Analysis and Implementation of an Asynchronous Optimization Algorithm for the Parameter Server

Arda Aytekin, Hamid Reza Feyzmahdavian, Mikael Johansson

This paper presents an asynchronous incremental aggregated gradient algorithm and its implementation in a parameter server framework for solving regularized optimization problems.…