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Snowball Effect in Federated Learning: An Approach of Exponentially Expanding Structures for Optimizing the Training Efficiency Journal article
Cheng, Guoliang, Li, Peichun, Tan, Beihai, Yu, Rong, Wu, Yuan, Pan, Miao. Snowball Effect in Federated Learning: An Approach of Exponentially Expanding Structures for Optimizing the Training Efficiency[J]. IEEE Transactions on Cognitive Communications and Networking, 2024.
Authors:  Cheng, Guoliang;  Li, Peichun;  Tan, Beihai;  Yu, Rong;  Wu, Yuan; et al.
Favorite | TC[Scopus]:0  IF:7.4/6.9 | Submit date：2024/11/05
Federated Learning  Distributed Computing  Resource Management  Optimization Methods  
DRPC: Distributed Reinforcement Learning Approach for Scalable Resource Provisioning in Container-based Clusters Journal article
Bai, Haoyu, Xu, Minxian, Ye, Kejiang, Buyya, Rajkumar, Xu, Chengzhong. DRPC: Distributed Reinforcement Learning Approach for Scalable Resource Provisioning in Container-based Clusters[J]. IEEE TRANSACTIONS ON SERVICE COMPUTING, 2024, 1-12.
Authors:  Bai, Haoyu;  Xu, Minxian;  Ye, Kejiang;  Buyya, Rajkumar;  Xu, Chengzhong
Favorite | TC[Scopus]:0  IF:5.5/5.9 | Submit date：2024/08/05
Cloud Computing  Distributed Resources Management  Reinforcement Learning  Kubernetes  Microservice  
Incendio: Priority-based Scheduling for Alleviating Cold Start in Serverless Computing Journal article
Cai, Xinquan, Sang, Qianlong, Hu, Chuang, Gong, Yili, Suo, Kun, Zhou, Xiaobo, Cheng, Dazhao. Incendio: Priority-based Scheduling for Alleviating Cold Start in Serverless Computing[J]. IEEE Transactions on Computers, 2024, 73(7), 1780-1794.
Authors:  Cai, Xinquan;  Sang, Qianlong;  Hu, Chuang;  Gong, Yili;  Suo, Kun; et al.
Favorite | TC[WOS]:1 TC[Scopus]:1  IF:3.6/3.2 | Submit date：2024/05/16
Serverless Computing  Cold Start  Priority  Prediction  Scheduling  In-memory Computing  Distributed Systems  
Distributed Offloading in Overlapping Areas of Mobile Edge Computing for Internet of Things Journal article
Huang Jiwei, Wang Ming, Wu Yuan, Chen Ying, Shen Xuemin. Distributed Offloading in Overlapping Areas of Mobile Edge Computing for Internet of Things[J]. IEEE Internet of Things Journal, 2022, 9(15), 13837-13847.
Authors:  Huang Jiwei;  Wang Ming;  Wu Yuan;  Chen Ying;  Shen Xuemin
Favorite | TC[WOS]:44 TC[Scopus]:53  IF:8.2/9.0 | Submit date：2022/08/05
Distributed Task Offloading  Internet Of Things  Mobile-edge Computing  Nash Equilibrium.  
Vectorization and distributed parallelization of Bayesian model updating based on a multivariate complex-valued probabilistic model of frequency response functions Journal article
Wang-Ji Yan, Shi-Ze Cao, Wei-Xin Ren, Ka-Veng Yuen, Dan Li, Lambros Katafygiotis. Vectorization and distributed parallelization of Bayesian model updating based on a multivariate complex-valued probabilistic model of frequency response functions[J]. Mechanical Systems and Signal Processing, 2021, 156, 107615.
Authors:  Wang-Ji Yan;  Shi-Ze Cao;  Wei-Xin Ren;  Ka-Veng Yuen;  Dan Li; et al.
Favorite | TC[WOS]:20 TC[Scopus]:21  IF:7.9/8.0 | Submit date：2021/03/09
Bayesian Theory  Frequency Response Function  Model Updating  Structural Health Monitoring  Vectorization Computation  Distributed Parallel Computing  
A decision support system using combined-classifier for high-speed data stream in smart grid Journal article
Hang Yang, Peng Li, Zhian He, Xiaobin Guo, Simon Fong, Huajun Chen. A decision support system using combined-classifier for high-speed data stream in smart grid[J]. Enterprise Information Systems, 2015, 10(9), 947-958.
Authors:  Hang Yang;  Peng Li;  Zhian He;  Xiaobin Guo;  Simon Fong; et al.
Favorite | TC[WOS]:9 TC[Scopus]:9  IF:4.4/4.1 | Submit date：2019/02/13
Data Mining  Distributed Artificial Intelligence (Dai)  Enterprise Applications  Enterprise Information Systems (Eis)  Enterprise Computing Systems  
Data-intensive applications, challenges, techniques and technologies: A survey on Big Data Journal article
Philip Chen C.L., Zhang C.-Y.. Data-intensive applications, challenges, techniques and technologies: A survey on Big Data[J]. Information Sciences, 2014, 275, 314.
Authors:  Philip Chen C.L.;  Zhang C.-Y.
Favorite | TC[WOS]:1713 TC[Scopus]:2391 | Submit date：2018/10/30
Big Data  Cloud Computing  Data-intensive Computing  E-science  Parallel And Distributed Computing  
Web Information Systems and Mining Book
Zhiguo Gong, Xiangfeng Luo, Junjie Chen, Jingsheng Lei, Fu Lee Wang. Web Information Systems and Mining[M]. Berlin:Springer, Berlin, Heidelberg, 2012.
Authors:  Zhiguo Gong;  Xiangfeng Luo;  Junjie Chen;  Jingsheng Lei;  Fu Lee Wang
Favorite | TC[Scopus]:1 | Submit date：2019/05/29
Association Rule Mining  Semantic Ontology  Genetic Algorithm  Elliptic Curve Cryptography  Distributed Computing  
A reactive system architecture for building fault-tolerant distributed applications Journal article
Chen C., Jia W., Zhou W.. A reactive system architecture for building fault-tolerant distributed applications[J]. Journal of Systems and Software, 2004, 72(3), 401-415.
Authors:  Chen C.;  Jia W.;  Zhou W.
Favorite | TC[WOS]:2 TC[Scopus]:2 | Submit date：2019/02/11
Distributed Applications  Fault-tolerant Computing  Group Communication  Reactive Systems  Software Development