Peng Chen

85 papers A 11B 8C 3Misc 1Journal 44Unranked 18
YearRankTypeTitle / Venue / Authors
2026 J jnl
Adaptively diagnosing system faults in microservice architecture: An autonomous predictive model construction framework.
Future Gener. Comput. Syst.
Peng Chen, Yujia Song, Yunni Xia
2026 J jnl
CICFormer: An efficient unsupervised performance anomaly detection model based on temporal context attention and interactive convolution for fluctuating cloud environments.
Future Gener. Comput. Syst.
Xuelian Xie, Peng Chen, Xi Li, Ang Bian, Juan Chen, Linqiao Huang
2026 J jnl
Dynamic graph convolution and interaction network for traffic flow forecasting.
J. Supercomput.
Hongxia He, Xi Li, Peng Chen, Wenyu Shan, Shufeng Cao, Lei Wu
2026 J jnl
Gated Memory-Guided Multi-scale spatio-temporal-spectral feature fusion network for unsupervised Internet of Things time series anomaly detection.
Eng. Appl. Artif. Intell.
Peng You, Peng Chen, Xi Li, Ang Bian
2026 J jnl
MODIFy : A multi-modal anomaly diagnosis framework with diffusion-enhanced adaptive fusion in microservices.
J. Syst. Softw.
Wujian Zhang, Ruyue Xin, Peng Chen, Xi Li, Ang Bian, Yibin Zhao, Zhiming Zhao
2025 A conf
AMSES: A Novel Autonomic Model Construction Framework for System Fault Diagnosis of Microservice Architecture.
ICWS
Yujia Song, Peng Chen, Yunni Xia, Hui Liu, Yong Ma, Xiqiao Lin
2025 — conf
Auxiliary Variables Enhanced Intra- and Inter-series Tokenization for Multivariate Time Series Forecasting.
APWeb-WAIM (4)
Linqiao Huang, Xi Li, Peng Chen, Ang Bian, Yibo Zhang, Xuelian Xie, Hong Xie
2025 J jnl
Content Caching for IoT Devices by Using Self-Feedback Adversarial Semi-Bandits Learning.
IEEE Trans Autom. Sci. Eng.
Jinpeng Li, Peng Chen, Yunni Xia, MengChu Zhou, Yong Ma, Yumin Dong, Hui Liu, Qinglan Peng, Xifeng Xu
2025 J jnl
DT-DGSL: dynamic transformer using denoising graph structure learning for IoT time series anomaly detection.
J. Supercomput.
Peng You, Xinxin Wang, Peng Chen, Lei Wu, Juan Chen, Xi Li, Shengke Zeng, Huangyining Gao
2025 A conf
Dynamic Community Interest-Aware Caching in Vehicular Edge Computing: A Spatio-Temporal Topic Modeling and Potential Game-Based Approach.
ICWS
Han Zhao, Yong Ma, Kunyin Guo, Yunni Xia, Yuyin Ma, Peng Chen, Yunye Wan
2025 J jnl
Effectively detecting and diagnosing distributed multivariate time series anomalies via Unsupervised Federated Hypernetwork.
Inf. Process. Manag.
Junfeng Hao, Peng Chen, Juan Chen, Xi Li
2025 J jnl
Memory-augment graph transformer based unsupervised detection model for identifying performance anomalies in highly-dynamic cloud environments.
J. Cloud Comput.
Huangyining Gao, Ruyue Xin, Peng Chen, Xi Li, Ning Lu, Peng You
2025 J jnl
P2PPO: parallel residual network and prioritized experience replay enhanced PPO for task offloading and resource allocation in SatEC.
J. Supercomput.
Jie Zhong, Juan Chen, Zongling Wu, Peng Chen, Di Tian, Xi Li
2025 J jnl
PKEST: Public-Key Encryption With Similarity Test for Medical Consortia Cloud Computing.
IEEE Trans. Cloud Comput.
Junsong Chen, Shengke Zeng, Song Han, Jin Yin, Peng Chen
2025 J jnl
Parallel heterogeneous graph learning based internet of things multivariate time series anomaly detection and explanation via cross-channel feature fusion.
J. Supercomput.
Qinghui Xi, Xi Li, Peng Chen, Juan Chen, Xianhua Niu, Lei Xu
2025 J jnl
Planning bus networks by exploiting GPS trajectories collected by IoT-enabled vehicles.
Int. J. Commun. Syst.
Xiaomei Zhang, Peng Chen, Liangyao Tang, Yunni Xia, Jianqi Li, Ning Jiang, Hong Xie, Qing Xia, Lei Wu
2025 B conf
Towards An Unsupervised Federated Hypernetwork Method for Distributed Anomaly Identification in Industrial IoT Environment.
IJCNN
Junfeng Hao, Peng Chen, Xi Li
2025 J jnl
Trustworthy AI-based Performance Diagnosis Systems for Cloud Applications: A Review.
ACM Comput. Surv.
Ruyue Xin, Jingye Wang, Peng Chen, Zhiming Zhao
2024 A conf
A Novel Redundant Service Caching and Task Offloading Method in Mobile Edge Computing.
ICWS
Zhaobin Ouyang, Yunni Xia, Jingpeng Li, Jiafeng Feng, Yang Yu, Ke Zhang, Xifeng Xu, Yong Ma, Peng Chen, Xiaobo Li
2024 J jnl
A fine-grained robust performance diagnosis framework for run-time cloud applications.
Future Gener. Comput. Syst.
Ruyue Xin, Peng Chen, Paola Grosso, Zhiming Zhao
2024 J jnl
An Effective Transformation-Encoding-Attention Framework for Multivariate Time Series Anomaly Detection in IoT Environment.
Mob. Networks Appl.
Rui Zhang, Juan Chen, Yujia Song, Wenyu Shan, Peng Chen, Yunni Xia
2024 J jnl
An effective parallel convolutional anomaly multi-classification model for fault diagnosis in microservice system.
Softw. Qual. J.
Xi Li, Peian Wen, Peng Chen, Juan Chen, Xuming Wen, Yunni Xia
2024 J jnl
An efficient GAN-based predictive framework for multivariate time series anomaly prediction in cloud data centers.
J. Supercomput.
Sibo Qi, Juan Chen, Peng Chen, Peian Wen, Xianhua Niu, Lei Xu
2024 J jnl
Autonomous selection of the fault classification models for diagnosing microservice applications.
Future Gener. Comput. Syst.
Yujia Song, Ruyue Xin, Peng Chen, Rui Zhang, Juan Chen, Zhiming Zhao
2024 C conf
DEFD: Dual-Entity Fuzzy Deduplication for Untrusted Environments.
PST
Zehui Tang, Shengke Zeng, Song Han, Qi Yu, Shihai Jiang, Peng Chen
2024 — conf
Deep Reinforcement Learning-Based Dependent Task Offloading for QoS Optimization in Satellite Edge Computing.
WISE (3)
Di Tian, Juan Chen, Peng Chen, Jie Zhong, Xi Li, Ling Xiong
2024 B conf
Delay-Aware Service Caching in Edge Cloud: An Adversarial Semi-Bandits Learning-Based Approach.
CLOUD
Jinpeng Li, Yunni Xia, Xiaoning Sun, Peng Chen, Xiaobo Li, Jiafeng Feng
2024 J jnl
Efficiently localizing system anomalies for cloud infrastructures: a novel Dynamic Graph Transformer based Parallel Framework.
J. Cloud Comput.
Hongxia He, Xi Li, Peng Chen, Juan Chen, Ming Liu, Lei Wu
2024 J jnl
MTG_CD: Multi-scale learnable transformation graph for fault classification and diagnosis in microservices.
J. Cloud Comput.
Juan Chen, Rui Zhang, Peng Chen, Jianhua Ren, Zongling Wu, Yang Wang, Xi Li, Ling Xiong
2024 J jnl
Multi-task federated learning-based system anomaly detection and multi-classification for microservices architecture.
Future Gener. Comput. Syst.
Junfeng Hao, Peng Chen, Juan Chen, Xi Li
2023 A conf
A Multi-Armed Bandits Learning-Based Approach to Service Caching in Edge Computing Environment.
ICWS
Jinpeng Li, Jiale Zhao, Peng Chen, Yunni Xia, Fan Li, Yin Li, Feng Zeng, Hui Liu
2023 — conf
A Novel Deep Federated Learning-Based and Profit-Driven Service Caching Method.
CollaborateCom (3)
Zhaobin Ouyang, Yunni Xia, Qinglan Peng, Yin Li, Peng Chen, Xu Wang
2023 — conf
A Novel Semi-supervised IoT Time Series Anomaly Detection Model Using Graph Structure Learning.
CollaborateCom (2)
Weijian Song, Peng Chen, Juan Chen, Yunni Xia, Xi Li, Qinghui Xi, Hongxia He
2023 — conf
An Appointed Access Control Scheme for Distributed-Cloud Environment.
INFOCOM Workshops
Zheng Zhou, Xiong Ling, Feng Xu, Xianhua Niu, Peng Chen
2023 B conf
An Effective Dynamic Cost-Sensitive Weighting Based Anomaly Multi-classification Model for Imbalanced Multivariate Time Series.
WISE
Sibo Qi, Juan Chen, Peng Chen, Jie Li, Wenyu Shan, Peian Wen
2023 — conf
An Effective WGAN-Based Anomaly Detection Model for IoT Multivariate Time Series.
PAKDD (1)
Sibo Qi, Juan Chen, Peng Chen, Peian Wen, Wenyu Shan, Ling Xiong
2023 J jnl
An Efficient GAN-Based Multi-classification Approach for Financial Time Series Volatility Trend Prediction.
Int. J. Comput. Intell. Syst.
Lei Liu, Zheng Pei, Peng Chen, Hang Luo, Zhisheng Gao, Kang Feng, Zhihao Gan
2023 J jnl
CausalRCA: Causal inference based precise fine-grained root cause localization for microservice applications.
J. Syst. Softw.
Ruyue Xin, Peng Chen, Zhiming Zhao
2023 — conf
DGFormer: An Effective Dynamic Graph Transformer Based Anomaly Detection Model for IoT Time Series.
CollaborateCom (2)
Hongxia He, Xi Li, Peng Chen, Juan Chen, Weijian Song, Qinghui Xi
2023 — conf
Efficiently Detecting Anomalies in IoT: A Novel Multi-Task Federated Learning Method.
CollaborateCom (3)
Junfeng Hao, Juan Chen, Peng Chen, Yang Wang, Xianhua Niu, Lei Xu, Yunni Xia
2023 J jnl
Identifying performance anomalies in fluctuating cloud environments: A robust correlative-GNN-based explainable approach.
Future Gener. Comput. Syst.
Yujia Song, Ruyue Xin, Peng Chen, Rui Zhang, Juan Chen, Zhiming Zhao
2023 — conf
M-MNFT: A Novel Modified (m, n)-Fault Tolerance Approach for Service Migration in Vehicular Edge Computing.
SSE
Yawen Li, Xiaoning Sun, Yunni Xia, Peng Chen, Yin Li, Qinglan Peng
2023 J jnl
Robust and accurate performance anomaly detection and prediction for cloud applications: a novel ensemble learning-based framework.
J. Cloud Comput.
Ruyue Xin, Hongyun Liu, Peng Chen, Zhiming Zhao
2023 J jnl
Robust-PAC time-critical workflow offloading in edge-to-cloud continuum among heterogeneous resources.
J. Cloud Comput.
Hongyun Liu, Ruyue Xin, Peng Chen, Hui Gao, Paola Grosso, Zhiming Zhao
2023 J jnl
Robustness challenges in Reinforcement Learning based time-critical cloud resource scheduling: A Meta-Learning based solution.
Future Gener. Comput. Syst.
Hongyun Liu, Peng Chen, Xue Ouyang, Hui Gao, Bing Yan, Paola Grosso, Zhiming Zhao
2022 — conf
A Decentralized Service Control Framework for Decentralized Applications in Cloud Environments.
ESOCC
Bram Hoogenkamp, Siamak Farshidi, Ruyue Xin, Zeshun Shi, Peng Chen, Zhiming Zhao
2022 — conf
A Novel BNN-based Probabilistic Prediction Model for Non-linear and Non-stationary Time Series.
RICAI
Kang Feng, Peng Chen, Zhihao Gan, Lei Liu
2022 A conf
A Novel Outlier-Tolerable and Predictive Approach to Web Service Composition.
ICWS
Xiaoning Sun, Peng Chen, Mengxuan Dai, Yunni Xia, Wanbo Zheng, Jianqi Li, Hong Xie, Xiaodong Fu, Kai Peng, Xianhua Niu, Juan Chen
2022 B conf
A Novel Unsupervised Anomaly Detection Approach Using Neural Transformation in Cloud Environment.
CLOUD
Rui Zhang, Juan Chen, Yujia Song, Wenyu Shan, Peng Chen, Yunni Xia
2022 J jnl
An efficient isomorphic CNN-based prediction and decision framework for financial time series.
Intell. Data Anal.
Zhongming Liu, Hang Luo, Peng Chen, Qibin Xia, Zhihao Gan, Wenyu Shan
2022 J jnl
An improved quantile-point-based evolutionary segmentation representation method of financial time series.
Int. Arab J. Inf. Technol.
Lei Liu, Zheng Pei, Peng Chen, Zhisheng Gao, Zhihao Gan, Kang Feng
2022 J jnl
CausalRCA: Causal Inference based Precise Fine-grained Root Cause Localization for Microservice Applications.
CoRR
Ruyue Xin, Peng Chen, Zhiming Zhao
2022 J jnl
Effectively Detecting Operational Anomalies In Large-Scale IoT Data Infrastructures By Using A GAN-Based Predictive Model.
Comput. J.
Peng Chen, Hongyun Liu, Ruyue Xin, Thierry Carval, Jiale Zhao, Yunni Xia, Zhiming Zhao
2022 J jnl
FIRED: a fine-grained robust performance diagnosis framework for cloud applications.
CoRR
Ruyue Xin, Hongyun Liu, Peng Chen, Paola Grosso, Zhiming Zhao
2022 — conf
MRoCO: A Novel Approach to Structured Application Scheduling with a Hybrid Vehicular Cloud-Edge Environment.
SCC
Xifeng Xu, Peng Chen, Yunni Xia, Mei Long, Qinglan Peng, Tingyan Long
2022 B conf
Multi-Objective Robust Workflow Offloading in Edge-to-Cloud Continuum.
CLOUD
Hongyun Liu, Ruyue Xin, Peng Chen, Zhiming Zhao
2022 Misc conf
Provenance-enhanced Root Cause Analysis for Jupyter Notebooks.
UCC
Ruyue Xin, Simon Stallinga, Hongyun Liu, Peng Chen, Zhiming Zhao
2022 J jnl
Task offloading in hybrid-decision-based multi-cloud computing network: a cooperative multi-agent deep reinforcement learning.
J. Cloud Comput.
Juan Chen, Peng Chen, Xianhua Niu, Zongling Wu, Ling Xiong, Canghong Shi
2022 A conf
Towards an Improved Bi-GAN-Based End-to-End One-Class Classifier for Anomaly Detection in Cloud Data-Centers.
ICWS
Jiale Zhao, Peng Chen, Juan Chen, Xianhua Niu, Yunni Xia
2021 B conf
A Novel Approach to Applications Deployment with Multiple Interdenpendent Tasks in a Hybrid Three-Layer Vehicular Computing Environment.
SMC
Yanmao Zhou, Wei Wei, Yunni Xia, Ning Jiang, Xingli Zhong, Xiaodong Fu, Peng Chen
2021 — conf
A Novel Approach to Taxi-GPS-Trace-Aware Bus Network Planning.
CollaborateCom (1)
Liangyao Tang, Peng Chen, Ruilong Yang, Yunni Xia, Ning Jiang, Yin Li, Hong Xie
2021 A conf
A Novel Fault-Tolerant Approach to Web Service Composition upon the Edge Computing Environment.
ICWS
Tingyan Long, Peng Chen, Yunni Xia, Ning Jiang, Xu Wang, Mei Long
2021 A conf
A Novel High-Order Cluster-GCN-Based Approach for Service Recommendation.
ICWS
Man Luo, Peng Chen, Tianhao Sun, Yunni Xia, Ning Jiang, Xu Wang, Wei Wei
2021 B conf
A Novel Predictive Approach to Trajectory-aware Online Service Allocation in Mobile Edge Environment.
SMC
Bin Shuai, Peng Chen, Wei Chen, Yunni Xia, Ning Jiang, Xingli Zhong
2021 J jnl
A Novel Reinforcement-Learning-Based Approach to Workflow Scheduling Upon Infrastructure-as-a-Service Clouds.
Int. J. Web Serv. Res.
Peng Chen, Yunni Xia, Chun Yu
2021 B conf
Towards A Robust Meta-Reinforcement Learning-Based Scheduling Framework for Time Critical Tasks in Cloud Environments.
CLOUD
Hongyun Liu, Peng Chen, Zhiming Zhao
2020 J jnl
A Novel Approach to Scheduling Workflows Upon Cloud Resources with Fluctuating Performance.
Mob. Networks Appl.
Yi Pan, Shu Wang, Lei Wu, Yunni Xia, Wanbo Zheng, Shanchen Pang, Ziyang Zeng, Peng Chen, Yawen Li
2020 J jnl
A Novel Coevolutionary Approach to Reliability Guaranteed Multi-Workflow Scheduling upon Edge Computing Infrastructures.
Secur. Commun. Networks
Zhenxing Wang, Wanbo Zheng, Peng Chen, Yong Ma, Yunni Xia, Wei Liu, Xiaobo Li, Kunyin Guo
2020 — conf
A Novel Reinforcement-Learning-Based Approach to Scientific Workflow Scheduling.
ICNSC
Hang Liu, Yunni Xia, Lei Wu, Peng Chen
2020 A conf
A Stochastic-Performance-Distribution-Based Approach to Cloud Workflow Scheduling with Fluctuating Performance.
ICWS
Yi Pan, Xiaoning Sun, Yunni Xia, Peng Chen, Shanchen Pang, Xiaobo Li, Yong Ma
2020 A conf
Scheduling Multi-workflows over Edge Computing Resources with Time-Varying Performance, A Novel Probability-Mass Function and DQN-Based Approach.
ICWS
Hang Liu, Yuyin Ma, Peng Chen, Yunni Xia, Yong Ma, Wanbo Zheng, Xiaobo Li
2019 — conf
A Novel Approach to Cost-Efficient Scheduling of Multi-workflows in the Edge Computing Environment with the Proximity Constraint.
ICA3PP (1)
Yuyin Ma, Junyang Zhang, Shu Wang, Yunni Xia, Peng Chen, Lei Wu, Wanbo Zheng
2019 J jnl
A Novel Dynamic Network Pruning via Smooth Initialization and its Potential Applications in Machine Learning Based Security Solutions.
IEEE Access
Lei Wu, Han Yue, Peng Chen, De-An Wu, Qiu Jin
2019 J jnl
An Improved Minor Component Analysis Algorithm Based on Convergence Analysis of 5G Multi-Dimensional Signals.
IEEE Access
Peng Chen, Lei Wu, Dezhong Peng, Xiaoyue Gong, Victor Hugo C. de Albuquerque
2019 A conf
Mobility-Aware and Migration-Enabled Online Edge User Allocation in Mobile Edge Computing.
ICWS
Qinglan Peng, Yunni Xia, Feng Zeng, Jia Lee, Chunrong Wu, Xin Luo, Wanbo Zheng, Hui Liu, Yidan Qin, Peng Chen
2019 J jnl
Multi-Objective Workflow Scheduling With Deep-Q-Network-Based Multi-Agent Reinforcement Learning.
IEEE Access
Yuandou Wang, Hang Liu, Wanbo Zheng, Yunni Xia, Yawen Li, Peng Chen, Kunyin Guo, Hong Xie
2019 C conf
Optimal Device Management Service Selection in Internet-of-Things.
CollaborateCom
Weiling Li, Yunni Xia, Wanbo Zheng, Peng Chen, Jia Lee, Yawen Li
2017 — conf
Percentile performance analysis of infrastructure-as-a-service clouds with task retrials.
ICNSC
Li Zhu, Yuandou Wang, Wanbo Zheng, Lei Wu, Ye Yuan, Peng Chen, Yunni Xia
2017 J jnl
Underdetermined Blind Separation by Combining Sparsity and Independence of Sources.
IEEE Access
Peng Chen, Dezhong Peng, Liangli Zhen, Yifan Luo, Yong Xiang
2017 J jnl
Underdetermined Blind Source Separation Using Sparse Coding.
IEEE Trans. Neural Networks Learn. Syst.
Liangli Zhen, Dezhong Peng, Zhang Yi, Yong Xiang, Peng Chen
2015 J jnl
A probabilistic model for performance analysis of cloud infrastructures.
Concurr. Comput. Pract. Exp.
Peng Chen, Yunni Xia, Shanchen Pang, Jia Li
2008 — conf
MERGE: A Novel Evolutionary Algorithm Based on Multi Expression Gene Programming.
ICNC (1)
Shucheng Dai, Changjie Tang, Mingfang Zhu, Yu Chen, Peng Chen, Shaojie Qiao, Chuan Li
2007 J jnl
A Model of Immune Gene Expression Programming for Rule Mining.
J. Univers. Comput. Sci.
Tao Zeng, Changjie Tang, Yong Xiang, Peng Chen, Yintian Liu
2007 C conf
A Novel Text Classification Approach Based on Enhanced Association Rule.
ADMA
Jiangtao Qiu, Changjie Tang, Tao Zeng, Shaojie Qiao, Jie Zuo, Peng Chen, Jun Zhu
2006 — conf
An Efficient Algorithm for Distributed Incremental Updating of Frequent Item-Sets on Massive Database.
WISE Workshops
Jiangtao Qiu, Changjie Tang, Lei Duan, Chuan Li, Shaojie Qiao, Peng Chen, Qihong Liu