Aditya Devarakonda
Title
Cited by
Cited by
Year
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
2482012
Adabatch: Adaptive batch sizes for training deep neural networks
A Devarakonda, M Naumov, M Garland
arXiv preprint arXiv:1712.02029, 2017
872017
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
822013
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
612016
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
132019
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
82017
Cloud Paradigm and Practices for CDS&E
M Parashar, M AbdelBaky, I Rodero, A Devarakonda
Cloud and Autonomic Computing Center Research Report, 2012
82012
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
72018
AdaBatch: Adaptive batch sizes for training deep neural networks. arXiv 2017
A Devarakonda, M Naumov, M Garland
arXiv preprint arXiv:1712.02029, 0
6
Prabhat. 2016. Matrix factorization at scale: A comparison of scientific data analytics in spark and C+ MPI using three case studies (pp. 1–26)
A Gittens, A Devarakonda, E Racah, M Ringenburg, L Gerhardt, ...
IEEE International Conference on Big Data (Big Data), 0
5
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
32014
Massive Parallelization of SAT Solvers
N Totla, A Devarakonda
2
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
12018
Avoiding communication in first order methods for optimization
A Devarakonda
University of California, Berkeley, 2018
12018
Avoiding Communication in Logistic Regression
A Devarakonda, J Demmel
2020 IEEE 27th International Conference on High Performance Computing, Data …, 2020
2020
Hashmi, Jahanzeb Maqbool 111 He, Pan 51 Hughey, Stephen 41 Hundt, Christian 11
A Ilic, G Ballard, DS Banerjee, T Banerjee, L Bautista-Gomez, HA Beadle, ...
JCSS Special Issue: Cloud Computing 2011
J Chen, L Wang, L Wu, SK Garg, R Buyya, R Tolosana-Calasanz, ...
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