  booktitle = {Proceedings of the 2017 {SIAM} International Conference on Data Mining,
               Houston, Texas, USA, April 27-29, 2017},
  pages     = {489--497},
  publisher = {{SIAM}},
  year      = {2017},
  url       = {https://doi.org/10.1137/1.9781611974973.55},
  doi       = {10.1137/1.9781611974973.55},
  timestamp = {Fri, 04 Oct 2019 16:19:51 +0200},
  biburl    = {https://dblp.org/rec/conf/sdm/KannanWAP17.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/KannanWAP17,
  author    = {Ramakrishnan Kannan and
               Hyenkyun Woo and
               Charu C. Aggarwal and
               Haesun Park},
  title     = {Outlier Detection for Text Data : An Extended Version},
  journal   = {CoRR},
  volume    = {abs/1701.01325},
  year      = {2017},
  url       = {http://arxiv.org/abs/1701.01325},
  eprinttype = {arXiv},
  eprint    = {1701.01325},
  timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/corr/KannanWAP17.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/SukumarKLM16,
  author    = {Sreenivas R. Sukumar and
               Ramakrishnan Kannan and
               Seung{-}Hwan Lim and
               Michael A. Matheson},
  editor    = {James Joshi and
               George Karypis and
               Ling Liu and
               Xiaohua Hu and
               Ronay Ak and
               Yinglong Xia and
               Weijia Xu and
               Aki{-}Hiro Sato and
               Sudarsan Rachuri and
               Lyle H. Ungar and
               Philip S. Yu and
               Rama Govindaraju and
               Toyotaro Suzumura},
  title     = {Kernels for scalable data analysis in science: Towards an architecture-portable
               future},
  booktitle = {2016 {IEEE} International Conference on Big Data {(IEEE} BigData 2016),
               Washington DC, USA, December 5-8, 2016},
  pages     = {1026--1031},
  publisher = {{IEEE} Computer Society},
  year      = {2016},
  url       = {https://doi.org/10.1109/BigData.2016.7840703},
  doi       = {10.1109/BigData.2016.7840703},
  timestamp = {Fri, 19 Nov 2021 16:08:20 +0100},
  biburl    = {https://dblp.org/rec/conf/bigdataconf/SukumarKLM16.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/SukumarMKL16,
  author    = {Sreenivas R. Sukumar and
               Michael A. Matheson and
               Ramakrishnan Kannan and
               Seung{-}Hwan Lim},
  editor    = {James Joshi and
               George Karypis and
               Ling Liu and
               Xiaohua Hu and
               Ronay Ak and
               Yinglong Xia and
               Weijia Xu and
               Aki{-}Hiro Sato and
               Sudarsan Rachuri and
               Lyle H. Ungar and
               Philip S. Yu and
               Rama Govindaraju and
               Toyotaro Suzumura},
  title     = {Mini-apps for high performance data analysis},
  booktitle = {2016 {IEEE} International Conference on Big Data {(IEEE} BigData 2016),
               Washington DC, USA, December 5-8, 2016},
  pages     = {1483--1492},
  publisher = {{IEEE} Computer Society},
  year      = {2016},
  url       = {https://doi.org/10.1109/BigData.2016.7840756},
  doi       = {10.1109/BigData.2016.7840756},
  timestamp = {Wed, 31 Mar 2021 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/bigdataconf/SukumarMKL16.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ppopp/KannanBP16,
  author    = {Ramakrishnan Kannan and
               Grey Ballard and
               Haesun Park},
  editor    = {Rafael Asenjo and
               Tim Harris},
  title     = {A high-performance parallel algorithm for nonnegative matrix factorization},
  booktitle = {Proceedings of the 21st {ACM} {SIGPLAN} Symposium on Principles and
               Practice of Parallel Programming, PPoPP 2016, Barcelona, Spain, March
               12-16, 2016},
  pages     = {9:1--9:11},
  publisher = {{ACM}},
  year      = {2016},
  url       = {https://doi.org/10.1145/2851141.2851152},
  doi       = {10.1145/2851141.2851152},
  timestamp = {Sun, 12 Jun 2022 19:46:08 +0200},
  biburl    = {https://dblp.org/rec/conf/ppopp/KannanBP16.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sc/XuLBSK16,
  author    = {Luna Xu and
               Seung{-}Hwan Lim and
               Ali Raza Butt and
               Sreenivas R. Sukumar and
               Ramakrishnan Kannan},
  title     = {FatMan vs. LittleBoy: Scaling Up Linear Algebraic Operations in Scale-Out
               Data Platforms},
  booktitle = {1st Joint International Workshop on Parallel Data Storage and data
               Intensive Scalable Computing Systems, PDSW-DISCS@SC 2016, Salt Lake,
               UT, USA, November 14, 2016},
  pages     = {25--30},
  publisher = {{IEEE} Computer Society},
  year      = {2016},
  url       = {https://doi.org/10.1109/PDSW-DISCS.2016.009},
  doi       = {10.1109/PDSW-DISCS.2016.009},
  timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/sc/XuLBSK16.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/KannanBP16,
  author    = {Ramakrishnan Kannan and
               Grey Ballard and
               Haesun Park},
  title     = {{MPI-FAUN:} An MPI-Based Framework for Alternating-Updating Nonnegative
               Matrix Factorization},
  journal   = {CoRR},
  volume    = {abs/1609.09154},
  year      = {2016},
  url       = {http://arxiv.org/abs/1609.09154},
  eprinttype = {arXiv},
  eprint    = {1609.09154},
  timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/corr/KannanBP16.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pc/FairbanksKPB15,
  author    = {James P. Fairbanks and
               Ramakrishnan Kannan and
               Haesun Park and
               David A. Bader},
  title     = {Behavioral clusters in dynamic graphs},
  journal   = {Parallel Comput.},
  volume    = {47},
  pages     = {38--50},
  year      = {2015},
  url       = {https://doi.org/10.1016/j.parco.2015.03.002},
  doi       = {10.1016/j.parco.2015.03.002},
  timestamp = {Sat, 22 Feb 2020 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/pc/FairbanksKPB15.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/KannanBP15,
  author    = {Ramakrishnan Kannan and
               Grey Ballard and
               Haesun Park},
  title     = {A High-Performance Parallel Algorithm for Nonnegative Matrix Factorization},
  journal   = {CoRR},
  volume    = {abs/1509.09313},
  year      = {2015},
  url       = {http://arxiv.org/abs/1509.09313},
  eprinttype = {arXiv},
  eprint    = {1509.09313},
  timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/corr/KannanBP15.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kais/KannanIP14,
  author    = {Ramakrishnan Kannan and
               Mariya Ishteva and
               Haesun Park},
  title     = {Bounded matrix factorization for recommender system},
  journal   = {Knowl. Inf. Syst.},
  volume    = {39},
  number    = {3},
  pages     = {491--511},
  year      = {2014},
  url       = {https://doi.org/10.1007/s10115-013-0710-2},
  doi       = {10.1007/s10115-013-0710-2},
  timestamp = {Tue, 06 Jun 2017 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/kais/KannanIP14.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccS/FujimotoGHPKKMNP14,
  author    = {Richard Fujimoto and
               Angshuman Guin and
               Michael Hunter and
               Haesun Park and
               Gaurav Kanitkar and
               Ramakrishnan Kannan and
               Michael Milholen and
               Sabra Neal and
               Philip Pecher},
  editor    = {David Abramson and
               Michael Lees and
               Valeria V. Krzhizhanovskaya and
               Jack J. Dongarra and
               Peter M. A. Sloot},
  title     = {A Dynamic Data Driven Application System for Vehicle Tracking},
  booktitle = {Proceedings of the International Conference on Computational Science,
               {ICCS} 2014, Cairns, Queensland, Australia, 10-12 June, 2014},
  series    = {Procedia Computer Science},
  volume    = {29},
  pages     = {1203--1215},
  publisher = {Elsevier},
  year      = {2014},
  url       = {https://doi.org/10.1016/j.procs.2014.05.108},
  doi       = {10.1016/j.procs.2014.05.108},
  timestamp = {Thu, 08 Jul 2021 16:04:01 +0200},
  biburl    = {https://dblp.org/rec/conf/iccS/FujimotoGHPKKMNP14.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ieeevast/ChooLKLLKSSDP14,
  author    = {Jaegul Choo and
               Changhyun Lee and
               Hannah Kim and
               Hanseung Lee and
               Zhicheng Liu and
               Ramakrishnan Kannan and
               Charles D. Stolper and
               John T. Stasko and
               Barry L. Drake and
               Haesun Park},
  editor    = {Min Chen and
               David S. Ebert and
               Chris North},
  title     = {VisIRR: Visual analytics for information retrieval and recommendation
               with large-scale document data},
  booktitle = {9th {IEEE} Conference on Visual Analytics Science and Technology,
               {IEEE} {VAST} 2014, Paris, France, October 25-31, 2014},
  pages     = {243--244},
  publisher = {{IEEE} Computer Society},
  year      = {2014},
  url       = {https://doi.org/10.1109/VAST.2014.7042511},
  doi       = {10.1109/VAST.2014.7042511},
  timestamp = {Wed, 04 Nov 2020 08:42:44 +0100},
  biburl    = {https://dblp.org/rec/conf/ieeevast/ChooLKLLKSSDP14.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/KannanIP12,
  author    = {Ramakrishnan Kannan and
               Mariya Ishteva and
               Haesun Park},
  editor    = {Mohammed Javeed Zaki and
               Arno Siebes and
               Jeffrey Xu Yu and
               Bart Goethals and
               Geoffrey I. Webb and
               Xindong Wu},
  title     = {Bounded Matrix Low Rank Approximation},
  booktitle = {12th {IEEE} International Conference on Data Mining, {ICDM} 2012,
               Brussels, Belgium, December 10-13, 2012},
  pages     = {319--328},
  publisher = {{IEEE} Computer Society},
  year      = {2012},
  url       = {https://doi.org/10.1109/ICDM.2012.131},
  doi       = {10.1109/ICDM.2012.131},
  timestamp = {Wed, 16 Oct 2019 14:14:51 +0200},
  biburl    = {https://dblp.org/rec/conf/icdm/KannanIP12.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/GhotingKPK11,
  author    = {Amol Ghoting and
               Prabhanjan Kambadur and
               Edwin P. D. Pednault and
               Ramakrishnan Kannan},
  editor    = {Chid Apt{\'{e}} and
               Joydeep Ghosh and
               Padhraic Smyth},
  title     = {{NIMBLE:} a toolkit for the implementation of parallel data mining
               and machine learning algorithms on mapreduce},
  booktitle = {Proceedings of the 17th {ACM} {SIGKDD} International Conference on
               Knowledge Discovery and Data Mining, San Diego, CA, USA, August 21-24,
               2011},
  pages     = {334--342},
  publisher = {{ACM}},
  year      = {2011},
  url       = {https://doi.org/10.1145/2020408.2020464},
  doi       = {10.1145/2020408.2020464},
  timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/conf/kdd/GhotingKPK11.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/DasPDK11,
  author    = {Mahashweta Das and
               Deepak Padmanabhan and
               Prasad Deshpande and
               Ramakrishnan Kannan},
  title     = {Fast Rule Mining Over Multi-Dimensional Windows},
  booktitle = {Proceedings of the Eleventh {SIAM} International Conference on Data
               Mining, {SDM} 2011, April 28-30, 2011, Mesa, Arizona, {USA}},
  pages     = {582--593},
  publisher = {{SIAM} / Omnipress},
  year      = {2011},
  url       = {https://doi.org/10.1137/1.9781611972818.50},
  doi       = {10.1137/1.9781611972818.50},
  timestamp = {Tue, 12 Mar 2019 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/conf/sdm/DasPDK11.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/comad/BigusCDKMNPPSTW09,
  author    = {Joseph P. Bigus and
               Upendra Chitnis and
               Prasad M. Deshpande and
               Ramakrishnan Kannan and
               Mukesh K. Mohania and
               Sumit Negi and
               Deepak Padmanabhan and
               Edwin P. D. Pednault and
               Soujanya Soni and
               Bipen K. Telkar and
               Brian F. White},
  editor    = {Sanjay Chawla and
               Kamalakar Karlapalem and
               Vikram Pudi},
  title     = {{CRM} Analytics Framework},
  booktitle = {Proceedings of the 15th International Conference on Management of
               Data, December 9-12, 2009, International School of Information Management,
               Mysore, India},
  publisher = {Computer Society of India},
  year      = {2009},
  url       = {http://www.cse.iitb.ac.in/\%7Ecomad/2009/proceedings/R2\_2.pdf},
  timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/conf/comad/BigusCDKMNPPSTW09.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wecwis/KannanGSN09,
  author    = {Ramakrishnan Kannan and
               Dinesh Garg and
               Karthik Subbian and
               Y. Narahari},
  editor    = {Birgit Hofreiter and
               Hannes Werthner},
  title     = {Nash Bargaining Based Ad Networks for Sponsored Search Auctions},
  booktitle = {2009 {IEEE} Conference on Commerce and Enterprise Computing, {CEC}
               2009, Vienna, Austria, July 20-23, 2009},
  pages     = {170--175},
  publisher = {{IEEE} Computer Society},
  year      = {2009},
  url       = {https://doi.org/10.1109/CEC.2009.46},
  doi       = {10.1109/CEC.2009.46},
  timestamp = {Wed, 16 Oct 2019 14:14:54 +0200},
  biburl    = {https://dblp.org/rec/conf/wecwis/KannanGSN09.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/case/KannanGSN08,
  author    = {Ramakrishnan Kannan and
               Dinesh Garg and
               Karthik Subbian and
               Yadati Narahari},
  title     = {A Nash bargaining approach to retention enhancing bid optimization
               in sponsored search auctions with discrete bids},
  booktitle = {2008 {IEEE} International Conference on Automation Science and Engineering,
               {IEEE} {CASE} 2008, Washington, DC, USA, August 23-26, 2008},
  pages     = {1007--1012},
  publisher = {{IEEE}},
  year      = {2008},
  url       = {https://doi.org/10.1109/COASE.2008.4626517},
  doi       = {10.1109/COASE.2008.4626517},
  timestamp = {Wed, 16 Oct 2019 14:14:53 +0200},
  biburl    = {https://dblp.org/rec/conf/case/KannanGSN08.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ejasp/KannanE07,
  author    = {Ramakrishnan Kannan and
               C. Eswaran},
  title     = {Lossless Compression Schemes for {ECG} Signals Using Neural Network
               Predictors},
  journal   = {{EURASIP} J. Adv. Signal Process.},
  volume    = {2007},
  year      = {2007},
  url       = {https://doi.org/10.1155/2007/35641},
  doi       = {10.1155/2007/35641},
  timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/ejasp/KannanE07.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/apsec/SubbianKGN07,
  author    = {Karthik Subbian and
               Ramakrishnan Kannan and
               Raghav Kumar Gautam and
               Y. Narahari},
  title     = {Incentive Compatible Mechanisms for Group Ticket Allocation in Software
               Maintenance Services},
  booktitle = {14th Asia-Pacific Software Engineering Conference {(APSEC} 2007),
               5-7 December 2007, Nagoya, Japan},
  pages     = {270--277},
  publisher = {{IEEE} Computer Society},
  year      = {2007},
  url       = {https://doi.org/10.1109/APSEC.2007.64},
  doi       = {10.1109/APSEC.2007.64},
  timestamp = {Wed, 16 Oct 2019 14:14:50 +0200},
  biburl    = {https://dblp.org/rec/conf/apsec/SubbianKGN07.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
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