Cheng He
Cheng He
Alibaba
Verified email at alibaba-inc.com
Title
Cited by
Cited by
Year
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
712015
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
542017
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
422015
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
402015
A panoramic view of 3G data/control-plane traffic: Mobile device perspective
X He, PPC Lee, L Pan, C He, JCS Lui
International Conference on Research in Networking, 318-330, 2012
362012
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
212015
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
202012
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
192015
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
172016
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
112020
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
102016
Toward adaptive disk failure prediction via stream mining
S Han, PPC Lee, Z Shen, C He, Y Liu, T Huang
Proceedings of IEEE ICDCS, 2020
62020
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
42019
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
42017
Nim: Scalable distributed stream process system on mobile network data
L Pan, J Qian, C He, W Fan, C He, F Yang
2013 IEEE 13th International Conference on Data Mining Workshops, 1101-1104, 2013
42013
Method and device for compressing flow data
Z Li, G Luo, K Yi, W Fan, HE Cheng
US Patent 9,768,801, 2017
22017
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
12021
Data processing method in stream computing system, control node, and stream computing system
Y Shi, M Xia, HE Cheng
US Patent 10,097,595, 2018
12018
{DNA} Data Storage and Near-Molecule Processing for the Yottabyte Era
L Ceze, K Strauss, PPC Lee, F Xu, A Sikaria, Y Liu, P Zakharov, C He, ...
19th {USENIX} Conference on File and Storage Technologies ({FAST} 21), 417-429, 2021
2021
Summary of PAKDD CUP 2020: From Organizers’ Perspective
C He, Y Liu, T Huang, F Xu, J Liu, S Han, PPC Lee, P Wang
AI Ops Competition, 130-142, 2020
2020
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Articles 1–20