Aditya Devarakonda

Cloud federation in a layered service model

David Villegas, Norman Bobroff, Iván Rodero et al. · Journal of Computer and System Sciences · 2012 · 195 citations

Cluster Computing, Engineering, Edge Computing +5

AdaBatch: Adaptive Batch Sizes for Training Deep Neural Networks

Aditya Devarakonda, Maxim Naumov, Michael Garland · arXiv (Cornell University) · 2017 · 105 citations · Full text

Batch Size, Deep Neural Networks, Engineering +14

Cloud Paradigms and Practices for Computational and Data-Enabled Science and Engineering

Manish Parashar, Moustafa AbdelBaky, Iván Rodero et al. · Computing in Science & Engineering · 2013 · 64 citations

Cluster Computing, Engineering, Cloud Computing Architecture +24

Matrix factorizations at scale: A comparison of scientific data analytics in spark and C+MPI using three case studies

Alex Gittens, Aditya Devarakonda, Evan Racah et al. · 2016 · 44 citations

Cluster Computing, Matrix Factorizations, Engineering +23

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

Alex Gittens, Aditya Devarakonda, Evan Racah et al. · arXiv (Cornell University) · 2016 · 16 citations · Full text

Cluster Computing, Engineering, Computer Architecture +24