Author:
Ju Peizhong,Lin Xiaojun,Shroff Ness B.
Publisher
Springer International Publishing
Reference41 articles.
1. J. Wang, H. Liang, G. Joshi, Overlap local-sgd: An algorithmic approach to hide communication delays in distributed sgd, in ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (IEEE, 2020), pp. 8871–8875
2. J. Wang, Q. Liu, H. Liang, G. Joshi, H.V. Poor, Tackling the objective inconsistency problem in heterogeneous federated optimization. Adv. Neural Inf. Process. Syst. 33, 7611–7623 (2020)
3. K. Lee, M. Lam, R. Pedarsani, D. Papailiopoulos, K. Ramchandran, Speeding up distributed machine learning using codes. IEEE Trans. Inf. Theory 64(3), 1514–1529 (2017)
4. R. Tandon, Q. Lei, A.G. Dimakis, N. Karampatziakis, Gradient coding: avoiding stragglers in distributed learning, in International Conference on Machine Learning. PMLR (2017), pp. 3368–3376
5. G. Li, S. K.S. Hari, M. Sullivan, T. Tsai, K. Pattabiraman, J. Emer, S.W. Keckler, Understanding error propagation in deep learning neural network (dnn) accelerators and applications, in Proceedings of the International Conference for High Performance Computing, Networking, Storage and Analysis (2017), pp. 1–12