Parameter Server on Flink, an approach for model-parallel machine learning - D. Berecz & G. Hermann
Lecture 24 Parameter Server
Effective Parallelisation for Machine Learning
Introducing SageMaker Model Parallelism - AWS re:Invent 2020
Introducing FlinkML - Boris Lublinsky & Stavros Kontopoulos (Lightbend)
OSDI '14 - Scaling Distributed Machine Learning with the Parameter Server
Mu Li, Baidu-Scaling Distributed Machine Learning with the Parameter Server
distributed machine learning , deep learning
ML Lunch (March 10): More effective distributed ML via a stale synchronous parallel parameter server
Glint: An Asynchronous Parameter Server for Spark (Rolf Jagerman)
#BDAM: Introduction to large-scale Machine Learning with Apache Flink, by Theodoros Vasiloudis, SICS
Distinguished Lecturer : Eric Xing - Strategies & Principles for Distributed Machine Learning
Lesson 009 Parameter Server
PR-283: Herring: Rethinking the Parameter Server at Scale for the Cloud
Efficient Data-Parallel Computing on Small Heterogeneous Clusters
Bring Flink to Large Scale Production - Xiaowei Jiang (Alibaba)
Theodore Vasiloudis: FlinkML: Large-scale machine learning with Apache Flink. @ SICS Software Week.
Flink Forward 2016: Kostas Tzoumas & Stephan Ewen - Keynote
MIA: Matei Zaharia, Scaling analysis with Apache Spark; Tim Poterba, Jon Bloom, Distributed compute
Alchemist - An Apache Spark : MPI Interface - Nick Pentreath