Abhimanu Kumar

Petuum: A New Platform for Distributed Machine Learning on Big Data

Eric P. Xing, Qirong Ho, Wei Dai et al. · IEEE Transactions on Big Data · 2015 · 392 citations

Cluster Computing, Engineering, Machine Learning +24

Exploiting bounded staleness to speed up Big Data analytics

Henggang Cui, James Cipar, Qirong Ho et al. · Research Showcase @ Carnegie Mellon University (Carnegie Mellon University) · 2014 · 128 citations

Cluster Computing, Engineering, Machine Learning +23

Petuum

Eric P. Xing, Qirong Ho, Wei Dai et al. · 2015 · 119 citations

Cluster Computing, Engineering, Machine Learning +17

F<scp>lexi</scp>F<scp>a</scp>CT: Scalable Flexible Factorization of Coupled Tensors on Hadoop

Alex Beutel, Partha Talukdar, Abhimanu Kumar et al. · 2014 · 105 citations

High-Performance Distributed ML at Scale through Parameter Server Consistency Models

Wei Dai, Abhimanu Kumar, Jinliang Wei et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2015 · 81 citations · Full text

Artificial Intelligence, Cluster Computing, Engineering +19