Impala: A Modern, Open-Source SQL Engine for Hadoop. M Kornacker, A Behm, V Bittorf, T Bobrovytsky, C Ching, A Choi, ... Cidr 1, 9, 2015 | 450 | 2015 |
An asynchronous parallel stochastic coordinate descent algorithm J Liu, S Wright, C Ré, V Bittorf, S Sridhar International Conference on Machine Learning, 469-477, 2014 | 438 | 2014 |
Mlperf training benchmark P Mattson, C Cheng, G Diamos, C Coleman, P Micikevicius, D Patterson, ... Proceedings of Machine Learning and Systems 2, 336-349, 2020 | 323 | 2020 |
Factoring nonnegative matrices with linear programs B Recht, C Re, J Tropp, V Bittorf Advances in neural information processing systems 25, 2012 | 285 | 2012 |
Brainwash: A Data System for Feature Engineering. MR Anderson, D Antenucci, V Bittorf, M Burgess, MJ Cafarella, A Kumar, ... Cidr, 2013 | 149 | 2013 |
Impala: A modern, open-source sql engine for hadoop M Bittorf, T Bobrovytsky, C Erickson, MGD Hecht, M Kuff, DKA Leblang, ... Proceedings of the 7th biennial conference on innovative data systems …, 2015 | 64 | 2015 |
Federated benchmarking of medical artificial intelligence with MedPerf A Karargyris, R Umeton, MJ Sheller, A Aristizabal, J George, A Wuest, ... Nature machine intelligence 5 (7), 799-810, 2023 | 43 | 2023 |
An approximate, efficient LP solver for LP rounding S Sridhar, S Wright, C Re, J Liu, V Bittorf, C Zhang Advances in Neural Information Processing Systems 26, 2013 | 28 | 2013 |
Medperf: open benchmarking platform for medical artificial intelligence using federated evaluation A Karargyris, R Umeton, MJ Sheller, A Aristizabal, J George, S Bala, ... arXiv preprint arXiv:2110.01406, 2021 | 20 | 2021 |
Michael and Yoder. 2015. Impala: A Modern, Open-Source SQL Engine for Hadoop M Kornacker, A Behm, V Bittorf, T Bobrovytsky, C Ching, A Choi, ... CIDR, 0 | 2 | |
Impala: Eine moderne, quellen-offene SQL Engine für Hadoop M Kornacker, A Behm, V Bittorf, T Bobrovytsky, C Ching, A Choi, ... Big Data: Grundlagen, Systeme und Nutzungspotenziale, 159-178, 2016 | 1 | 2016 |
Tradeoffs in Main-Memory Statistical Analytics from Impala to DimmWitted. V Bittorf, M Kornacker, C Ré, C Zhang IMDM@ VLDB, 55-56, 2014 | 1 | 2014 |