A Survey on Distributed Machine Learning

DIANNE: a modular framework for designing, training and deploying deep neural networks on heterogeneous distributed infrastructure

(2018) Elias De Coninck et al.   JOURNAL OF SYSTEMS AND SOFTWARE

Apache Spark

(2016) Matei Zaharia et al.   COMMUNICATIONS OF THE ACM

A Stochastic Quasi-Newton Method for Large-Scale Optimization

(2016) R. H. Byrd et al.   SIAM JOURNAL ON OPTIMIZATION

A survey of machine learning for big data processing

(2016) Junfei Qiu et al.   EURASIP Journal on Advances in Signal Processing

Strategies and Principles of Distributed Machine Learning on Big Data

(2016) Eric P. Xing et al.   Engineering

Distributed evolutionary algorithms and their models: A survey of the state-of-the-art

(2015) Yue-Jiao Gong et al.   APPLIED SOFT COMPUTING

Coordinate descent algorithms

(2015) Stephen J. Wright   MATHEMATICAL PROGRAMMING

Evaluation of machine learning classifiers for mobile malware detection

(2014) Fairuz Amalina Narudin et al.   SOFT COMPUTING

Predicting drug-target interactions from chemical and genomic kernels using Bayesian matrix factorization

(2012) M. Gonen   BIOINFORMATICS

Probabilistic topic models

(2012) David M. Blei   COMMUNICATIONS OF THE ACM

Gossip learning with linear models on fully distributed data

(2012) Róbert Ormándi et al.   CONCURRENCY AND COMPUTATION-PRACTICE & EXPERIENCE

Parallel approaches to machine learning—A comprehensive survey

(2012) Sujatha R. Upadhyaya   JOURNAL OF PARALLEL AND DISTRIBUTED COMPUTING

AIOLOS: Middleware for improving mobile application performance through cyber foraging

(2012) Tim Verbelen et al.   JOURNAL OF SYSTEMS AND SOFTWARE

Matrix Factorization Techniques for Recommender Systems

(2009) Yehuda Koren et al.   COMPUTER

Fuzzy-UCS: A Michigan-Style Learning Fuzzy-Classifier System for Supervised Learning

(2008) A. Orriols-Puig et al.   IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION

Bandwidth optimal all-reduce algorithms for clusters of workstations

(2008) Pitch Patarasuk et al.   JOURNAL OF PARALLEL AND DISTRIBUTED COMPUTING