Cluster management framework for autonomic machine learning platform

Autonomic machine learning platforms must provide the necessary management tasks while monitoring the execution status of remotely running machine learning tasks and the performance of the model being trained. In this paper, we design a cluster management framework. The proposed cluster management framework monitors distributed computing resources so that it helps the autonomic machine learning platform to select the proper machine learning algorithm and to execute the proper machine learning model.