Pulkit Grover

Cross-Iteration Coded Computing

2018

We introduce the idea of cross-iteration coded computing, an approach to reducing communication costs for a large class of distributed iterative algorithms involving linear operations, including gradient descent and accelerated gradient descent for quadratic loss …