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MLI: An API for Distributed Machine Learning.

E. Sparks, A. Talwalkar, V. Smith, J. Kottalam, X. Pan, J. Gonzalez, M. Franklin, M. Jordan, and T. Kraska. CoRR, (2013)

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Alchemist: An Apache Spark ⇔ MPI interface.A. Gittens, K. Rothauge, S. Wang, M. Mahoney, J. Kottalam, L. Gerhardt, Prabhat, M. Ringenburg, and K. Maschhoff. Concurrency and Computation: Practice and Experience, (2019)Matrix factorizations at scale: A comparison of scientific data analytics in spark and C+MPI using three case studies.A. Gittens, A. Devarakonda, E. Racah, M. Ringenburg, L. Gerhardt, J. Kottalam, J. Liu, K. Maschhoff, S. Canon, J. Chhugani and 7 other author(s). BigData, page 204-213. IEEE Computer Society, (2016)A Multi-Platform Evaluation of the Randomized CX Low-Rank Matrix Factorization in Spark.A. Gittens, J. Kottalam, J. Yang, M. Ringenburg, J. Chhugani, E. Racah, M. Singh, Y. Yao, C. Fischer, O. Rübel and 5 other author(s). IPDPS Workshops, page 1403-1412. IEEE Computer Society, (2016)Alchemist: An Apache Spark MPI Interface.A. Gittens, K. Rothauge, S. Wang, M. Mahoney, J. Kottalam, L. Gerhardt, Prabhat, M. Ringenburg, and K. Maschhoff. CoRR, (2018)Accelerating Large-Scale Data Analysis by Offloading to High-Performance Computing Libraries using Alchemist.A. Gittens, K. Rothauge, S. Wang, M. Mahoney, L. Gerhardt, Prabhat, J. Kottalam, M. Ringenburg, and K. Maschhoff. KDD, page 293-301. ACM, (2018)MLI: An API for Distributed Machine Learning.E. Sparks, A. Talwalkar, V. Smith, J. Kottalam, X. Pan, J. Gonzalez, M. Franklin, M. Jordan, and T. Kraska. ICDM, page 1187-1192. IEEE Computer Society, (2013)Rethinking Data-Intensive Science Using Scalable Analytics Systems.F. Nothaft, M. Massie, T. Danford, Z. Zhang, U. Laserson, C. Yeksigian, J. Kottalam, A. Ahuja, J. Hammerbacher, M. Linderman and 3 other author(s). SIGMOD Conference, page 631-646. ACM, (2015)Matrix Factorization at Scale: a Comparison of Scientific Data Analytics in Spark and C+MPI Using Three Case Studies.A. Gittens, A. Devarakonda, E. Racah, M. Ringenburg, L. Gerhardt, J. Kottalam, J. Liu, K. Maschhoff, S. Canon, J. Chhugani and 7 other author(s). CoRR, (2016)

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Disambiguation of "Kottalam, Jey"

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MLI: An API for Distributed Machine Learning.

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Disambiguation of "Kottalam, Jey"

copydeleteadd this publication to your clipboardcommunity posthistory of this postURLDOIBibTeXEndNoteAPAChicagoDIN 1505HarvardMSOffice XML MLI: An API for Distributed Machine Learning.

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MLI: An API for Distributed Machine Learning.