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Lei Yang 0024
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Publications
- 2024
- [j43]Hao-Rui Chen, Lei Yang, Xinglin Zhang, Jiaxing Shen, Jiannong Cao:
Distributed Semi-Supervised Learning With Consensus Consistency on Edge Devices. IEEE Trans. Parallel Distributed Syst. 35(2): 310-323 (2024) - 2023
- [j42]Mingjin Zhang, Jiannong Cao, Yuvraj Sahni, Qianyi Chen, Shan Jiang, Lei Yang:
Blockchain-based Collaborative Edge Intelligence for Trustworthy and Real-Time Video Surveillance. IEEE Trans. Ind. Informatics 19(2): 1623-1633 (2023) - [j41]Lei Yang, Jiaming Huang, Wanyu Lin, Jiannong Cao:
Personalized Federated Learning on Non-IID Data via Group-based Meta-learning. ACM Trans. Knowl. Discov. Data 17(4): 49:1-49:20 (2023) - [j40]Lei Yang, Yingqi Gan, Jiannong Cao, Zhenyu Wang:
Optimizing Aggregation Frequency for Hierarchical Model Training in Heterogeneous Edge Computing. IEEE Trans. Mob. Comput. 22(7): 4181-4194 (2023) - [j39]Lei Yang, Junzhong Jia, Hongcai Lin, Jiannong Cao:
Reliable Dynamic Service Chain Scheduling in 5G Networks. IEEE Trans. Mob. Comput. 22(8): 4898-4911 (2023) - 2022
- [j35]Yuvraj Sahni, Jiannong Cao, Lei Yang, Shengwei Wang:
Distributed resource scheduling in edge computing: Problems, solutions, and opportunities. Comput. Networks 219: 109430 (2022) - [j32]Lei Yang, Fulin Wen, Jiannong Cao, Zhenyu Wang:
EdgeTB: A Hybrid Testbed for Distributed Machine Learning at the Edge With High Fidelity. IEEE Trans. Parallel Distributed Syst. 33(10): 2540-2553 (2022) - [j31]Lei Yang, Xi Yu, Jiannong Cao, Wengen Li, Yuqi Wang, Michal Szczecinski:
A Novel Demand Dispatching Model for Autonomous On-Demand Services. IEEE Trans. Serv. Comput. 15(1): 322-333 (2022) - [j30]Shaoshuai Ding, Lei Yang, Jiannong Cao, Wei Cai, Mingkui Tan, Zhenyu Wang:
Partitioning Stateful Data Stream Applications in Dynamic Edge Cloud Environments. IEEE Trans. Serv. Comput. 15(4): 2368-2381 (2022) - [c14]Mingjin Zhang, Jiannong Cao, Lei Yang, Liang Zhang, Yuvraj Sahni, Shan Jiang:
ENTS: An Edge-native Task Scheduling System for Collaborative Edge Computing. SEC 2022: 149-161 - [i2]Mingjin Zhang, Jiannong Cao, Lei Yang, Liang Zhang, Yuvraj Sahni, Shan Jiang:
ENTS: An Edge-native Task Scheduling System for Collaborative Edge Computing. CoRR abs/2210.07842 (2022) - 2021
- [j28]Yuvraj Sahni, Jiannong Cao, Lei Yang, Yusheng Ji:
Multihop Offloading of Multiple DAG Tasks in Collaborative Edge Computing. IEEE Internet Things J. 8(6): 4893-4905 (2021) - [j27]Lei Yang, Yanyan Lu, Jiannong Cao, Jiaming Huang, Mingjin Zhang:
E-Tree Learning: A Novel Decentralized Model Learning Framework for Edge AI. IEEE Internet Things J. 8(14): 11290-11304 (2021) - [j26]Lei Yang, Xi Yu, Jiannong Cao, Xuxun Liu, Pan Zhou:
Exploring Deep Reinforcement Learning for Task Dispatching in Autonomous On-Demand Services. ACM Trans. Knowl. Discov. Data 15(3): 44:1-44:23 (2021) - [j25]Yuvraj Sahni, Jiannong Cao, Lei Yang, Yusheng Ji:
Multi-Hop Multi-Task Partial Computation Offloading in Collaborative Edge Computing. IEEE Trans. Parallel Distributed Syst. 32(5): 1133-1145 (2021) - [j24]Lei Yang, Bo Liu, Jiannong Cao, Yuvraj Sahni, Zhenyu Wang:
Joint Computation Partitioning and Resource Allocation for Latency Sensitive Applications in Mobile Edge Clouds. IEEE Trans. Serv. Comput. 14(5): 1439-1452 (2021) - [j23]Lei Yang, Jiannong Cao, Zhenyu Wang, Weigang Wu:
Network Aware Mobile Edge Computation Partitioning in Multi-User Environments. IEEE Trans. Serv. Comput. 14(5): 1478-1491 (2021) - [c13]Junzhong Jia, Lei Yang, Jiannong Cao:
Reliability-aware Dynamic Service Chain Scheduling in 5G Networks based on Reinforcement Learning. INFOCOM 2021: 1-10 - 2020
- [j22]Lei Yang, Doudou Yang, Jiannong Cao, Yuvraj Sahni, Xiaohua Xu:
QoS Guaranteed Resource Allocation for Live Virtual Machine Migration in Edge Clouds. IEEE Access 8: 78441-78451 (2020) - [j21]Lei Yang, Lingling Zhang, Zongjian He, Jiannong Cao, Weigang Wu:
Efficient Hybrid Data Dissemination for Edge-Assisted Automated Driving. IEEE Internet Things J. 7(1): 148-159 (2020) - [i1]Lei Yang, Yanyan Lu, Jiannong Cao, Jiaming Huang, Mingjin Zhang:
E-Tree Learning: A Novel Decentralized Model Learning Framework for Edge AI. CoRR abs/2008.01553 (2020) - 2019
- [j17]Jin Cao, Lei Yang, Jiannong Cao:
Revisiting Computation Partitioning in Future 5G-Based Edge Computing Environments. IEEE Internet Things J. 6(2): 2427-2438 (2019) - [j16]Yuvraj Sahni, Jiannong Cao, Lei Yang:
Data-Aware Task Allocation for Achieving Low Latency in Collaborative Edge Computing. IEEE Internet Things J. 6(2): 3512-3524 (2019) - [j15]Rui Liu, Junbin Liang, Jiannong Cao, Kehuan Zhang, Wenyu Gao, Lei Yang, Ruiyun Yu:
Understanding Mobile Users' Privacy Expectations: A Recommendation-Based Method Through Crowdsourcing. IEEE Trans. Serv. Comput. 12(2): 304-318 (2019) - 2018
- [j13]Lei Yang, Xuxun Liu, Jiannong Cao, Zhenyu Wang:
Joint Scheduling of Tasks and Network Flows in Big Data Clusters. IEEE Access 6: 66600-66611 (2018) - [j12]Rui Liu, Jiannong Cao, Kehuan Zhang, Wenyu Gao, Junbin Liang, Lei Yang:
When Privacy Meets Usability: Unobtrusive Privacy Permission Recommendation System for Mobile Apps Based on Crowdsourcing. IEEE Trans. Serv. Comput. 11(5): 864-878 (2018) - 2017
- [j11]Yuvraj Sahni, Jiannong Cao, Shigeng Zhang, Lei Yang:
Edge Mesh: A New Paradigm to Enable Distributed Intelligence in Internet of Things. IEEE Access 5: 16441-16458 (2017) - [j10]Lei Yang, Jiannong Cao:
Application Repartitioning in the Cloud. Computer 50(2): 11 (2017) - [j9]Weiqing Liu, Jiannong Cao, Lei Yang, Lin Xu, Xuanjia Qiu, Jing Li:
AppBooster: Boosting the Performance of Interactive Mobile Applications with Computation Offloading and Parameter Tuning. IEEE Trans. Parallel Distributed Syst. 28(6): 1593-1606 (2017) - [c8]Lei Yang, Bo Liu, Jiannong Cao, Yuvraj Sahni, Zhenyu Wang:
Joint Computation Partitioning and Resource Allocation for Latency Sensitive Applications in Mobile Edge Clouds. CLOUD 2017: 246-253 - [c7]Lei Yang, Jiannong Cao, Zhenyu Wang, Weigang Wu:
Network Aware Multi-User Computation Partitioning in Mobile Edge Clouds. ICPP 2017: 302-311 - 2016
- [j8]Lei Yang, Jiannong Cao, Guanqing Liang, Xu Han:
Cost Aware Service Placement and Load Dispatching in Mobile Cloud Systems. IEEE Trans. Computers 65(5): 1440-1452 (2016) - [j7]Lei Yang, Jiannong Cao, Shaojie Tang, Di Han, Neeraj Suri:
Run Time Application Repartitioning in Dynamic Mobile Cloud Environments. IEEE Trans. Cloud Comput. 4(3): 336-348 (2016) - 2015
- [j6]Lei Yang, Jiannong Cao, Hui Cheng, Yusheng Ji:
Multi-User Computation Partitioning for Latency Sensitive Mobile Cloud Applications. IEEE Trans. Computers 64(8): 2253-2266 (2015) - [j5]Lei Yang, Jiannong Cao, Weiping Zhu, Shaojie Tang:
Accurate and Efficient Object Tracking Based on Passive RFID. IEEE Trans. Mob. Comput. 14(11): 2188-2200 (2015) - [c6]Rui Liu, Jiannong Cao, Lei Yang, Kehuan Zhang:
PriWe: Recommendation for Privacy Settings of Mobile Apps Based on Crowdsourced Users' Expectations. IEEE MS 2015: 150-157 - 2014
- [j4]Chao Ma, Jiannong Cao, Lei Yang, Jun Ma, Yanxiang He:
Effective social relationship measurement based on user trajectory analysis. J. Ambient Intell. Humaniz. Comput. 5(1): 39-50 (2014) - [j2]Weiping Zhu, Jiannong Cao, Yi Xu, Lei Yang, Junjun Kong:
Fault-Tolerant RFID Reader Localization Based on Passive RFID Tags. IEEE Trans. Parallel Distributed Syst. 25(8): 2065-2076 (2014) - [c5]Lin Xu, Jiannong Cao, Yan Wang, Lei Yang, Jing Li:
Bejo: Behavior Based Job Classification for Resource Consumption Prediction in the Cloud. CloudCom 2014: 10-17 - [c4]Mike Jia, Jiannong Cao, Lei Yang:
Heuristic offloading of concurrent tasks for computation-intensive applications in mobile cloud computing. INFOCOM Workshops 2014: 352-357 - 2013
- [j1]Lei Yang, Jiannong Cao, Yin Yuan, Tao Li, Andy Han, Alvin T. S. Chan:
A framework for partitioning and execution of data stream applications in mobile cloud computing. SIGMETRICS Perform. Evaluation Rev. 40(4): 23-32 (2013) - 2012
- [c3]Lei Yang, Jiannong Cao, Shaojie Tang, Tao Li, Alvin T. S. Chan:
A Framework for Partitioning and Execution of Data Stream Applications in Mobile Cloud Computing. IEEE CLOUD 2012: 794-802 - [c2]Weiping Zhu, Jiannong Cao, Yi Xu, Lei Yang, Junjun Kong:
Fault-tolerant RFID reader localization based on passive RFID tags. INFOCOM 2012: 2183-2191 - [c1]Lei Yang, Jiannong Cao, Weiping Zhu, Shaojie Tang:
A hybrid method for achieving high accuracy and efficiency in object tracking using passive RFID. PerCom 2012: 109-115
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