Published in Sustainable Computing: Informatics and Systems, 2021
Recommended citation: Everman, Brad, Narmadha Rajendran, Xiaomin Li, and Ziliang Zong. "Improving the cost efficiency of large-scale cloud systems running hybrid workloads-A case study of Alibaba cluster traces." Sustainable Computing: Informatics and Systems 30 (2021): 100528.
Published in IEEE Transactions on Parallel and Distributed Systems, 2020
Recommended citation: Blakeney, Cody, Xiaomin Li, Yan Yan, and Ziliang Zong. "Parallel blockwise knowledge distillation for deep neural network compression." IEEE Transactions on Parallel and Distributed Systems 32, no. 7 (2020): 1765-1776.
Published in 2020 7th IEEE International Conference on Cyber Security and Cloud Computing (CSCloud)/2020 6th IEEE International Conference on Edge Computing and Scalable Cloud (EdgeCom), 2020
Recommended citation: Blakeney, Cody, Xiaomin Li, Yan Yan, and Ziliang Zong. "Craft distillation: Layer-wise convolutional neural network distillation." In 2020 7th IEEE International Conference on Cyber Security and Cloud Computing (CSCloud)/2020 6th IEEE International Conference on Edge Computing and Scalable Cloud (EdgeCom), pp. 252-257. IEEE, 2020.
Published in The Resource-Constrained Machine Learning Workshop in conjunction with IEEE Conference on Machine Learning and Systems (MLSys’ 20), 2020
Recommended citation: Li, Xiaomin, Cody Blakeney, and Ziliang Zong. "Transfer Learning with Fine-grained Sparse Networks: From an Efficient Network Perspective." In The Resource-Constrained Machine Learning Workshop in conjunction with IEEE Conference on Machine Learning and Systems (MLSys’ 20). 2020.