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
2412012
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
812013
Adabatch: Adaptive batch sizes for training deep neural networks
A Devarakonda, M Naumov, M Garland
arXiv preprint arXiv:1712.02029, 2017
712017
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
592016
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
122019
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 communication in proximal methods for convex optimization problems
S Soori, A Devarakonda, J Demmel, M Gurbuzbalaban, MM Dehnavi
arXiv preprint arXiv:1710.08883, 2017
72017
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
62018
AdaBatch: Adaptive batch sizes for training deep neural networks. arXiv 2017
A Devarakonda, M Naumov, M Garland
arXiv preprint arXiv:1712.02029, 0
5
Prabhat. 2016. Matrix Factorization at Scale: a Comparison of Scientific Data Analytics in Spark and C+ MPI Using Three Case Studies. CoRR abs/1607.01335 (2016)
A Gittens, A Devarakonda, E Racah, MF Ringenburg, L Gerhardt, ...
3
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
22014
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
UC Berkeley, 2018
12018
Avoiding Communication in Logistic Regression
A Devarakonda, J Demmel
arXiv preprint arXiv:2011.08281, 2020
2020
JCSS Special Issue: Cloud Computing 2011
J Chen, L Wang, L Wu, SK Garg, R Buyya, R Tolosana-Calasanz, ...
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