BibTeX records: Aditya Devarakonda

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@article{DBLP:journals/corr/abs-2307-16652,
  author       = {Aditya Devarakonda and
                  Grey Ballard},
  title        = {Sequential and Shared-Memory Parallel Algorithms for Partitioned Local
                  Depths},
  journal      = {CoRR},
  volume       = {abs/2307.16652},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2307.16652},
  doi          = {10.48550/ARXIV.2307.16652},
  eprinttype    = {arXiv},
  eprint       = {2307.16652},
  timestamp    = {Wed, 02 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2307-16652.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/hipc/DevarakondaD20,
  author       = {Aditya Devarakonda and
                  James Demmel},
  title        = {Avoiding Communication in Logistic Regression},
  booktitle    = {27th {IEEE} International Conference on High Performance Computing,
                  Data, and Analytics, HiPC 2020, Pune, India, December 16-19, 2020},
  pages        = {91--100},
  publisher    = {{IEEE}},
  year         = {2020},
  url          = {https://doi.org/10.1109/HiPC50609.2020.00023},
  doi          = {10.1109/HIPC50609.2020.00023},
  timestamp    = {Sun, 25 Jul 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/hipc/DevarakondaD20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2011-08281,
  author       = {Aditya Devarakonda and
                  James Demmel},
  title        = {Avoiding Communication in Logistic Regression},
  journal      = {CoRR},
  volume       = {abs/2011.08281},
  year         = {2020},
  url          = {https://arxiv.org/abs/2011.08281},
  eprinttype    = {arXiv},
  eprint       = {2011.08281},
  timestamp    = {Wed, 18 Nov 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2011-08281.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/siamsc/DevarakondaFDM19,
  author       = {Aditya Devarakonda and
                  Kimon Fountoulakis and
                  James Demmel and
                  Michael W. Mahoney},
  title        = {Avoiding Communication in Primal and Dual Block Coordinate Descent
                  Methods},
  journal      = {{SIAM} J. Sci. Comput.},
  volume       = {41},
  number       = {1},
  pages        = {C1--C27},
  year         = {2019},
  url          = {https://doi.org/10.1137/17M1134433},
  doi          = {10.1137/17M1134433},
  timestamp    = {Thu, 30 Jul 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/siamsc/DevarakondaFDM19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@phdthesis{DBLP:phd/basesearch/Devarakonda18,
  author       = {Aditya Devarakonda},
  title        = {Avoiding Communication in First Order Methods for Optimization},
  school       = {University of California, Berkeley, {USA}},
  year         = {2018},
  url          = {http://www.escholarship.org/uc/item/3rm6d2mf},
  timestamp    = {Tue, 09 Oct 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/phd/basesearch/Devarakonda18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/icpp/SooriDBDGD18,
  author       = {Saeed Soori and
                  Aditya Devarakonda and
                  Zachary Blanco and
                  James Demmel and
                  Mert G{\"{u}}rb{\"{u}}zbalaban and
                  Maryam Mehri Dehnavi},
  title        = {Reducing Communication in Proximal Newton Methods for Sparse Least
                  Squares Problems},
  booktitle    = {Proceedings of the 47th International Conference on Parallel Processing,
                  {ICPP} 2018, Eugene, OR, USA, August 13-16, 2018},
  pages        = {22:1--22:10},
  publisher    = {{ACM}},
  year         = {2018},
  url          = {https://doi.org/10.1145/3225058.3225131},
  doi          = {10.1145/3225058.3225131},
  timestamp    = {Mon, 16 Sep 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icpp/SooriDBDGD18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/ipps/DevarakondaFDM18,
  author       = {Aditya Devarakonda and
                  Kimon Fountoulakis and
                  James Demmel and
                  Michael W. Mahoney},
  title        = {Avoiding Synchronization in First-Order Methods for Sparse Convex
                  Optimization},
  booktitle    = {2018 {IEEE} International Parallel and Distributed Processing Symposium,
                  {IPDPS} 2018, Vancouver, BC, Canada, May 21-25, 2018},
  pages        = {409--418},
  publisher    = {{IEEE} Computer Society},
  year         = {2018},
  url          = {https://doi.org/10.1109/IPDPS.2018.00051},
  doi          = {10.1109/IPDPS.2018.00051},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/ipps/DevarakondaFDM18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-1710-08883,
  author       = {Saeed Soori and
                  Aditya Devarakonda and
                  James Demmel and
                  Mert G{\"{u}}rb{\"{u}}zbalaban and
                  Maryam Mehri Dehnavi},
  title        = {Avoiding Communication in Proximal Methods for Convex Optimization
                  Problems},
  journal      = {CoRR},
  volume       = {abs/1710.08883},
  year         = {2017},
  url          = {http://arxiv.org/abs/1710.08883},
  eprinttype    = {arXiv},
  eprint       = {1710.08883},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1710-08883.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-1712-02029,
  author       = {Aditya Devarakonda and
                  Maxim Naumov and
                  Michael Garland},
  title        = {AdaBatch: Adaptive Batch Sizes for Training Deep Neural Networks},
  journal      = {CoRR},
  volume       = {abs/1712.02029},
  year         = {2017},
  url          = {http://arxiv.org/abs/1712.02029},
  eprinttype    = {arXiv},
  eprint       = {1712.02029},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1712-02029.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-1712-06047,
  author       = {Aditya Devarakonda and
                  Kimon Fountoulakis and
                  James Demmel and
                  Michael W. Mahoney},
  title        = {Avoiding Synchronization in First-Order Methods for Sparse Convex
                  Optimization},
  journal      = {CoRR},
  volume       = {abs/1712.06047},
  year         = {2017},
  url          = {http://arxiv.org/abs/1712.06047},
  eprinttype    = {arXiv},
  eprint       = {1712.06047},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1712-06047.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/bigdataconf/GittensDRRGKLMC16,
  author       = {Alex Gittens and
                  Aditya Devarakonda and
                  Evan Racah and
                  Michael F. Ringenburg and
                  Lisa Gerhardt and
                  Jey Kottalam and
                  Jialin Liu and
                  Kristyn J. Maschhoff and
                  Shane Canon and
                  Jatin Chhugani and
                  Pramod Sharma and
                  Jiyan Yang and
                  James Demmel and
                  Jim Harrell and
                  Venkat Krishnamurthy and
                  Michael W. Mahoney and
                  Prabhat},
  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        = {Matrix factorizations at scale: {A} comparison of scientific data
                  analytics in spark and {C+MPI} using three case studies},
  booktitle    = {2016 {IEEE} International Conference on Big Data {(IEEE} BigData 2016),
                  Washington DC, USA, December 5-8, 2016},
  pages        = {204--213},
  publisher    = {{IEEE} Computer Society},
  year         = {2016},
  url          = {https://doi.org/10.1109/BigData.2016.7840606},
  doi          = {10.1109/BIGDATA.2016.7840606},
  timestamp    = {Fri, 19 Nov 2021 16:08:20 +0100},
  biburl       = {https://dblp.org/rec/conf/bigdataconf/GittensDRRGKLMC16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/GittensDRRGKLMC16,
  author       = {Alex Gittens and
                  Aditya Devarakonda and
                  Evan Racah and
                  Michael F. Ringenburg and
                  Lisa Gerhardt and
                  Jey Kottalam and
                  Jialin Liu and
                  Kristyn J. Maschhoff and
                  Shane Canon and
                  Jatin Chhugani and
                  Pramod Sharma and
                  Jiyan Yang and
                  James Demmel and
                  Jim Harrell and
                  Venkat Krishnamurthy and
                  Michael W. Mahoney and
                  Prabhat},
  title        = {Matrix Factorization at Scale: a Comparison of Scientific Data Analytics
                  in Spark and {C+MPI} Using Three Case Studies},
  journal      = {CoRR},
  volume       = {abs/1607.01335},
  year         = {2016},
  url          = {http://arxiv.org/abs/1607.01335},
  eprinttype    = {arXiv},
  eprint       = {1607.01335},
  timestamp    = {Tue, 17 Dec 2019 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/GittensDRRGKLMC16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/DevarakondaFDM16,
  author       = {Aditya Devarakonda and
                  Kimon Fountoulakis and
                  James Demmel and
                  Michael W. Mahoney},
  title        = {Avoiding communication in primal and dual block coordinate descent
                  methods},
  journal      = {CoRR},
  volume       = {abs/1612.04003},
  year         = {2016},
  url          = {http://arxiv.org/abs/1612.04003},
  eprinttype    = {arXiv},
  eprint       = {1612.04003},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/DevarakondaFDM16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/xsede/CarbunescuDDGAM14,
  author       = {Razvan Carbunescu and
                  Aditya Devarakonda and
                  James Demmel and
                  Steven I. Gordon and
                  Jay Alameda and
                  Susan Mehringer},
  editor       = {Scott A. Lathrop and
                  Jay Alameda},
  title        = {Architecting an autograder for parallel code},
  booktitle    = {Annual Conference of the Extreme Science and Engineering Discovery
                  Environment, {XSEDE} '14, Atlanta, GA, {USA} - July 13 - 18, 2014},
  pages        = {68:1--68:8},
  publisher    = {{ACM}},
  year         = {2014},
  url          = {https://doi.org/10.1145/2616498.2616571},
  doi          = {10.1145/2616498.2616571},
  timestamp    = {Mon, 26 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/xsede/CarbunescuDDGAM14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/cse/ParasharARD13,
  author       = {Manish Parashar and
                  Moustafa AbdelBaky and
                  Ivan Rodero and
                  Aditya Devarakonda},
  title        = {Cloud Paradigms and Practices for Computational and Data-Enabled Science
                  and Engineering},
  journal      = {Comput. Sci. Eng.},
  volume       = {15},
  number       = {4},
  pages        = {10--18},
  year         = {2013},
  url          = {https://doi.org/10.1109/MCSE.2013.49},
  doi          = {10.1109/MCSE.2013.49},
  timestamp    = {Thu, 12 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/cse/ParasharARD13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/jcss/VillegasBRDLDFSP12,
  author       = {David Villegas and
                  Norman Bobroff and
                  Ivan Rodero and
                  Javier Delgado and
                  Yanbin Liu and
                  Aditya Devarakonda and
                  Liana Fong and
                  Seyed Masoud Sadjadi and
                  Manish Parashar},
  title        = {Cloud federation in a layered service model},
  journal      = {J. Comput. Syst. Sci.},
  volume       = {78},
  number       = {5},
  pages        = {1330--1344},
  year         = {2012},
  url          = {https://doi.org/10.1016/j.jcss.2011.12.017},
  doi          = {10.1016/J.JCSS.2011.12.017},
  timestamp    = {Tue, 16 Feb 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/jcss/VillegasBRDLDFSP12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
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