Aditya Devarakonda

Orcid: 0000-0002-8251-9150

According to our database1, Aditya Devarakonda authored at least 14 papers between 2012 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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PhD thesis 
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Links

On csauthors.net:

Bibliography

2024
Scalable Dual Coordinate Descent for Kernel Methods.
CoRR, 2024

Sequential and Shared-Memory Parallel Algorithms for Partitioned Local Depths.
Proceedings of the 2024 SIAM Conference on Parallel Processing for Scientific Computing, 2024

2020
Avoiding Communication in Logistic Regression.
Proceedings of the 27th IEEE International Conference on High Performance Computing, 2020

2019
Avoiding Communication in Primal and Dual Block Coordinate Descent Methods.
SIAM J. Sci. Comput., 2019

2018
Avoiding Communication in First Order Methods for Optimization.
PhD thesis, 2018

Avoiding Synchronization in First-Order Methods for Sparse Convex Optimization.
Proceedings of the 2018 IEEE International Parallel and Distributed Processing Symposium, 2018

Reducing Communication in Proximal Newton Methods for Sparse Least Squares Problems.
Proceedings of the 47th International Conference on Parallel Processing, 2018

2017
AdaBatch: Adaptive Batch Sizes for Training Deep Neural Networks.
CoRR, 2017

Avoiding Communication in Proximal Methods for Convex Optimization Problems.
CoRR, 2017

2016
Matrix Factorization at Scale: a Comparison of Scientific Data Analytics in Spark and C+MPI Using Three Case Studies.
CoRR, 2016

Matrix factorizations at scale: A comparison of scientific data analytics in spark and C+MPI using three case studies.
Proceedings of the 2016 IEEE International Conference on Big Data (IEEE BigData 2016), 2016

2014
Architecting an autograder for parallel code.
Proceedings of the Annual Conference of the Extreme Science and Engineering Discovery Environment, 2014

2013
Cloud Paradigms and Practices for Computational and Data-Enabled Science and Engineering.
Comput. Sci. Eng., 2013

2012
Cloud federation in a layered service model.
J. Comput. Syst. Sci., 2012


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