| Extremely fast decision tree mining for evolving data streams A Bifet, J Zhang, W Fan, C He, J Zhang, J Qian, G Holmes, B Pfahringer Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge …, 2017 | 100 | 2017 |
| VENUS: Vertex-centric streamlined graph computation on a single PC J Cheng, Q Liu, Z Li, W Fan, JCS Lui, C He 2015 IEEE 31st International Conference on Data Engineering, 1131-1142, 2015 | 91 | 2015 |
| Piecewise linear approximation of streaming time series data with max-error guarantees G Luo, K Yi, SW Cheng, Z Li, W Fan, C He, Y Mu 2015 IEEE 31st international conference on data engineering, 173-184, 2015 | 85 | 2015 |
| Predicting node failures in an ultra-large-scale cloud computing platform: an aiops solution Y Li, ZM Jiang, H Li, AE Hassan, C He, R Huang, Z Zeng, M Wang, ... ACM Transactions on Software Engineering and Methodology (TOSEM) 29 (2), 1-24, 2020 | 76 | 2020 |
| Streamdm: Advanced data mining in spark streaming A Bifet, S Maniu, J Qian, G Tian, C He, W Fan 2015 IEEE International Conference on Data Mining Workshop (ICDMW), 1608-1611, 2015 | 66 | 2015 |
| A panoramic view of 3G data/control-plane traffic: Mobile device perspective X He, PPC Lee, L Pan, C He, JCS Lui NETWORKING 2012: 11th International IFIP TC 6 Networking Conference, Prague …, 2012 | 35 | 2012 |
| An {In-Depth} Study of Correlated Failures in Production {SSD-Based} Data Centers S Han, PPC Lee, F Xu, Y Liu, C He, J Liu 19th USENIX Conference on File and Storage Technologies (FAST 21), 417-429, 2021 | 34 | 2021 |
| Toward adaptive disk failure prediction via stream mining S Han, PPC Lee, Z Shen, C He, Y Liu, T Huang 2020 IEEE 40th International Conference on Distributed Computing Systems …, 2020 | 29 | 2020 |
| General feature selection for failure prediction in large-scale SSD deployment F Xu, S Han, PPC Lee, Y Liu, C He, J Liu 2021 51st Annual IEEE/IFIP International Conference on Dependable Systems …, 2021 | 27 | 2021 |
| An in-depth analysis of 3G traffic and performance Z Hu, YC Chen, L Qiu, G Xue, H Zhu, N Zhang, C He, L Pan, C He Proceedings of the 5th Workshop on All Things Cellular: Operations …, 2015 | 22 | 2015 |
| A weighted crowdsourcing approach for network quality measurement in cellular data networks Y Li, J Gao, PPC Lee, L Su, C He, C He, F Yang, W Fan IEEE Transactions on Mobile Computing 16 (2), 300-313, 2016 | 21 | 2016 |
| Fine-grained dissection of WeChat in cellular networks Q Huang, PPC Lee, C He, J Qian, C He 2015 IEEE 23rd international symposium on quality of service (IWQoS), 309-318, 2015 | 21 | 2015 |
| Characterization of 3G control-plane signaling overhead from a data-plane perspective L Qian, EWW Chan, PPC Lee, C He Proceedings of the 15th ACM international conference on Modeling, analysis …, 2012 | 20 | 2012 |
| Saliency-aware dual embedded attention network for multivariate time-series forecasting in information technology operations J Li, F Tan, C He, Z Wang, H Song, P Hu, X Luo IEEE Transactions on Industrial Informatics, 2023 | 13 | 2023 |
| Robust data preprocessing for machine-learning-based disk failure prediction in cloud production environments S Han, J Wu, E Xu, C He, PPC Lee, Y Qiang, Q Zheng, T Huang, Z Huang, ... arXiv preprint arXiv:1912.09722, 2019 | 13 | 2019 |
| An intelligent customer care assistant system for large-scale cellular network diagnosis L Pan, J Zhang, PPC Lee, H Cheng, C He, C He, K Zhang Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge …, 2017 | 11 | 2017 |
| SAND: A fault-tolerant streaming architecture for network traffic analytics Q Liu, JCS Lui, C He, L Pan, W Fan, Y Shi Journal of Systems and Software 122, 553-563, 2016 | 11 | 2016 |
| Data category identification method and apparatus based on deep neural network G Tian, HE Cheng, W Fan US Patent 10,296,827, 2019 | 9 | 2019 |
| Automated intelligent healing in cloud-scale data centers R Li, Z Cheng, PPC Lee, P Wang, Y Qiang, L Lan, C He, J Lu, M Wang, ... 2021 40th International Symposium on Reliable Distributed Systems (SRDS …, 2021 | 7 | 2021 |
| StreamDFP: a general stream mining framework for adaptive disk failure prediction S Han, PPC Lee, Z Shen, C He, Y Liu, T Huang IEEE Transactions on Computers 72 (2), 520-534, 2022 | 6 | 2022 |
