Throughput Prediction of Asynchronous SGD in TensorFlow. - Zhuojin Li; Wumo Yan; Marco Paolieri; Leana Golubchik (ICPE, 2020)

Predicting Throughput of Distributed Stochastic Gradient Descent. - Zhuojin Li; Marco Paolieri; Leana Golubchik; Sung-Han Lin; Wumo Yan (IEEE Trans. Parallel Distributed Syst., 2022)