Parameter servers

Links to the open source servers:

1)Parameter server (CMU, Mu Li & Alex Smola) https://github.com/dmlc/parameter_server

2)Petuum (CMU, Eric Xing) http://petuum.github.io/

3)DistML (Intel, Yunlong He) https://github.com/intel-machine-learning/DistML

4)PS on Spark (Alibaba, Qiping Li) https://issues.apache.org/jira/browse/SPARK-6932

Links to the other servers described in research papers:

1)DistBelief (Google, Jeff Dean et al.) http://static.googleusercontent.com/media/research.google.com/en//archive/large_deep_networks_nips2012.pdf

2)Project Adam (MS, Trishul Chilimbi et al.) https://www.usenix.org/system/files/conference/osdi14/osdi14-paper-chilimbi.pdf

3)Factorbird (Stanford, Reza Zadeh) http://stanford.edu/~rezab/papers/factorbird.pdf