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2020 – today
- 2025
- [j105]Yizhi Zhou
, Junxiao Wang
, Yuchen Qin
, Xiangyu Kong, Xin Xie
, Heng Qi, Deze Zeng:
Federated Learning with complete service commitment of data heterogeneity. Knowl. Based Syst. 310: 112937 (2025) - [j104]Farhatullah, Xin Chen
, Deze Zeng, Rahmat Ullah
, Rab Nawaz, Jiafeng Xu
, Tughrul Arslan:
A deep learning approach for non-invasive Alzheimer's monitoring using microwave radar data. Neural Networks 181: 106778 (2025) - [j103]Han Zhao
, Junxiao Deng
, Weihao Cui
, Quan Chen
, Youtao Zhang
, Deze Zeng
, Minyi Guo
:
Adaptive Kernel Fusion for Improving the GPU Utilization While Ensuring QoS. IEEE Trans. Computers 74(2): 386-400 (2025) - 2024
- [j102]Farhatullah, Xin Chen
, Deze Zeng, Jiafeng Xu
, Rab Nawaz
, Rahmat Ullah
:
Classification of Skin Lesion With Features Extraction Using Quantum Chebyshev Polynomials and Autoencoder From Wavelet-Transformed Images. IEEE Access 12: 193923-193936 (2024) - [j101]Shujuan Tian, Ke-Ke Xu, Wen-Jian Ding, Yanchun Li
, Deze Zeng:
An offloading and pricing mechanism based on virtualization in edge-cloud computing. Comput. Networks 248: 110468 (2024) - [j100]Hongmin Geng, Deze Zeng, Yuepeng Li, Lin Gu, Quan Chen, Peng Li:
PLAYS: Minimizing DNN Inference Latency in Serverless Edge Cloud for Artificial Intelligence of Things. IEEE Internet Things J. 11(23): 37731-37740 (2024) - [j99]Jiuchen Shi
, Kaihua Fu
, Jiawen Wang
, Quan Chen
, Deze Zeng
, Minyi Guo
:
Adaptive QoS-Aware Microservice Deployment With Excessive Loads via Intra- and Inter-Datacenter Scheduling. IEEE Trans. Parallel Distributed Syst. 35(9): 1565-1582 (2024) - [c105]Chuhao Xu
, Yiyu Liu
, Zijun Li
, Quan Chen
, Han Zhao, Deze Zeng, Qian Peng, Xueqi Wu, Haifeng Zhao
, Senbo Fu, Minyi Guo:
FaaSMem: Improving Memory Efficiency of Serverless Computing with Memory Pool Architecture. ASPLOS (3) 2024: 331-348 - [c104]Yuepeng Li, Deze Zeng, Lin Gut, Song Guo, Albert Y. Zomaya:
DNN Partitioning and Assignment for Distributed Inference in SGX Empowered Edge Cloud. ICDCS 2024: 635-644 - [c103]Jinyu Chen, Wenchao Xu, Zicong Hong, Song Guo, Haozhao Wang, Jie Zhang, Deze Zeng:
OTAS: An Elastic Transformer Serving System via Token Adaptation. INFOCOM 2024: 1021-1030 - [c102]Yuepeng Li, Lin Gu, Zhihao Qu, Lifeng Tian, Deze Zeng:
On Efficient Zygote Container Planning and Task Scheduling for Edge Native Application Acceleration. INFOCOM 2024: 2259-2268 - [c101]Zhexiong Li, Deze Zeng, Ranzhao Chen:
WebAssembly or Container? Joint Optimization of Microservice Consolidation and Deployment towards Cost Efficient Edge-End Consortium. IWQoS 2024: 1-10 - [i3]Jinyu Chen, Wenchao Xu, Zicong Hong, Song Guo, Haozhao Wang, Jie Zhang, Deze Zeng:
OTAS: An Elastic Transformer Serving System via Token Adaptation. CoRR abs/2401.05031 (2024) - [i2]Han Zhao, Weihao Cui, Quan Chen, Shulai Zhang, Zijun Li, Jingwen Leng, Chao Li, Deze Zeng, Minyi Guo:
Towards Fast Setup and High Throughput of GPU Serverless Computing. CoRR abs/2404.14691 (2024) - 2023
- [j98]Xiaoxuan Ma, Mengping Yu, Huan Huang, Rui Hou, Mianxiong Dong, Kaoru Ota, Deze Zeng:
A time series classification method combining graph embedding and the bag-of-patterns algorithm. Appl. Intell. 53(22): 26297-26312 (2023) - [j97]Zhuwei Wang
, Yu Gao
, Chao Fang
, Lihan Liu
, Deze Zeng
, Mianxiong Dong
:
State-Estimation-Based Control Strategy Design for Connected Cruise Control With Delays. IEEE Syst. J. 17(1): 99-110 (2023) - [j96]Jie Zhang
, Song Guo
, Jingcai Guo
, Deze Zeng
, Jingren Zhou
, Albert Y. Zomaya
:
Towards Data-Independent Knowledge Transfer in Model-Heterogeneous Federated Learning. IEEE Trans. Computers 72(10): 2888-2901 (2023) - [j95]Deze Zeng
, Andong Zhu
, Lin Gu
, Peng Li
, Quan Chen
, Minyi Guo
:
Enabling Efficient Spatio-Temporal GPU Sharing for Network Function Virtualization. IEEE Trans. Computers 72(10): 2963-2977 (2023) - [j94]Han Zhao
, Weihao Cui
, Quan Chen
, Jingwen Leng
, Deze Zeng
, Minyi Guo
:
Improving Cluster Utilization Through Adaptive Resource Management for Deep Neural Network and CPU Jobs Colocation. IEEE Trans. Computers 72(12): 3458-3472 (2023) - [j93]Fahao Chen
, Peng Li
, Deze Zeng
, Song Guo
:
Edge-Assisted Short Video Sharing With Guaranteed Quality-of-Experience. IEEE Trans. Cloud Comput. 11(1): 13-24 (2023) - [j92]Wei Tian, Yangqing Zhao
, Rui Hou
, Mianxiong Dong
, Kaoru Ota, Deze Zeng
, Junmin Zhang:
A Centralized Control-Based Clustering Scheme for Energy Efficiency in Underwater Acoustic Sensor Networks. IEEE Trans. Green Commun. Netw. 7(2): 668-679 (2023) - [j91]Lin Gu
, Weiying Zhang, Zhongkui Wang, Deze Zeng
, Hai Jin
:
Service Management and Energy Scheduling Toward Low-Carbon Edge Computing. IEEE Trans. Sustain. Comput. 8(1): 109-119 (2023) - [j90]Yuepeng Li
, Deze Zeng
:
Dependency-Aware Task Scheduling in TrustZone Empowered Edge Clouds for Makespan Minimization. IEEE Trans. Sustain. Comput. 8(3): 423-434 (2023) - [j89]Yuepeng Li
, Deze Zeng
, Lin Gu
, Andong Zhu
, Quan Chen
, Shui Yu
:
PASTO: Enabling Secure and Efficient Task Offloading in TrustZone-Enabled Edge Clouds. IEEE Trans. Veh. Technol. 72(6): 8234-8238 (2023) - [j88]Chao Fang
, Zhaoming Hu
, Xiangheng Meng
, Shanshan Tu
, Zhuwei Wang
, Deze Zeng
, Wei Ni
, Song Guo
, Zhu Han
:
DRL-Driven Joint Task Offloading and Resource Allocation for Energy-Efficient Content Delivery in Cloud-Edge Cooperation Networks. IEEE Trans. Veh. Technol. 72(12): 16195-16207 (2023) - [j87]Rui Chen
, Jia Yang
, Huan Zhou
, Rongxing Lu
, Deze Zeng
:
Covert Communication in Two-Hop Cooperative Cognitive Radio System. IEEE Trans. Veh. Technol. 72(12): 16567-16581 (2023) - [c100]Yidong Zhong, Yang Ao, Dingding Li, Jianguo Li, Deze Zeng:
ADSwitch: Adaptive CPU Scheduling for Distributed Systems. ISPA/BDCloud/SocialCom/SustainCom 2023: 34-41 - [c99]Tao Xiong, Rui Hou, Lingyun Zhou, Guanglin Xing, Deze Zeng:
K-means ++ and Reinforcement Learning-Based Clustering Method to Achieve Energy Efficiency in Underwater Acoustic Sensor Networks. ISPA/BDCloud/SocialCom/SustainCom 2023: 50-55 - [c98]Changrui Chen, Xiaolin Chen, Deze Zeng:
ERODRL: Efficient ISP Routing Optimization via Deep Reinforcement Learning. ISPA/BDCloud/SocialCom/SustainCom 2023: 394-401 - [c97]Shaoheng Tan, Chang Liu, Dingding Li, Yong Tang, Deze Zeng:
A NUMA-aware Graph Database for Hybrid Memory System. ISPA/BDCloud/SocialCom/SustainCom 2023: 573-580 - [c96]Yuepeng Li, Deze Zeng, Hongmin Geng, Zaihang Yang:
Energy Efficient Partial Distributed Coded Computing in Edge Computing. GLOBECOM 2023: 3076-3080 - [c95]Hongmin Geng, Deze Zeng, Wenbing Chen, Yuepeng Li:
Layered Structure Aware Containerized Task Scheduling and Image Routing in Edge Computing. GLOBECOM 2023: 3694-3698 - [c94]Chao Fang, Hang Xu, Yingshan Li, Haofei Xie, Shu-Ming Tseng, Zheng Yang, Deze Zeng:
Cache-Assisted Content Delivery for NOMA-Based Satellite-Edge-Terminal Cooperation Networks. GLOBECOM 2023: 4871-4876 - [c93]Jiawen Wang, Quan Chen, Deze Zeng, Zhuo Song, Chen Chen, Minyi Guo:
STAG: Enabling Low Latency and Low Staleness of GNN-based Services with Dynamic Graphs. ICCD 2023: 170-173 - [c92]Pu Pang
, Yaoxuan Li
, Bo Liu
, Quan Chen
, Zhou Yu
, Zhibin Yu
, Deze Zeng
, Jingwen Leng
, Jieru Zhao
, Minyi Guo
:
PAC: Preference-Aware Co-location Scheduling on Heterogeneous NUMA Architectures To Improve Resource Utilization. ICS 2023: 75-86 - [c91]Lin Gu, Junhao Huang, Shaoxing Huang, Deze Zeng, Bo Li, Hai Jin:
LOPO: An Out-of-order Layer Pulling Orchestration Strategy for Fast Microservice Startup. INFOCOM 2023: 1-9 - [c90]Yuepeng Li, Deze Zeng, Lin Gu, Mingwei Ou, Quan Chen:
On Efficient Zygote Container Planning toward Fast Function Startup in Serverless Edge Cloud. INFOCOM 2023: 1-9 - [c89]Deze Zeng, Hongmin Geng, Lin Gu, Zhexiong Li:
Layered Structure Aware Dependent Microservice Placement Toward Cost Efficient Edge Clouds. INFOCOM 2023: 1-9 - [c88]Deze Zeng, Lin Gu, Quan Chen, Yu Lei:
CONTC: A Traffic Control System for Container Overlay Networks. IWQoS 2023: 1-10 - [c87]Deze Zeng, Andong Zhu
, Lin Gu, Quan Chen, Minyi Guo:
On Efficient Packet Batching and Resource Allocation for GPU based NFV Acceleration. IWQoS 2023: 1-10 - [i1]Jiawen Wang, Quan Chen, Deze Zeng, Zhuo Song, Chen Chen, Minyi Guo:
STAG: Enabling Low Latency and Low Staleness of GNN-based Services with Dynamic Graphs. CoRR abs/2309.15875 (2023) - 2022
- [j86]Huan Zhou
, Zhenning Wang
, Nan Cheng
, Deze Zeng
, Pingzhi Fan:
Stackelberg-Game-Based Computation Offloading Method in Cloud-Edge Computing Networks. IEEE Internet Things J. 9(17): 16510-16520 (2022) - [j85]Rui Hou
, Juan Fu, Mianxiong Dong
, Kaoru Ota, Deze Zeng
:
An Unequal Clustering Method Based on Particle Swarm Optimization in Underwater Acoustic Sensor Networks. IEEE Internet Things J. 9(24): 25027-25036 (2022) - [j84]Jiuchen Shi, Xiaoqing Cai, Wenli Zheng, Quan Chen, Deze Zeng, Tatsuhiro Tsuchiya, Minyi Guo:
Reliability and Incentive of Performance Assessment for Decentralized Clouds. J. Comput. Sci. Technol. 37(5): 1176-1199 (2022) - [j83]Yong Tang, Ronghua Lin
, Dingding Li
, Yuguo Li, Deze Zeng:
FSbrain: An intelligent I/O performance tuning system. J. Syst. Archit. 129: 102623 (2022) - [j82]Chao Fang
, Xiangheng Meng, Zhaoming Hu
, Fangmin Xu
, Deze Zeng
, Mianxiong Dong
, Wei Ni
:
AI-Driven Energy-Efficient Content Task Offloading in Cloud-Edge-End Cooperation Networks. IEEE Open J. Comput. Soc. 3: 162-171 (2022) - [j81]Jie Zhang
, Song Guo
, Zhihao Qu
, Deze Zeng
, Yufeng Zhan, Qifeng Liu
, Rajendra Akerkar
:
Adaptive Federated Learning on Non-IID Data With Resource Constraint. IEEE Trans. Computers 71(7): 1655-1667 (2022) - [j80]Deze Zeng
, Yuepeng Li, Lvhao Chen, Lin Gu
, Chengyu Hu
:
Sensing or Transmission? Stochastic Scheduling of Energy-Harvesting Sensors Toward Zero-Carbon IoT. IEEE Trans. Green Commun. Netw. 6(2): 1132-1140 (2022) - [j79]Lei Cui
, Youyang Qu
, Gang Xie
, Deze Zeng
, Ruidong Li
, Shigen Shen
, Shui Yu
:
Security and Privacy-Enhanced Federated Learning for Anomaly Detection in IoT Infrastructures. IEEE Trans. Ind. Informatics 18(5): 3492-3500 (2022) - [j78]Kaihua Fu, Wei Zhang
, Quan Chen
, Deze Zeng
, Minyi Guo
:
Adaptive Resource Efficient Microservice Deployment in Cloud-Edge Continuum. IEEE Trans. Parallel Distributed Syst. 33(8): 1825-1840 (2022) - [j77]Jie Zhang
, Song Guo
, Zhihao Qu
, Deze Zeng
, Haozhao Wang
, Qifeng Liu, Albert Y. Zomaya
:
Adaptive Vertical Federated Learning on Unbalanced Features. IEEE Trans. Parallel Distributed Syst. 33(10): 4006-4018 (2022) - [j76]Yuepeng Li
, Deze Zeng
, Lin Gu
, Quan Chen
, Song Guo
, Albert Y. Zomaya
, Minyi Guo:
Efficient and Secure Deep Learning Inference in Trusted Processor Enabled Edge Clouds. IEEE Trans. Parallel Distributed Syst. 33(10): 4311-4325 (2022) - [c86]Yuepeng Li, Deze Zeng, Lvhao Chen, Lin Gu, Weiyin Ma, Feng Gao:
Cost Efficient Service Mesh Controller Placement for Edge Native Computing. GLOBECOM 2022: 1368-1372 - [c85]Hongmin Geng, Deze Zeng, Yuepeng Li:
Performance Efficient Layer-aware DNN Inference Task Scheduling in GPU Cluster. GLOBECOM 2022: 2242-2247 - [c84]Siqi Huang, Deze Zeng, Zhihao Qu:
Toward Performance Efficient UAV Task Scheduling in Cloud Native Edge. GLOBECOM 2022: 4517-4522 - [c83]Boqian Fu, Fahao Chen, Peng Li, Deze Zeng:
TCB: Accelerating Transformer Inference Services with Request Concatenation. ICPP 2022: 6:1-6:11 - [c82]Lin Gu, Zirui Chen, Honghao Xu, Deze Zeng, Bo Li, Hai Jin:
Layer-aware Collaborative Microservice Deployment toward Maximal Edge Throughput. INFOCOM 2022: 71-79 - [c81]Jiuchen Shi, Jiawen Wang, Kaihua Fu, Quan Chen, Deze Zeng, Minyi Guo:
QoS-awareness of Microservices with Excessive Loads via Inter-Datacenter Scheduling. IPDPS 2022: 324-334 - [c80]Yuepeng Li, Deze Zeng, Lin Gu, Kun Wang, Song Guo:
On the Joint Optimization of Function Assignment and Communication Scheduling toward Performance Efficient Serverless Edge Computing. IWQoS 2022: 1-9 - [c79]Kaihua Fu, Jiuchen Shi, Quan Chen, Ningxin Zheng, Wei Zhang, Deze Zeng, Minyi Guo:
QoS-Aware Irregular Collaborative Inference for Improving Throughput of DNN Services. SC 2022: 69:1-69:14 - [c78]Zijun Li, Linsong Guo, Quan Chen, Jiagan Cheng, Chuhao Xu, Deze Zeng, Zhuo Song, Tao Ma, Yong Yang, Chao Li, Minyi Guo:
Help Rather Than Recycle: Alleviating Cold Startup in Serverless Computing Through Inter-Function Container Sharing. USENIX ATC 2022: 69-84 - [c77]Weihao Cui, Han Zhao, Quan Chen, Hao Wei, Zirui Li, Deze Zeng, Chao Li, Minyi Guo:
DVABatch: Diversity-aware Multi-Entry Multi-Exit Batching for Efficient Processing of DNN Services on GPUs. USENIX ATC 2022: 183-198 - [d1]Shengli Pan, Deze Zeng, Guangmin Hu, Ying-Chang Liang:
The Measurement Coverage for Boolean Tomography with Limited End Monitors. IEEE DataPort, 2022 - 2021
- [j75]Guanglin Xing, Jing Chen, Rui Hou, Lingyun Zhou, Mianxiong Dong, Deze Zeng, Jiangtao Luo, Maode Ma:
Isolation Forest-Based Mechanism to Defend against Interest Flooding Attacks in Named Data Networking. IEEE Commun. Mag. 59(3): 98-103 (2021) - [j74]Yuepeng Li, Deze Zeng
, Long Zheng:
On communication efficient dataflow computing in software defined networking enabled cloud. Concurr. Comput. Pract. Exp. 33(7): 1 (2021) - [j73]Deze Zeng
, Ruidong Li
, Zhi Zhou, Ruiting Zhou, Rami Langar, Md. Zakirul Alam Bhuiyan:
Editorial for Special Issue on Flexible Cloud and Edge for Internet-of-Things. Trans. Emerg. Telecommun. Technol. 32(8) (2021) - [j72]Guanglin Xing, Yumeng Chen, Rui Hou
, Mianxiong Dong
, Deze Zeng
, Jiangtao Luo
, Maode Ma
:
Game-Theory-Based Clustering Scheme for Energy Balancing in Underwater Acoustic Sensor Networks. IEEE Internet Things J. 8(11): 9005-9013 (2021) - [j71]Zhangbing Zhou, Takahiro Hara, Deze Zeng, Yu Zhang, Chunsheng Zhu:
Editorial: Collaborative Next Generation Networking. Mob. Networks Appl. 26(2): 794-796 (2021) - [j70]Muzhou Xiong, Lin Gu
, Haixin Liu, Deze Zeng, Hong Yao, Zhuzhong Qian:
A Network Calculus Based Delay and Backlog Analysis for Cloud Radio Access Networks. Mob. Networks Appl. 26(3): 1172-1181 (2021) - [j69]Deze Zeng, Nirwan Ansari, Marie-José Montpetit, Eve M. Schooler, Daniele Tarchi
:
Guest Editorial: In-Network Computing: Emerging Trends for the Edge-Cloud Continuum. IEEE Netw. 35(5): 12-13 (2021) - [j68]Deze Zeng, Geyong Min, Qiang He, Song Guo:
Convergence of Edge Computing and Next Generation Networking. Peer-to-Peer Netw. Appl. 14(6): 3891-3894 (2021) - [j67]Shengli Pan
, Peng Li
, Changsheng Yi
, Deze Zeng
, Ying-Chang Liang
, Guangmin Hu:
Edge Intelligence Empowered Urban Traffic Monitoring: A Network Tomography Perspective. IEEE Trans. Intell. Transp. Syst. 22(4): 2198-2211 (2021) - [j66]Rui Hou
, Shuo Zhou, Yong Zheng, Mianxiong Dong
, Kaoru Ota
, Deze Zeng
, Jiangtao Luo
, Maode Ma
:
Cluster Routing-Based Data Packet Backhaul Prediction Method in Vehicular Named Data Networking. IEEE Trans. Netw. Sci. Eng. 8(3): 2639-2650 (2021) - [j65]Pu Pang, Quan Chen
, Deze Zeng
, Minyi Guo
:
Adaptive Preference-Aware Co-Location for Improving Resource Utilization of Power Constrained Datacenters. IEEE Trans. Parallel Distributed Syst. 32(2): 441-456 (2021) - [j64]Rui Hou
, Shuo Zhou, Mengtian Cui
, Lingyun Zhou, Deze Zeng
, Jiangtao Luo
, Maode Ma
:
Data Forwarding Scheme for Vehicle Tracking in Named Data Networking. IEEE Trans. Veh. Technol. 70(7): 6684-6695 (2021) - [c76]Yuepeng Li, Deze Zeng, Lin Gu, Quan Chen, Song Guo, Albert Y. Zomaya
, Minyi Guo:
Lasagna: Accelerating Secure Deep Learning Inference in SGX-enabled Edge Cloud. SoCC 2021: 533-545 - [c75]Jiebin Luo, Weijie Zhang, Dingding Li
, Haoyu Luo, Deze Zeng:
A Lightweight Asynchronous I/O System for Non-volatile Memory. ICA3PP (2) 2021: 108-122 - [c74]Yiting Huang, Zhiwen Wang, Yuguo Li, Junlang Huang, Dingding Li, Yong Tang, Deze Zeng:
IObrain: An Intelligent Lightweight I/O Recommendation System based on Decision Tree. ICPADS 2021: 42-49 - [c73]Lin Gu, Deze Zeng, Jie Hu, Bo Li, Hai Jin:
Layer Aware Microservice Placement and Request Scheduling at the Edge. INFOCOM 2021: 1-9 - [c72]Lin Gu, Deze Zeng, Jie Hu, Hai Jin, Song Guo, Albert Y. Zomaya
:
Exploring Layered Container Structure for Cost Efficient Microservice Deployment. INFOCOM 2021: 1-9 - [c71]Kaihua Fu, Wei Zhang, Quan Chen, Deze Zeng, Xin Peng, Wenli Zheng, Minyi Guo:
QoS-Aware and Resource Efficient Microservice Deployment in Cloud-Edge Continuum. IPDPS 2021: 932-941 - [c70]Andong Zhu
, Deze Zeng, Lin Gu, Peng Li, Quan Chen:
Gost: Enabling Efficient Spatio-Temporal GPU Sharing for Network Function Virtualization. IWQoS 2021: 1-10 - [e4]Deze Zeng, Huan Huang, Rui Hou, Seungmin Rho, Naveen K. Chilamkurti:
Big Data Technologies and Applications - 10th EAI International Conference, BDTA 2020, and 13th EAI International Conference on Wireless Internet, WiCON 2020, Virtual Event, December 11, 2020, Proceedings. Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering 371, Springer 2021, ISBN 978-3-030-72801-4 [contents] - 2020
- [b2]Deze Zeng, Lin Gu, Shengli Pan, Song Guo:
Software Defined Systems - Sensing, Communication and Computation. Springer Briefs in Computer Science, Springer 2020, ISBN 978-3-030-32941-9, pp. 1-103 - [j63]Chao Liu, Deze Zeng
, Hong Yao, Xuesong Yan, Linchen Yu
, Zhangjie Fu:
An efficient iterative graph data processing framework based on bulk synchronous parallel model. Concurr. Comput. Pract. Exp. 32(3) (2020) - [j62]Deze Zeng, Lin Gu, Hong Yao:
Towards energy efficient service composition in green energy powered Cyber-Physical Fog Systems. Future Gener. Comput. Syst. 105: 757-765 (2020) - [j61]Hong Yao, Muzhou Xiong, Hui Li, Lin Gu, Deze Zeng:
Joint optimization of function mapping and preemptive scheduling for service chains in network function virtualization. Future Gener. Comput. Syst. 108: 1112-1118 (2020) - [j60]Yufeng Zhan, Peng Li
, Zhihao Qu
, Deze Zeng
, Song Guo
:
A Learning-Based Incentive Mechanism for Federated Learning. IEEE Internet Things J. 7(7): 6360-6368 (2020) - [j59]Lin Gu, Deze Zeng
, Wei Li, Song Guo, Albert Y. Zomaya
, Hai Jin:
Intelligent VNF Orchestration and Flow Scheduling via Model-Assisted Deep Reinforcement Learning. IEEE J. Sel. Areas Commun. 38(2): 279-291 (2020) - [j58]Muzhou Xiong, Yuepeng Li, Lin Gu, Shengli Pan, Deze Zeng, Peng Li:
Reinforcement Learning Empowered IDPS for Vehicular Networks in Edge Computing. IEEE Netw. 34(3): 57-63 (2020) - [j57]Chengyu Hu
, Xin Shu, Xuesong Yan, Deze Zeng, Wenyin Gong, Lei Wang:
Inline wireless mobile sensors and fog nodes placement for leakage detection in water distribution systems. Softw. Pract. Exp. 50(7): 1152-1167 (2020) - [j56]Lin Gu
, Jie Hu, Deze Zeng, Song Guo, Hai Jin
:
Service Function Chain Deployment and Network Flow Scheduling in Geo-Distributed Data Centers. IEEE Trans. Netw. Sci. Eng. 7(4): 2587-2597 (2020) - [c69]Shengli Pan, Peng Li, Deze Zeng, Zhiyong Zhang, Song Guo, Ying-Chang Liang
:
Learning-Based Network Boolean Tomography for Identifying Congested Links with Correlations. GLOBECOM 2020: 1-6 - [c68]Zitong Wang
, Deze Zeng, Lin Gu, Song Guo:
A Game-based Network Slicing and Resource Scheduling for Compute First Networking. GLOBECOM 2020: 1-6 - [c67]Xiaojing Gao, Mengfan Cheng, Shan Li, Deze Zeng:
Unveil the Time Delay Signature in Delayed Chaotic Communication System via CNN. ICC 2020: 1-6 - [c66]Han Zhao, Weihao Cui, Quan Chen, Jingwen Leng, Kai Yu, Deze Zeng, Chao Li, Minyi Guo:
CODA: Improving Resource Utilization by Slimming and Co-locating DNN and CPU Jobs. ICDCS 2020: 853-863 - [c65]Song Guo, Deze Zeng:
Pedagogical Data Federation toward Education 4.0. ICFET 2020: 51-55 - [c64]Yuepeng Li, Deze Zeng, Lin Gu, Andong Zhu
, Quan Chen:
Task Offloading in Trusted Execution Environment empowered Edge Computing. ICPADS 2020: 316-323 - [c63]Yuepeng Li, Lvhao Chen, Deze Zeng, Lin Gu:
A Customized Reinforcement Learning based Binary Offloading in Edge Cloud. ICPADS 2020: 356-362 - [c62]Tong Wu
, Xuxun Liu, Deze Zeng, Huan Zhou, Shouzhi Xu:
Incentive-driven Data Offloading and Caching Replacement Scheme in Opportunistic Mobile Networks. ICPADS 2020: 679-684 - [c61]Pu Pang, Quan Chen, Deze Zeng, Chao Li, Jingwen Leng, Wenli Zheng, Minyi Guo:
Sturgeon: Preference-aware Co-location for Improving Utilization of Power Constrained Computers. IPDPS 2020: 718-727 - [c60]Kai Jiang, Huan Zhou, Deze Zeng, Jie Wu:
Multi-Agent Reinforcement Learning for Cooperative Edge Caching in Internet of Vehicles. MASS 2020: 455-463 - [c59]Shifu Dong, Deze Zeng, Lin Gu, Song Guo:
Offloading Federated Learning Task to Edge Computing with Trust Execution Environment. MASS 2020: 491-496
2010 – 2019
- 2019
- [j55]Shengli Pan
, Zhiyong Zhang, Zongwang Zhang, Deze Zeng:
Dependency-Aware Computation Offloading in Mobile Edge Computing: A Reinforcement Learning Approach. IEEE Access 7: 134742-134753 (2019) - [j54]Lin Gu, Jingjing Cai, Deze Zeng, Yu Zhang
, Hai Jin, Weiqi Dai
:
Energy efficient task allocation and energy scheduling in green energy powered edge computing. Future Gener. Comput. Syst. 95: 89-99 (2019) - [j53]