Wei Rang, Huanghung Liang, Ye Wang, Xiaobo Zhou, and Dazhao Cheng. "A Unified Hybrid Memory System for Scalable Deep Learning and Big Data Applications"
Journal of Parallel and Distributed Computing (JPDC).
Wei Rang, Donglin Yang, Zhimin Li, and Dazhao Cheng. "Scalable Data Management on Hybrid Memory System for Deep Neural Network Applications"
IEEE International Conference on Big Data (BigData), 2021.
Wei Rang, Donglin Yang, Dazhao Cheng. "Dependency-aware Tensor Scheduler for Industrial AI Applications"
Industrial Electronics Magazine (IEM).
Wei Rang, Donglin Yang, Dazhao Cheng, Yu Wang. "Data Life Aware Model Updating Strategy for Stream-Based Online Deep Learning"
Transactions on Parallel and Distributed Systems (TPDS).
Wei Rang, Donglin Yang, Dazhao Cheng. "A Shared Memory Cache Layer across Multiple Executors in Apache Spark"
IEEE International Conference on Big Data (BigData), 2020.
Wei Rang, Donglin Yang, Dazhao Cheng, Kun Suo, Wei Chen. "Data Life Aware Model Updating Strategy for Stream-based Online Deep Learning"
IEEE International Conference on Cluster (Cluster), 2020.
Donglin Yang, Dazhao Cheng, Wei Rang. "Mitigating Stragglers in the Decentralized Training on Heterogeneous Clusters"
ACM/IFIP International Conference on Middleware (Middleware), 2020.
Donglin Yang, Wei Rang and Dazhao Cheng. "Elastic Executor Provisioning for Iterative Workloads on Apache Spark"
IEEE International Conference on Big Data (BigData), 2019.
Donglin Yang, Wei Rang, Dazhao Cheng, Yu Wang. "Joint Optimization of MapReduce Scheduling and Network Policy in Hierarchical Data Centers."
Transactions on Cloud Computing (TCC).
Donglin Yang, Wei Rang and Dazhao Cheng. "Joint optimization of mapreduce scheduling and network policy in hierarchical clouds"
Proceedings of the 47th International Conference on Parallel Processing (ICPP). ACM, 2018.
Jane Geisler-Lee, Xian Liu, Wei Rang et al. "Image-Based Analysis to Dissect Vertical Distribution and Horizontal Asymmetry of
Conspecific Root System Interactions in Response to Planting Densities, Nutrients and Root Exudates in Arabidopsis thaliana"
Plants 6.4 (2017): 46.
