CYCLADES: Conflict-free Asynchronous Machine Learning

Xinghao Pan, Maximilian Lam, Stephen Tu +6

We present CYCLADES, a general framework for parallelizing stochastic optimization algorithms in a shared memory setting. CYCLADES is asynchronous during shared model updates, and…