Peng Chen

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 29

Top Topics

Web Service Composition

Source Separation

Multivariate Time Series

Convergence Analysis

Top Venues

Future Gener. Comput. Syst.

J. Cloud Comput.

Publications

Yujia Song, Ruyue Xin, Peng Chen, Rui Zhang, Juan Chen, Zhiming Zhao
Autonomous selection of the fault classification models for diagnosing microservice applications. Future Gener. Comput. Syst. 153 (2024)
Juan Chen, Rui Zhang, Peng Chen, Jianhua Ren, Zongling Wu, Yang Wang, Xi Li, Ling Xiong
MTG_CD: Multi-scale learnable transformation graph for fault classification and diagnosis in microservices. J. Cloud Comput. 13 (1) (2024)
Sibo Qi, Juan Chen, Peng Chen, Peian Wen, Xianhua Niu, Lei Xu
An efficient GAN-based predictive framework for multivariate time series anomaly prediction in cloud data centers. J. Supercomput. 80 (1) (2024)
Ruyue Xin, Peng Chen, Paola Grosso, Zhiming Zhao
A fine-grained robust performance diagnosis framework for run-time cloud applications. Future Gener. Comput. Syst. 155 (2024)
Junfeng Hao, Peng Chen, Juan Chen, Xi Li
Multi-task federated learning-based system anomaly detection and multi-classification for microservices architecture. Future Gener. Comput. Syst. 159 (2024)
Zhaobin Ouyang, Yunni Xia, Qinglan Peng, Yin Li, Peng Chen, Xu Wang
A Novel Deep Federated Learning-Based and Profit-Driven Service Caching Method. CollaborateCom (3) (2023)
Sibo Qi, Juan Chen, Peng Chen, Peian Wen, Wenyu Shan, Ling Xiong
An Effective WGAN-Based Anomaly Detection Model for IoT Multivariate Time Series. PAKDD (1) (2023)
Hongyun Liu, Ruyue Xin, Peng Chen, Hui Gao, Paola Grosso, Zhiming Zhao
Robust-PAC time-critical workflow offloading in edge-to-cloud continuum among heterogeneous resources. J. Cloud Comput. 12 (1) (2023)
Yawen Li, Xiaoning Sun, Yunni Xia, Peng Chen, Yin Li, Qinglan Peng
M-MNFT: A Novel Modified (m, n)-Fault Tolerance Approach for Service Migration in Vehicular Edge Computing. SSE (2023)
Hongyun Liu, Peng Chen, Xue Ouyang, Hui Gao, Bing Yan, Paola Grosso, Zhiming Zhao
Robustness challenges in Reinforcement Learning based time-critical cloud resource scheduling: A Meta-Learning based solution. Future Gener. Comput. Syst. 146 (2023)
Lei Liu, Zheng Pei, Peng Chen, Hang Luo, Zhisheng Gao, Kang Feng, Zhihao Gan
An Efficient GAN-Based Multi-classification Approach for Financial Time Series Volatility Trend Prediction. Int. J. Comput. Intell. Syst. 16 (1) (2023)
Yujia Song, Ruyue Xin, Peng Chen, Rui Zhang, Juan Chen, Zhiming Zhao
Identifying performance anomalies in fluctuating cloud environments: A robust correlative-GNN-based explainable approach. Future Gener. Comput. Syst. 145 (2023)
Sibo Qi, Juan Chen, Peng Chen, Jie Li, Wenyu Shan, Peian Wen
An Effective Dynamic Cost-Sensitive Weighting Based Anomaly Multi-classification Model for Imbalanced Multivariate Time Series. WISE (2023)
Ruyue Xin, Peng Chen, Zhiming Zhao
CausalRCA: Causal inference based precise fine-grained root cause localization for microservice applications. J. Syst. Softw. 203 (2023)
Xiaoning Sun, Peng Chen, Mengxuan Dai, Yunni Xia, Wanbo Zheng, Jianqi Li, Hong Xie, Xiaodong Fu, Kai Peng, Xianhua Niu, Juan Chen
A Novel Outlier-Tolerable and Predictive Approach to Web Service Composition. ICWS (2022)
Xifeng Xu, Peng Chen, Yunni Xia, Mei Long, Qinglan Peng, Tingyan Long
MRoCO: A Novel Approach to Structured Application Scheduling with a Hybrid Vehicular Cloud-Edge Environment. SCC (2022)
Ruyue Xin, Simon Stallinga, Hongyun Liu, Peng Chen, Zhiming Zhao
Provenance-enhanced Root Cause Analysis for Jupyter Notebooks. UCC (2022)
Liangyao Tang, Peng Chen, Ruilong Yang, Yunni Xia, Ning Jiang, Yin Li, Hong Xie
A Novel Approach to Taxi-GPS-Trace-Aware Bus Network Planning. CollaborateCom (1) (2021)
Peng Chen, Yunni Xia, Chun Yu
A Novel Reinforcement-Learning-Based Approach to Workflow Scheduling Upon Infrastructure-as-a-Service Clouds. Int. J. Web Serv. Res. 18 (1) (2021)
Yi Pan, Shu Wang, Lei Wu, Yunni Xia, Wanbo Zheng, Shanchen Pang, Ziyang Zeng, Peng Chen, Yawen Li
A Novel Approach to Scheduling Workflows Upon Cloud Resources with Fluctuating Performance. Mob. Networks Appl. 25 (2) (2020)
Zhenxing Wang, Wanbo Zheng, Peng Chen, Yong Ma, Yunni Xia, Wei Liu, Xiaobo Li, Kunyin Guo
A Novel Coevolutionary Approach to Reliability Guaranteed Multi-Workflow Scheduling upon Edge Computing Infrastructures. Secur. Commun. Networks 2020 (2020)
Yuyin Ma, Junyang Zhang, Shu Wang, Yunni Xia, Peng Chen, Lei Wu, Wanbo Zheng
A Novel Approach to Cost-Efficient Scheduling of Multi-workflows in the Edge Computing Environment with the Proximity Constraint. ICA3PP (1) (2019)
Yuandou Wang, Hang Liu, Wanbo Zheng, Yunni Xia, Yawen Li, Peng Chen, Kunyin Guo, Hong Xie
Multi-Objective Workflow Scheduling With Deep-Q-Network-Based Multi-Agent Reinforcement Learning. IEEE Access 7 (2019)
Qinglan Peng, Yunni Xia, Feng Zeng, Jia Lee, Chunrong Wu, Xin Luo, Wanbo Zheng, Hui Liu, Yidan Qin, Peng Chen
Mobility-Aware and Migration-Enabled Online Edge User Allocation in Mobile Edge Computing. ICWS (2019)
Weiling Li, Yunni Xia, Wanbo Zheng, Peng Chen, Jia Lee, Yawen Li
Optimal Device Management Service Selection in Internet-of-Things. CollaborateCom (2019)
Peng Chen, Lei Wu, Dezhong Peng, Xiaoyue Gong, Victor Hugo C. de Albuquerque
An Improved Minor Component Analysis Algorithm Based on Convergence Analysis of 5G Multi-Dimensional Signals. IEEE Access 7 (2019)
Li Zhu, Yuandou Wang, Wanbo Zheng, Lei Wu, Ye Yuan, Peng Chen, Yunni Xia
Percentile performance analysis of infrastructure-as-a-service clouds with task retrials. ICNSC (2017)
Peng Chen, Dezhong Peng, Liangli Zhen, Yifan Luo, Yong Xiang
Underdetermined Blind Separation by Combining Sparsity and Independence of Sources. IEEE Access 5 (2017)
Liangli Zhen, Dezhong Peng, Zhang Yi, Yong Xiang, Peng Chen
Underdetermined Blind Source Separation Using Sparse Coding. IEEE Trans. Neural Networks Learn. Syst. 28 (12) (2017)
Shucheng Dai, Changjie Tang, Mingfang Zhu, Yu Chen, Peng Chen, Shaojie Qiao, Chuan Li
MERGE: A Novel Evolutionary Algorithm Based on Multi Expression Gene Programming. ICNC (1) (2008)
Tao Zeng, Changjie Tang, Yong Xiang, Peng Chen, Yintian Liu
A Model of Immune Gene Expression Programming for Rule Mining. J. Univers. Comput. Sci. 13 (10) (2007)
Jiangtao Qiu, Changjie Tang, Tao Zeng, Shaojie Qiao, Jie Zuo, Peng Chen, Jun Zhu
A Novel Text Classification Approach Based on Enhanced Association Rule. ADMA (2007)
Jiangtao Qiu, Changjie Tang, Lei Duan, Chuan Li, Shaojie Qiao, Peng Chen, Qihong Liu
An Efficient Algorithm for Distributed Incremental Updating of Frequent Item-Sets on Massive Database. WISE Workshops (2006)