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2020 – today
- 2024
- [j23]Xiangheng Huang, Ningjiang Chen, Ziyue Deng, Suqun Huang:
Multivariate time series anomaly detection via dynamic graph attention network and Informer. Appl. Intell. 54(17-18): 7636-7658 (2024) - [j22]Linming Lian, Ningjiang Chen, Xuemei Yuan, Jianbo Lu
:
Low-complexity collaborative caching strategy based on spatio-temporal graph convolutional model. Comput. Networks 249: 110490 (2024) - [j21]Yu Zhang, Ningjiang Chen, Siyu Yu, Liangqing Hu:
Transient Data Caching Based on Maximum Entropy Actor-Critic in Internet-of-Things Networks. Int. J. Comput. Intell. Syst. 17(1): 20 (2024) - [j20]Ningjiang Chen
, Huan Tu, Haoyang Zeng, Yangjie Ou:
Anomaly detection for key performance indicators by fusing self-supervised spatio-temporal graph attention networks. Knowl. Based Syst. 300: 112167 (2024) - [j19]Weicheng Tang, Donghui Gao, Siyu Yu, Jianbo Lu, Zhiyong Wei, Zhanrong Li, Ningjiang Chen:
Reliable and adaptive computation offload strategy with load and cost coordination for edge computing. Pervasive Mob. Comput. 102: 101932 (2024) - [c53]Kangkang Liu, Ningjiang Chen:
PTQ-SO: A Scale Optimization-based Approach for Post-training Quantization of Edge Computing. CSCWD 2024: 2078-2083 - [c52]Bingzheng Huang, Chengxin Ni, Junjie Song, Yifan Yin, Ningjiang Chen:
Collaborative Multi-Teacher Distillation for Multi-Task Fault Detection in Power Distribution Grid. CSCWD 2024: 2638-2643 - [c51]Dongqi Xu, Xu Wu, Ningjiang Chen, Changjian Liu:
MicroDACP: Microservice Fault Diagnosis Method Based on Dual Attention Contrastive Learning and Graph Attention Networks. ICIC (LNAI 4) 2024: 89-100 - [c50]Haoyang Zeng
, Ningjiang Chen
, Tao Deng
:
LSTD-MTS: Anomaly Detection with Capturing Long-Term Spatio-Temporal Dependence for Multi-dimensional Time Series. Internetware 2024 - 2023
- [j18]Ningjiang Chen, Huan Tu, Xiaoyan Duan, Liangqing Hu, Chengxiang Guo:
Semisupervised anomaly detection of multivariate time series based on a variational autoencoder. Appl. Intell. 53(5): 6074-6098 (2023) - [j17]Xuyi Yao, Ningjiang Chen, Xuemei Yuan, Pingjie Ou:
Performance optimization of serverless edge computing function offloading based on deep reinforcement learning. Future Gener. Comput. Syst. 139: 74-86 (2023) - [j16]Wenxiu Xu
, Yin Yin
, Ningjiang Chen
, Huan Tu
:
Collaborative Inference Acceleration Integrating DNN Partitioning and Task Offloading in Mobile Edge Computing. Int. J. Softw. Eng. Knowl. Eng. 33(11&12): 1835-1863 (2023) - [j15]Yuhua Chen, Dongqi Xu, Ningjiang Chen, Xu Wu:
FRL-MFPG: Propagation-aware fault root cause location for microservice intelligent operation and maintenance. Inf. Softw. Technol. 153: 107083 (2023) - [j14]Ningjiang Chen, Qingwei Zhong, Yifei Liu, Weitao Liu, Lin Bai, Liangqing Hu:
Container cascade fault detection based on spatial-temporal correlation in cloud environment. J. Cloud Comput. 12(1): 59 (2023) - [j13]Siyu Yu
, Ningjiang Chen, Yifan Wu
, Wensheng Dou:
Self-supervised log parsing using semantic contribution difference. J. Syst. Softw. 200: 111646 (2023) - [j12]Ningjiang Chen, Weitao Liu, Wenjuan Pu, Yifei Liu, Qingwei Zhong:
SDNC-Repair: A Cooperative Data Repair Strategy Based on Erasure Code for Software-Defined Storage. Sensors 23(13): 5809 (2023) - [j11]Siyu Yu
, Pinjia He
, Ningjiang Chen
, Yifan Wu
:
Brain: Log Parsing With Bidirectional Parallel Tree. IEEE Trans. Serv. Comput. 16(5): 3224-3237 (2023) - [c49]Ziqi He, Yuanyuan Yang, Zhanrong Li, Ningjiang Chen, Anran Zhang, Yanting Su:
CERender: Real-Time Cloud Rendering Based on Cloud-Edge Collaboration. ChineseCSCW (1) 2023: 491-501 - [c48]Jing Tian, Juan Chen, Ningjiang Chen, Lin Bai, Suqun Huang:
Knowledge Distillation with Source-free Unsupervised Domain Adaptation for BERT Model Compression. CSCWD 2023: 1766-1771 - [c47]Xiang Cao, Ningjiang Chen, Xuemei Yuan, Yifei Liu:
A Cooperative Edge Caching Approach Based on Multi-Agent Deep Reinforcement Learning. CSCWD 2023: 1772-1777 - [c46]Xuemei Yuan, Ningjiang Chen:
MACC: A Heterogeneous Multi-Agent Mobile Edge Coding Caching Strategy for Reducing Traffic Load. ICPADS 2023: 1053-1060 - [c45]Yihui Huang, Ningjiang Chen:
MTD: Multi-Timestep Detector for Delayed Streaming Perception. PRCV (3) 2023: 337-349 - [c44]Wenxiu Xu, Ningjiang Chen, Huan Tu:
DNN Inference Task Offloading Based on Distributed Soft Actor-Critic in Mobile Edge Computing. SEKE 2023: 386-391 - [c43]Yu Zhang, Ningjiang Chen, Siyu Yu:
Transient Data Caching Based on Maximum Entropy Actor-Critic in Internet-of-Things Networks. SEKE 2023: 493-498 - [c42]Siyu Yu
, Yifan Wu
, Zhijing Li
, Pinjia He
, Ningjiang Chen
, Changjian Liu
:
Log Parsing with Generalization Ability under New Log Types. ESEC/SIGSOFT FSE 2023: 425-437 - [i1]Yihui Huang, Ningjiang Chen:
MTD: Multi-Timestep Detector for Delayed Streaming Perception. CoRR abs/2309.06742 (2023) - 2022
- [j10]Weitu Chong, Ningjiang Chen, Chengyun Fang:
RBSP-Boosting: A Shapley value-based resampling approach for imbalanced data classification. Intell. Data Anal. 26(6): 1579-1595 (2022) - [c41]Jining Chen, Weitu Chong, Siyu Yu
, Zhun Xu, Chaohong Tan, Ningjiang Chen:
TCN-based Lightweight Log Anomaly Detection in Cloud-edge Collaborative Environment. CBD 2022: 13-18 - [c40]Haoyang Zeng, Ningjiang Chen, Wanting Li, Siyu Yu:
Cloud-Edge Collaborative Task Scheduling Mechanism Based on Improved Parameter Adaptation Particle Swarm Optimization Algorithm. ChineseCSCW (1) 2022: 449-464 - [c39]Xuyi Yao, Ningjiang Chen, Xuemei Yuan, Pingjie Ou:
Performance Optimization in Serverless Edge Computing Environment using DRL-Based Function Offloading. CSCWD 2022: 1390-1395 - [c38]Linming Lian, Ningjiang Chen, Pingjie Ou, Xuemei Yuan:
Mobile Edge Cooperative Caching Strategy Based on Spatio-temporal Graph Convolutional Model. CSCWD 2022: 1396-1401 - [c37]Runbing Qin, Ningjiang Chen, Yihui Huang:
EDDNet: An Efficient and Accurate Defect Detection Network for the Industrial Edge Environment. QRS 2022: 854-863 - 2021
- [j9]Ruifeng Wang, Ningjiang Chen, Xuyi Yao, Liangqing Hu:
FASDQ: Fault-Tolerant Adaptive Scheduling with Dynamic QoS-Awareness in Edge Containers for Delay-Sensitive Tasks. Sensors 21(9): 2973 (2021) - [c36]Yusi Tang, Ningjiang Chen, Yu Zhang, Xuyi Yao, Siyu Yu
:
Fine-Grained Diagnosis Method for Microservice Faults Based on Hierarchical Correlation Analysis. ChineseCSCW (1) 2021: 14-28 - [c35]Qingwei Zhong, Ningjiang Chen, Linming Lian, Xuyi Yao:
An Elaborate Container Cascading Fault Detection Strategy Based on Spatial-Temporal Correlation Model and Co-Optimization. CSCWD 2021: 127-132 - [c34]Yuhua Chen, Ningjiang Chen, Wenxiu Xu, Linming Lian, Huan Tu:
MFRL-CA: Microservice Fault Root Cause Location based on Correlation Analysis. DSA 2021: 90-101 - [c33]Siyu Yu
, Ningjiang Chen, Birui Liang:
Predicting gray fault based on context graph in container-based cloud. ISSRE Workshops 2021: 224-234 - 2020
- [j8]Yanming Fu
, Zhuohang Li
, Ningjiang Chen, Chiwen Qu
:
A Discrete Multi-Objective Rider Optimization Algorithm for Hybrid Flowshop Scheduling Problem Considering Makespan, Noise and Dust Pollution. IEEE Access 8: 88527-88546 (2020) - [j7]Wenjuan Pu
, Ningjiang Chen
, Qingwei Zhong
:
SDCUP: Software-Defined-Control Based Erasure-Coded Collaborative Data Update Mechanism. IEEE Access 8: 180646-180660 (2020) - [c32]Chengyao Hua, Ningjiang Chen, Yongsheng Xie, Linming Lian:
Cooperative Scheduling Strategy of Container Resources Based on Improved Adaptive Differential Evolution Algorithm. ChineseCSCW 2020: 424-438 - [c31]Yu Lu, Ningjiang Chen, Wenjuan Pu, Ruifeng Wang:
A New Collaborative Scheduling Mechanism Based on Grading Mapping for Resource Balance in Distributed Object Cloud Storage System. CollaborateCom (2) 2020: 533-549 - [c30]Ke Wang, Weishan Huang, Yan Chen
, Ningjiang Chen, Ziqi He:
Intelligent Multi-objective Anomaly Detection Method Based on Robust Sparse Flow. ICPCSEE (2) 2020: 445-457 - [c29]Yijun Xue, Ningjiang Chen, Yongsheng Xie:
Container Cluster Scheduling Strategy Based on Delay Decision Under Multidimensional Constraints. ICPCSEE (1) 2020: 690-704 - [c28]Jun Wu, Yao Zhang, Jie Wang, Jianchun Zhao, Dayong Ding, Ningjiang Chen, Lingling Wang, Xuan Chen, Chunhui Jiang, Xuan Zou, Xing Liu, Hui Xiao, Yuan Tian
, Zongjiang Shang, Kaiwei Wang, Xirong Li, Gang Yang, Jianping Fan:
AttenNet: Deep Attention Based Retinal Disease Classification in OCT Images. MMM (2) 2020: 565-576
2010 – 2019
- 2019
- [j6]Peng Jiang, Jie Luo, Yiqi Wang, Pingji Deng, Bertil Schmidt
, Xiangjun Tang, Ningjiang Chen, Limsoon Wong, Liang Zhao:
kmcEx: memory-frugal and retrieval-efficient encoding of counted k-mers. Bioinform. 35(23): 4871-4878 (2019) - [c27]Xiaoyan Duan, Ningjiang Chen, Yongsheng Xie:
Intelligent Detection of Large-Scale KPI Streams Anomaly Based on Transfer Learning. Big Data (CCF) 2019: 366-379 - [c26]Can Liu, Ningjiang Chen, Ruwei Huang, Yongsheng Xie:
A Fast Public Key Searchable Encryption Scheme Against Inside Keyword Attacks. ChineseCSCW 2019: 50-64 - [c25]Birui Liang, Ningjiang Chen, Yongsheng Xie, Ruifeng Wang, Yuhua Chen:
Grey Fault Detection Method Based on Context Knowledge Graph in Container Cloud Storage. ChineseCSCW 2019: 65-80 - [c24]Hua Li, Ningjiang Chen, Birui Liang, Can Liu:
RPBG: Intelligent Orchestration Strategy of Heterogeneous Docker Cluster Based on Graph Theory. CSCWD 2019: 488-493 - [c23]Hanlin Zhang, Ningjiang Chen, Yusi Tang, Birui Liang:
Multi-level Container Checkpoint Performance Optimization Strategy in SDDC. ICBDC 2019: 253-259 - [c22]Birui Liang, Ningjiang Chen, Yongsheng Xie, Yuhua Chen:
Grey Fault Detection Method Based on Application Interference Model in Cloud Storage. SmartIoT 2019: 36-43 - 2018
- [c21]Youchang Xu, Ningjiang Chen, Hanlin Zhang, Birui Liang:
Adaptive Anomaly Detection Strategy Based on Reinforcement Learning. ICPCSEE (2) 2018: 493-504 - [c20]Wenbin Liu, Ningjiang Chen, Hua Li, Yusi Tang, Birui Liang:
A Heterogeneous Cluster Multi-resource Fair Scheduling Algorithm Based on Machine Learning. ICPCSEE (1) 2018: 548-559 - [c19]Youchang Xu, Ningjiang Chen, Ruwei Huang, Hanlin Zhang:
KPI Data Anomaly Detection Strategy for Intelligent Operation and Maintenance Under Cloud Environment. Intelligent Information Processing 2018: 311-320 - [c18]Wenbin Liu, Ningjiang Chen, Hua Li, Yusi Tang, Birui Liang:
A Fair Scheduling Algorithm for Adaptive Heterogeneous Resources in Data Centers. Internetware 2018: 15:1-15:6 - [c17]Shuo Zhang, Ningjiang Chen, Hanlin Zhang, Yijun Xue, Ruwei Huang:
A High-Performance Adaptive Strategy of Container Checkpoint Based on Pre-replication. SpaCCS 2018: 240-250 - 2017
- [j5]Chengxin Yan, Ningjiang Chen, Shuo Zhang:
High-Performance Elastic Management for Cloud Containers Based on Predictive Message Scheduling. Future Internet 9(4): 87 (2017) - [j4]Peicong He, Ruwei Huang, Ningjiang Chen, Bowen Zhao, Yang Liu:
云环境中基于cache负载实时定噪的同驻分析方法 (Co-residency Detection Scheme Based on Cache Load and Real Time Noise Ascertainment in Cloud). 计算机科学 44(5): 105-110 (2017) - 2016
- [c16]Jia Xu, Jiazhen Zhang, Chao Song, Qianzhen Zhang, Pin Lv, Taoshen Li, Ningjiang Chen:
EMD-DSJoin: Efficient Similarity Join Over Probabilistic Data Streams Based on Earth Mover's Distance. APWeb Workshops 2016: 42-54 - [c15]Jionghao Jia, Ningjiang Chen, Shuo Zhang:
Forecasting Availability of Virtual Machine Based on Grey-Exponential Curve Combination Model. SpaCCS Workshops 2016: 297-310 - 2012
- [c14]Wenbo Zhang, Xiang Huang, Ningjiang Chen, Wei Wang, Hua Zhong:
PaaS-Oriented Performance Modeling for Cloud Computing. COMPSAC 2012: 395-404 - 2011
- [c13]Ningjiang Chen, Minmin Yu, Dandan Hu:
An Implementation of GPU-Based Parallel Optimization for an Extended Uncertain Data Query Algorithm. PAAP 2011: 197-202 - 2010
- [c12]Jie Yang, Shuangquan Wang, Ningjiang Chen, Xin Chen, Pengfei Shi:
Wearable accelerometer based extendable activity recognition system. ICRA 2010: 3641-3647
2000 – 2009
- 2009
- [j3]Lei Li, Chunlei Niu, Ningjiang Chen, Jun Wei, Tao Huang:
High Performance Approach for Server Side SOAP Processing. Int. J. Web Serv. Res. 6(2): 66-93 (2009) - 2008
- [j2]Shuangquan Wang, Xin Chen, Ningjiang Chen, Jie Yang:
Mobile-Agent-Based Distributed Decision Tree Classification in Wireless Sensor Networks. J. Inf. Sci. Eng. 24(6): 1787-1798 (2008) - 2006
- [c11]Yong Zhang, Ningjiang Chen, Jun Wei, Tao Huang:
Completing UML Model of Component-Based System with Middleware for Performance Evaluation. EUC Workshops 2006: 72-82 - [c10]Shuangquan Wang, Ningjiang Chen, Xin Chen, Jie Yang, Jun Lu:
LWOS: A Localization Method Without On-Body Sensor in Wireless Sensor Networks. EUC Workshops 2006: 495-504 - [c9]Lei Li, Chunlei Niu, Ningjiang Chen, Jun Wei:
High Performance Web Services Based on Service-Specific SOAP Processor. ICWS 2006: 603-610 - [c8]Yong Zhang, Tao Huang, Jun Wei, Ningjiang Chen:
A Performance Analysis Infrastructure for Component-Based System Hosted by Middleware. SET 2006: 97-108 - [c7]Yang Li, Ningjiang Chen, Tao Huang:
An Event-Driven Adaptive Differentiated Service Web Container Architecture. QSIC 2006: 22-29 - [c6]Yong Zhang, Ningjiang Chen, Jun Wei, Tao Huang:
Performance Evaluation of Component System based on Container style Middleware. SEKE 2006: 730-736 - 2005
- [j1]Hong-Bin Shen, Jie Yang, Ningjiang Chen, Yifei Dong, Shitong Wang:
Performing clustering analysis on collaborative models. Intell. Data Anal. 9(5): 419-438 (2005) - [c5]Heqing Guan, Beihong Jin, Jun Wei, Wei Xu, Ningjiang Chen:
A Framework for Application Server Based Web Services Management. APSEC 2005: 95-102 - [c4]Ningjiang Chen, Willem Fontijn, Xin Chen, Qinfeng Zhang:
A Framework for Ambient Applications - Context-Based Autonomous Extension of Applications. Systems Communications 2005: 348-354 - [c3]Ningjiang Chen, Jun Wei, Bo Yang, Jinling Wang, Tao Huang:
A QoS-enable failure detection framework for J2EE application server. ISADS 2005: 542-546 - 2004
- [c2]Xin Chen, Yongqin Zeng, Ningjiang Chen:
Multimedia Distance Learning Application on Embedded End Device. ICWL 2004: 263-270 - [c1]Wenbo Zhang, Bo Yang, Beihong Jin, Ningjiang Chen, Tao Huang:
Performance Tuning for Application Server OnceAS. ISPA 2004: 451-462
Coauthor Index
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