DRLCap: Runtime GPU Frequency Capping with Deep Reinforcement Learning
2024 IEEE TSUSC
Yiming Wang , Meng Hao , Hui He , Weizhe Zhang , Qiuyuan Tang , Xiaoyang Sun , Zheng Wang
GNNRI: detecting anomalous social network users through heterogeneous information networks and user relevance exploration
2024 International Journal of Machine Learning and Cybernetics
Yangyang Li, Xinyue Sun, Renyu Yang, Xiaoyang Sun, Shiru Chen, Shuhai Wang, Md Zakirul Alam Bhuiyan, Albert Y. Zomaya, Jie Xu
Affinity-Aware Capacity Planning for Scheduling Long-Running Applications in Shared Clusters
2023 JPDC
Clement Mommessin, Renyu Yang, Natalia V Shakhlevich, Xiaoyang Sun, Satish Kumar, Junqing Xiao, Jie Xu
QoS-Aware Co-Scheduling for Distributed Long-Running Applications on Shared Clusters
2022 IEEE TPDS (CCF A)
Zhu, Jianyong ; Yang, Renyu; Sun, Xiaoyang; Wo, Tianyu; Hu, Chunming; Peng, Hao; Xiao, Junqing; Zomaya, Albert; Xu, Jie
STRONGHOLD: Fast and Affordable Billion-scale Deep Learning Model Training
2022 IEEE/ACM Super Computing (SC) (CCF A)
Xiaoyang Sun, Wei Wang, Shenghao Qiu, Renyu Yang, Songfang Huang, Jie Xu, Zheng Wang
AIACC-Training: Optimizing Distributed Deep Learning Training through Multi-streamed and Concurrent Gradient Communications
2022 IEEE International Conference on Distributed Computing Systems (ICDCS)
Lixiang Lin, Shenghao Qiu, Ziqi Yu, Liang You, Long Xin, Xiaoyang Sun, Jie Xu, Zheng Wang
Automated Conformance Testing for JavaScript Engines via Deep Compiler Fuzzing
2021 ACM SIGPLAN Conference on Programming Language Design and Implementation (PLDI) (CCF A)
Guixin Ye, Zhanyong Tang, Shin Hwei Tan, Dingyi Fang, Xiaoyang Sun, Lizhong Bian, Songfang Huang, Haibo Wang, Zheng Wang
PRComm: Anti-interference Cross-Technology Communication Based on Pseudo-random Sequence
2021 International Conference on Information Processing in Sensor Networks (IPSN)
Wei Wang, Dingsheng He, Wan Jia, Xiaojiang Chen, Tao Gu, Haiyan Liu, Xiaoyang Sun, Guannan Chen, Fuping Wu
Performance-aware Speculative Resource Oversubscription for Large-scale Clusters
2020 IEEE Transactions on Parallel and Distributed Systems (TPDS) (CCF A)
Renyu Yang, Chunming Hu, Xiaoyang Sun, Peter Garraghan, Tianyu Wo, Zhenyu Wen, Hao Peng , Jie Xu, and Chao Li
ROSE: Efficient Cluster Scheduling through Speculative Resource Overselling
2018 IEEE International Conference on Distributed Computing Systems (ICDCS)
Xiaoyang Sun, Chunming Hu, Renyu Yang, Peter Garraghan, Tianyu Wo, Jie Xu, Jianyong Zhu, Chao Li
ROSE: Cluster Scheduling through Efficient Resouce OverSElling (Poster)
2017 ACM Symposium on Operating Systems Principles (SOSP) (CCF A)
Xiaoyang Sun, Chunming Hu, Renyu Yang, Peter Garraghan, Chao Li.