Addressing Algorithmic Bottlenecks in Elastic Machine Learning with Chicle

no code implementations • 11 Sep 2019 • Michael Kaufmann, Kornilios Kourtis, Celestine Mendler-Dünner, Adrian Schüpbach, Thomas Parnell

To address this, we propose Chicle, a new elastic distributed training framework which exploits the nature of machine learning algorithms to implement elasticity and load balancing without micro-tasks.

BIG-bench Machine Learning Fairness