Publication Analyzing Information Leakage of Updates to Natural Language Models Santiago Zanella-Béguelin, Lukas Wutschitz, Shruti Tople, Victor Ruehle, Andrew Paverd, Olga Ohrimenko, Boris Köpf, Marc Brockschmidt ACM Conference on Computer and Communication Security (CCS) | November 2020 Project
Publication Estimating GPU Memory Consumption of Deep Learning Models Yanjie Gao, Yu Liu, Hongyu Zhang, Zhengxian Li, Yonghao Zhu, Haoxiang Lin, Mao Yang ESEC/FSE 2020 | November 2020 The 28th ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering, Industry Track Project
Publication How to mitigate the incident? an effective troubleshooting guide recommendation technique for online service systems. Jiajun Jiang, Weihai Lu, Junjie Chen, Qingwei Lin 林庆维, Pu Zhao, Yu Kang, Hongyu Zhang, Yingfei Xiong, Feng Gao, Zhangwei Xu, Yingnong Dang, Dongmei Zhang 2020 Foundations of Software Engineering | November 2020
Publication Cooperative and Stochastic Multi-Player Multi-Armed Bandit: Optimal Regret With Neither Communication Nor Collisions Sébastien Bubeck, Thomas Budzinski, Mark Sellke COLT 2021 | November 2020
Publication Enhancing the Interoperability between Deep Learning Frameworks by Model Conversion Yu Liu, Cheng Chen, Ru Zhang, Tingting Qin, Xiang Ji, Haoxiang Lin, Mao Yang ESEC/FSE 2020 | November 2020 The 28th ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering, Industry Track Github Project
Publication Towards intelligent incident management: why we need it and how we make it Zhuangbin Chen, Yu Kang, Liqun Li, Xu Zhang, Hongyu Zhang, Hui Xu, Yangfan Zhou, Li Yang, Jeffrey Sun, Zhangwei Xu, Yingnong Dang, Feng Gao, Pu Zhao, Bo Qiao, Qingwei Lin 林庆维, Dongmei Zhang, Michael R. Lyu 2020 Foundations of Software Engineering | November 2020
Publication Efficient incident identification from multi-dimensional issue reports via meta-heuristic search Jiazhen Gu, Chuan Luo, Si Qin, Bo Qiao, Qingwei Lin 林庆维, Hongyu Zhang, Ze Li, Yingnong Dang, Shaowei Cai, Wei Wu, Yangfan Zhou, Murali Chintalapati, Dongmei Zhang ESEC/FSE’20 | November 2020 Project
Publication Identifying linked incidents in large-scale online service systems Yujun Chen, Xian Yang, Hang Dong, Xiaoting He, Hongyu Zhang, Qingwei Lin 林庆维, Junjie Chen, Pu Zhao, Yu Kang, Feng Gao, Zhangwei Xu, Dongmei Zhang 2020 Foundations of Software Engineering | November 2020
Publication Spectral Temporal Graph Neural Network for Multivariate Time-series Forecasting Defu Cao, Yujing Wang, Juanyong Duan, Ce Zhang, Xia Zhu, Congrui Huang, Yunhai Tong, Bixiong Xu, Jing Bai, Jie Tong, Qi Zhang NeurIPS 2020 | November 2020
Publication Heterogeneity-Aware Cluster Scheduling Policies for Deep Learning Workloads Deepak Narayanan, Keshav Santhanam, Fiodar Kazhamiaka, Amar Phanishayee, Matei Zaharia USENIX Symposium on Operating Systems Design and Implementation (OSDI 2020) | November 2020 Project