Research output per year
Research output per year
Search results
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2024
Adaptive Period Control for Communication Efficient and Fast Convergent Federated Learning
Tchaye-Kondi, J., Zhai, Y., Shen, J., Telikani, A. & Zhu, L., 2024, In: IEEE Transactions on Mobile Computing. 23, 12, p. 12572-12586 15 p.Research output: Contribution to journal › Article › peer-review
3 Citations (Scopus) -
Anchor Model-Based Hybrid Hierarchical Federated Learning with Overlap SGD
Manjang, O., Zhai, Y., Shen, J., Tchaye-Kondi, J. & Zhu, L., 2024, In: IEEE Transactions on Mobile Computing. 23, 12, p. 12540-12557 18 p.Research output: Contribution to journal › Article › peer-review
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Edge Computing Resilience: Overcoming Resource Constraints in Unstable Computing Environments
Zhai, Y., Mudassar, M. & Zhu, L., 2024, SpringerBriefs in Computer Science. Springer, p. 1-123 123 p. (SpringerBriefs in Computer Science; vol. Part F3510).Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review
1 Citation (Scopus) -
Evolutionary Multi-Objective Task Scheduling for Heterogeneous Distributed Simulation Platform
He, X., Zhai, Y., Manjang, O. & Zheng, Y., 2024, Proceedings of the 19th International Conference on Software Technologies, ICSOFT 2024. Fill, H.-G., Mayo, F. J. D., van Sinderen, M., Maciaszek, L. & Maciaszek, L. (eds.). SciTePress, p. 150-157 8 p. (Proceedings of the 19th International Conference on Software Technologies, ICSOFT 2024).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Evolutionary Multi-Objective Task Scheduling for Heterogeneous Distributed Simulation Platform
He, X., Zhai, Y., Manjang, O. & Zheng, Y., 2024, Proceedings of the 14th International Conference on Simulation and Modeling Methodologies, Technologies and Applications, SIMULTECH 2024. De Rango, F., Werner, F. & Wagner, G. (eds.). Science and Technology Publications, Lda, p. 150-157 8 p. (Proceedings of the International Conference on Simulation and Modeling Methodologies, Technologies and Applications).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Fractal Augmented Pre-training and Gaussian Virtual Feature Calibration for Tackling Data Heterogeneity in Federated Learning
Zheng, Y., Zhai, Y., Liu, Y. & Li, Y., 2024, 2024 International Joint Conference on Neural Networks, IJCNN 2024 - Proceedings. Institute of Electrical and Electronics Engineers Inc., (Proceedings of the International Joint Conference on Neural Networks).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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MF-Net: Encrypted Malicious Traffic Detection Based on Multi-flow Temporal Features
Yue, G., Zhai, Y., Shen, M., Jia, J. & Zhu, L., 2024, Blockchain and Trustworthy Systems - 5th International Conference, BlockSys 2023, Proceedings. Chen, J., Wen, B. & Chen, T. (eds.). Springer Science and Business Media Deutschland GmbH, p. 58-71 14 p. (Communications in Computer and Information Science; vol. 1897 CCIS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
3 Citations (Scopus) -
OB-HPPO: An Option and Intrinsic Curiosity Based Hierarchical Reinforcement Learning Approach for Real-Time Strategy Games
Jiang, R., Zhai, Y., Zheng, Y., Li, Y. & Liu, Y., 2024, Advanced Intelligent Computing Technology and Applications - 20th International Conference, ICIC 2024, Proceedings. Huang, D.-S., Pan, Y. & Zhang, X. (eds.). Springer Science and Business Media Deutschland GmbH, p. 443-454 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14863 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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2023
Privacy-Preserving Offloading in Edge Intelligence Systems with Inductive Learning and Local Differential Privacy
Tchaye-Kondi, J., Zhai, Y., Shen, J. & Zhu, L., 1 Dec 2023, In: IEEE Transactions on Network and Service Management. 20, 4, p. 5026-5037 12 p., 3266257.Research output: Contribution to journal › Article › peer-review
6 Citations (Scopus) -
TreeNet Based Fast Task Decomposition for Resource-Constrained Edge Intelligence
Lu, D., Zhai, Y., Shen, J., Fahmideh, M., Wu, J., Tchaye-Kondi, J. & Zhu, L., 1 May 2023, In: IEEE Transactions on Services Computing. 16, 3, p. 2254-2266 13 p.Research output: Contribution to journal › Article › peer-review
3 Citations (Scopus) -
2022
Adaptive Fault-Tolerant Strategy for Latency-Aware IoT Application Executing in Edge Computing Environment
Mudassar, M., Zhai, Y. & Lejian, L., 1 Aug 2022, In: IEEE Internet of Things Journal. 9, 15, p. 13250-13262 13 p.Research output: Contribution to journal › Article › peer-review
26 Citations (Scopus) -
Malicious Transaction Identification in Digital Currency via Federated Graph Deep Learning
Du, H., Shen, M., Sun, R., Jia, J., Zhu, L. & Zhai, Y., 2022, INFOCOM WKSHPS 2022 - IEEE Conference on Computer Communications Workshops. Institute of Electrical and Electronics Engineers Inc., (INFOCOM WKSHPS 2022 - IEEE Conference on Computer Communications Workshops).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
10 Citations (Scopus) -
SmartFilter: An Edge System for Real-Time Application-Guided Video Frames Filtering
Tchaye-Kondi, J., Zhai, Y., Shen, J., Lu, D. & Zhu, L., 1 Dec 2022, In: IEEE Internet of Things Journal. 9, 23, p. 23772-23785 14 p.Research output: Contribution to journal › Article › peer-review
11 Citations (Scopus) -
The Bounds of Improvements Toward Real-Time Forecast of Multi-Scenario Train Delays
Wu, J., Wang, Y., Du, B., Wu, Q., Zhai, Y., Shen, J., Zhou, L., Cai, C., Wei, W. & Zhou, Q., 1 Mar 2022, In: IEEE Transactions on Intelligent Transportation Systems. 23, 3, p. 2445-2456 12 p.Research output: Contribution to journal › Article › peer-review
17 Citations (Scopus) -
2021
A comprehensive framework for analyzing iot platforms: A smart city industrial experience
Fahmideh, M., Yan, J., Shen, J., Mougouei, D., Zhai, Y. & Ahmad, A., Jun 2021, In: Smart Cities. 4, 2, p. 588-622 35 p.Research output: Contribution to journal › Article › peer-review
Open Access9 Citations (Scopus) -
A Hybrid LSTM-CPS Approach for Long-Term Prediction of Train Delays in Multivariate Time Series
Wu, J., Du, B., Wu, Q., Shen, J., Zhou, L., Cai, C., Zhai, Y., Wei, W. & Zhou, Q., Dec 2021, In: Future Transportation. 1, 3, p. 765-776 12 p.Research output: Contribution to journal › Article › peer-review
Open Access9 Citations (Scopus) -
An Energy Aware Offloading Scheme for Interdependent Applications in Software-Defined IoV with Fog Computing Architecture
Zhai, Y., Sun, W., Wu, J., Zhu, L., Shen, J., Du, X. & Guizani, M., Jun 2021, In: IEEE Transactions on Intelligent Transportation Systems. 22, 6, p. 3813-3823 11 p., 9310716.Research output: Contribution to journal › Article › peer-review
Open Access39 Citations (Scopus) -
Hadoop Perfect File: A fast and memory-efficient metadata access archive file to face small files problem in HDFS
Zhai, Y., Tchaye-Kondi, J., Lin, K. J., Zhu, L., Tao, W., Du, X. & Guizani, M., Oct 2021, In: Journal of Parallel and Distributed Computing. 156, p. 119-130 12 p.Research output: Contribution to journal › Article › peer-review
Open Access21 Citations (Scopus) -
TreeNet: A hierarchical deep learning model to facilitate edge intelligence for resource-constrained devices
Lu, D., Zhai, Y., Wu, J. & Shen, J., May 2021, Proceedings - 21st IEEE/ACM International Symposium on Cluster, Cloud and Internet Computing, CCGrid 2021. Lefevre, L., Patterson, S., Lee, Y. C., Shen, H., Ilager, S., Goudarzi, M., Toosi, A. N. & Buyya, R. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 525-534 10 p. (Proceedings - 21st IEEE/ACM International Symposium on Cluster, Cloud and Internet Computing, CCGrid 2021).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
2 Citations (Scopus) -
2020
A Decentralized Latency-Aware Task Allocation and Group Formation Approach with Fault Tolerance for IoT Applications
Mudassar, M., Zhai, Y., Liao, L. & Shen, J., 2020, In: IEEE Access. 8, p. 49212-49223 12 p., 9031404.Research output: Contribution to journal › Article › peer-review
Open Access22 Citations (Scopus) -
Decentralized and Secure Cooperative Edge Node Grouping to Process IoT Applications in Heterogeneous Smart Cyber-Physical Systems
Mudassar, M., Zhai, Y., Liao, L., Zahid, M. N. & Afzal, F., Jan 2020, Proceedings of 2020 17th International Bhurban Conference on Applied Sciences and Technology, IBCAST 2020. Institute of Electrical and Electronics Engineers Inc., p. 395-400 6 p. 9044538. (Proceedings of 2020 17th International Bhurban Conference on Applied Sciences and Technology, IBCAST 2020).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
4 Citations (Scopus) -
Toward Reinforcement-Learning-Based Service Deployment of 5G Mobile Edge Computing with Request-Aware Scheduling
Zhai, Y., Bao, T., Zhu, L., Shen, M., Du, X. & Guizani, M., Feb 2020, In: IEEE Wireless Communications. 27, 1, p. 84-91 8 p., 9023928.Research output: Contribution to journal › Article › peer-review
44 Citations (Scopus) -
2019
A microservices oriented edge computing framework for lvc simulation in the iot era
Sun, W., Zhai, Y., Bao, T., Mudassar, M., Shen, J. & Yang, K., 16 Jan 2019, Proceedings of the 11th International Conference on Computer Modeling and Simulation, ICCMS 2019 - Workshop 8th International Conference on Intelligent Computing and Applications, ICICA 2019. Association for Computing Machinery, p. 190-195 6 p. (ACM International Conference Proceeding Series).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
2 Citations (Scopus) -
Efficient State Management for Scaling Out Stateful Operators in Stream Processing Systems
Mudassar, M., Zhai, Y. & Liao, L., Sept 2019, In: Big Data. 7, 3, p. 192-206 15 p.Research output: Contribution to journal › Article › peer-review
2 Citations (Scopus) -
LHF: A new archive based approach to accelerate massive small files access performance in HDFS
Tao, W., Zhai, Y. & Tchaye-Kondi, J., Apr 2019, Proceedings - 5th IEEE International Conference on Big Data Service and Applications, BigDataService 2019, Workshop on Big Data in Water Resources, Environment, and Hydraulic Engineering and Workshop on Medical, Healthcare, Using Big Data Technologies. Institute of Electrical and Electronics Engineers Inc., p. 40-48 9 p. 8848237. (Proceedings - 5th IEEE International Conference on Big Data Service and Applications, BigDataService 2019, Workshop on Big Data in Water Resources, Environment, and Hydraulic Engineering and Workshop on Medical, Healthcare, Using Big Data Technologies).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
13 Citations (Scopus) -
2018
Edge-side Simulation Method and Framework Based on Micro-services
Zhai, Y., Sun, W., Bao, T., Yang, K. & Qing, D., 8 Dec 2018, In: Xitong Fangzhen Xuebao / Journal of System Simulation. 30, 12, p. 4536-4545 10 p.Research output: Contribution to journal › Article › peer-review
4 Citations (Scopus) -
Human parsing by weak structural label
Chen, Z., Liu, S., Zhai, Y., Lin, J., Cao, X. & Yang, L., 1 Aug 2018, In: Multimedia Tools and Applications. 77, 15, p. 19795-19809 15 p.Research output: Contribution to journal › Article › peer-review
4 Citations (Scopus) -
Proactive fintech: Using intelligent IoT to deliver positive insurtech feedback
Marafie, Z., Lin, K. J., Zhai, Y. & Li, J., 31 Aug 2018, Research-in-Progress Papers and Workshop Papers. Brichni, M., Huemer, C., Proper, H. A., Rozier, D., Guerreiro, S., Guedria, W., Razo-Zapata, I., Komarov, M. M., Strecker, S., Feltus, C. & Maltseva, S. V. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 72-81 10 p. (Proceeding - 2018 20th IEEE International Conference on Business Informatics, CBI 2018; vol. 2).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
30 Citations (Scopus) -
2017
A CPU-GPU Data Transfer Optimization Approach Based on Code Migration and Merging
Fu, C., Wang, Z. & Zhai, Y., 1 Jul 2017, Proceedings - 2017 16th International Symposium on Distributed Computing and Applications to Business, Engineering and Science, DCABES 2017. Yucheng, G. (ed.). Institute of Electrical and Electronics Engineers Inc., p. 23-26 4 p. (Proceedings - 2017 16th International Symposium on Distributed Computing and Applications to Business, Engineering and Science, DCABES 2017; vol. 2018-September).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
6 Citations (Scopus) -
A weakly supervised method for makeup-invariant face verification
Sun, Y., Ren, L., Wei, Z., Liu, B., Zhai, Y. & Liu, S., 1 Jun 2017, In: Pattern Recognition. 66, p. 153-159 7 p.Research output: Contribution to journal › Article › peer-review
27 Citations (Scopus) -
Efficient Bottleneck Detection in Stream Process System Using Fuzzy Logic Model
Zhai, Y. & Xu, W., 26 Apr 2017, Proceedings - 2017 25th Euromicro International Conference on Parallel, Distributed and Network-Based Processing, PDP 2017. Institute of Electrical and Electronics Engineers Inc., p. 438-445 8 p. 7912685. (Proceedings - 2017 25th Euromicro International Conference on Parallel, Distributed and Network-Based Processing, PDP 2017).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
8 Citations (Scopus) -
Research on Technology of Data Storage and Access in High-throughput Simulation
Wang, Z., Zhai, Y., Tao, W., Yang, H., Zhang, H. & Qing, D., 8 Sept 2017, In: Xitong Fangzhen Xuebao / Journal of System Simulation. 29, 9, p. 2016-2024 9 p.Research output: Contribution to journal › Article › peer-review
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2016
Enhanced null message algorithm for PDES with diverse event density
Wang, B., Zhai, Y., Zhang, H. & Qing, D., 2016, Theory, Methodology, Tools and Applications for Modeling and Simulation of Complex Systems - 16th Asia Simulation Conference and SCS Autumn Simulation Multi-Conference, AsiaSim/SCS AutumnSim 2016, Proceedings. Zhang, L., Song, X. & Wu, Y. (eds.). Springer Verlag, p. 86-95 10 p. (Communications in Computer and Information Science; vol. 643).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Resource allocation and optimization of simulation models based on improved genetic algorithm in high-throughput simulation
Zhao, W., Zhai, Y., Zhang, H. & Qing, D., 2016, Theory, Methodology, Tools and Applications for Modeling and Simulation of Complex Systems - 16th Asia Simulation Conference and SCS Autumn Simulation Multi-Conference, AsiaSim/SCS AutumnSim 2016, Proceedings. Zhang, L., Song, X. & Wu, Y. (eds.). Springer Verlag, p. 632-641 10 p. (Communications in Computer and Information Science; vol. 645).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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2015
Topology-aware dynamic load-balancing of conservative simulation
Zhai, Y., Jia, N., Zhang, X., Yang, K. & Qing, D., 8 Sept 2015, In: Xitong Fangzhen Xuebao / Journal of System Simulation. 27, 9, p. 2008-2014 7 p.Research output: Contribution to journal › Article › peer-review
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2014
Design and optimization of a big data computing framework based on CPU/GPU cluster
Zhai, Y., Guo, Y., Chen, Q., Yang, K. & Mbarushimana, E., 2014, Proceedings - 2013 IEEE International Conference on High Performance Computing and Communications, HPCC 2013 and 2013 IEEE International Conference on Embedded and Ubiquitous Computing, EUC 2013. IEEE Computer Society, p. 1039-1046 8 p. 6832029. (Proceedings - 2013 IEEE International Conference on High Performance Computing and Communications, HPCC 2013 and 2013 IEEE International Conference on Embedded and Ubiquitous Computing, EUC 2013).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
2 Citations (Scopus) -
Operator scale out using time utility function in big data stream processing
Humayoo, M., Zhai, Y., He, Y., Xu, B. & Wang, C., 2014, Wireless Algorithms, Systems and Applications - 9th International Conference, WASA 2014, Proceedings. Cai, Z., Wang, C., Cheng, S., Wang, H. & Gao, H. (eds.). Springer Verlag, p. 54-65 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 8491).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
2 Citations (Scopus) -
2013
Lit: A high performance massive data computing framework based on CPU/GPU cluster
Zhai, Y., Mbarushimana, E., Li, W., Zhang, J. & Guo, Y., 2013, 2013 IEEE International Conference on Cluster Computing, CLUSTER 2013. 6702614. (Proceedings - IEEE International Conference on Cluster Computing, ICCC).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
5 Citations (Scopus) -
2010
The design and implementation of service process reconfiguration with end-to-end QoS constraints in SOA
Lin, K. J., Zhang, J., Zhai, Y. & Xu, B., 2010, In: Service Oriented Computing and Applications. 4, 3, p. 157-168 12 p.Research output: Contribution to journal › Article › peer-review
Open Access67 Citations (Scopus) -
2009
A coordination framework of Web service composition to support data-flow distribution
Zhai, Y. L., Su, H. Y., Xiao, W. & Zhan, S. Y., Dec 2009, In: Beijing Ligong Daxue Xuebao/Transaction of Beijing Institute of Technology. 29, 12, p. 1091-1095+1109Research output: Contribution to journal › Article › peer-review
1 Citation (Scopus) -
An efficient approach for service process reconfiguration in SOA with end-to-end QoS constraints
Lin, K. J., Zhang, J. & Zhai, Y., 2009, 2009 IEEE Conference on Commerce and Enterprise Computing, CEC 2009. p. 146-153 8 p. 5210803. (2009 IEEE Conference on Commerce and Enterprise Computing, CEC 2009).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
28 Citations (Scopus) -
BPEL process decomposition approach based on data flow optimization
Zhai, Y. L., Su, H. Y., Zhang, H. & Zhan, S. Y., Apr 2009, In: Huanan Ligong Daxue Xuebao/Journal of South China University of Technology (Natural Science). 37, 4, p. 24-30 7 p.Research output: Contribution to journal › Article › peer-review
3 Citations (Scopus) -
SOA middleware support for service process reconfiguration with end-to-end QoS constraints
Zhai, Y., Zhang, J. & Lin, K. J., 2009, 2009 IEEE International Conference on Web Services, ICWS 2009. p. 815-822 8 p. 5175901. (2009 IEEE International Conference on Web Services, ICWS 2009).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
38 Citations (Scopus) -
2008
A reflective framework to improve the adaptability of BPEL-based web service composition
Zhai, Y., Su, H. & Zhan, S., 2008, Proceedings - 2008 IEEE International Conference on Services Computing, SCC 2008. p. 343-350 8 p. 4578481. (Proceedings - 2008 IEEE International Conference on Services Computing, SCC 2008; vol. 1).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
17 Citations (Scopus) -
A reflective framework to support adaptive service composition under correctness constrains
Zhai, Y., Su, H. & Zhan, S., 2008, Proceedings - 3rd International Conference on Internet and Web Applications and Services, ICIW 2008. p. 180-185 6 p. 4545611. (Proceedings - 3rd International Conference on Internet and Web Applications and Services, ICIW 2008).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
3 Citations (Scopus) -
2007
A data flow optimization based approach for BPEL processes partition
Zhai, Y., Su, H. & Zhan, S., 2007, Proceedings - ICEBE 2007: IEEE International Conference on e-Business Engineering - Workshops: SOAIC 2007; SOSE 2007; SOKM 2007. p. 410-413 4 p. 4402126. (Proceedings - ICEBE 2007: IEEE International Conference on e-Business Engineering - Workshops: SOAIC 2007; SOSE 2007; SOKM 2007).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
14 Citations (Scopus)
