Cloud federation in a layered service model D Villegas, N Bobroff, I Rodero, J Delgado, Y Liu, A Devarakonda, L Fong, ... Journal of Computer and System Sciences 78 (5), 1330-1344, 2012 | 272 | 2012 |
Adabatch: Adaptive batch sizes for training deep neural networks A Devarakonda, M Naumov, M Garland arXiv preprint arXiv:1712.02029, 2017 | 179 | 2017 |
Cloud paradigms and practices for computational and data-enabled science and engineering M Parashar, M AbdelBaky, I Rodero, A Devarakonda Computing in Science & Engineering 15 (4), 10-18, 2013 | 103 | 2013 |
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, ... 2016 IEEE International Conference on Big Data (Big Data), 204-213, 2016 | 86 | 2016 |
Avoiding communication in primal and dual block coordinate descent methods A Devarakonda, K Fountoulakis, J Demmel, MW Mahoney SIAM Journal on Scientific Computing 41 (1), C1-C27, 2019 | 18 | 2019 |
Avoiding communication in proximal methods for convex optimization problems S Soori, A Devarakonda, J Demmel, M Gurbuzbalaban, MM Dehnavi arXiv preprint arXiv:1710.08883, 2017 | 8 | 2017 |
Avoiding synchronization in first-order methods for sparse convex optimization A Devarakonda, K Fountoulakis, J Demmel, MW Mahoney 2018 IEEE International Parallel and Distributed Processing Symposium (IPDPS …, 2018 | 7 | 2018 |
Reducing communication in proximal Newton methods for sparse least squares problems S Soori, A Devarakonda, Z Blanco, J Demmel, M Gurbuzbalaban, ... Proceedings of the 47th International Conference on Parallel Processing, 1-10, 2018 | 5 | 2018 |
Architecting an autograder for parallel code R Carbunescu, A Devarakonda, J Demmel, S Gordon, J Alameda, ... Proceedings of the 2014 Annual Conference on Extreme Science and Engineering …, 2014 | 4 | 2014 |
Massive Parallelization of SAT Solvers N Totla, A Devarakonda | 2 | |
Avoiding communication in logistic regression A Devarakonda, J Demmel 2020 IEEE 27th international conference on high performance computing, data …, 2020 | 1 | 2020 |
Avoiding communication in first order methods for optimization A Devarakonda University of California, Berkeley, 2018 | 1 | 2018 |
Scalable Dual Coordinate Descent for Kernel Methods Z Shao, A Devarakonda arXiv preprint arXiv:2406.18001, 2024 | | 2024 |
Sequential and Shared-Memory Parallel Algorithms for Partitioned Local Depths A Devarakonda, G Ballard arXiv preprint arXiv:2307.16652, 2023 | | 2023 |