Deze Zeng

ORCID

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 151

Top Venues

IEEE Trans. Computers

GLOBECOM

IEEE Trans. Parallel Distributed Syst.

INFOCOM

Publications

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)
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) (2024)
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 (2024)
Jinyu Chen, Wenchao Xu, Zicong Hong, Song Guo, Haozhao Wang, Jie Zhang, Deze Zeng
OTAS: An Elastic Transformer Serving System via Token Adaptation. CoRR (2024)
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 (2024)
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)
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)
Yuepeng Li, Deze Zeng
Dependency-Aware Task Scheduling in TrustZone Empowered Edge Clouds for Makespan Minimization. IEEE Trans. Sustain. Comput. 8 (3) (2023)
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)
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) (2023)
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)
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) (2023)
Changrui Chen, Xiaolin Chen, Deze Zeng
ERODRL: Efficient ISP Routing Optimization via Deep Reinforcement Learning. ISPA/BDCloud/SocialCom/SustainCom (2023)
Yuepeng Li, Deze Zeng, Hongmin Geng, Zaihang Yang
Energy Efficient Partial Distributed Coded Computing in Edge Computing. GLOBECOM (2023)
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) (2023)
Hongmin Geng, Deze Zeng, Wenbing Chen, Yuepeng Li
Layered Structure Aware Containerized Task Scheduling and Image Routing in Edge Computing. GLOBECOM (2023)
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) (2023)
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)
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) (2023)
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 (2023)
Shaoheng Tan, Chang Liu, Dingding Li, Yong Tang, Deze Zeng
A NUMA-aware Graph Database for Hybrid Memory System. ISPA/BDCloud/SocialCom/SustainCom (2023)
Yidong Zhong, Yang Ao, Dingding Li, Jianguo Li, Deze Zeng
ADSwitch: Adaptive CPU Scheduling for Distributed Systems. ISPA/BDCloud/SocialCom/SustainCom (2023)
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)
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) (2023)
Fahao Chen, Peng Li, Deze Zeng, Song Guo
Edge-Assisted Short Video Sharing With Guaranteed Quality-of-Experience. IEEE Trans. Cloud Comput. 11 (1) (2023)
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)
Deze Zeng, Andong Zhu, Lin Gu, Quan Chen, Minyi Guo
On Efficient Packet Batching and Resource Allocation for GPU based NFV Acceleration. IWQoS (2023)
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) (2023)
Deze Zeng, Hongmin Geng, Lin Gu, Zhexiong Li
Layered Structure Aware Dependent Microservice Placement Toward Cost Efficient Edge Clouds. INFOCOM (2023)
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) (2023)
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) (2023)
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) (2023)
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)
Deze Zeng, Lin Gu, Quan Chen, Yu Lei
CONTC: A Traffic Control System for Container Overlay Networks. IWQoS (2023)
Boqian Fu, Fahao Chen, Peng Li, Deze Zeng
TCB: Accelerating Transformer Inference Services with Request Concatenation. ICPP (2022)
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) (2022)
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 Annual Technical Conference (2022)
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) (2022)
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) (2022)
Hongmin Geng, Deze Zeng, Yuepeng Li
Performance Efficient Layer-aware DNN Inference Task Scheduling in GPU Cluster. GLOBECOM (2022)
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) (2022)
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) (2022)
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) (2022)
Yuepeng Li, Deze Zeng, Lvhao Chen, Lin Gu, Weiyin Ma, Feng Gao
Cost Efficient Service Mesh Controller Placement for Edge Native Computing. GLOBECOM (2022)
Yong Tang, Ronghua Lin, Dingding Li, Yuguo Li, Deze Zeng
FSbrain: An intelligent I/O performance tuning system. J. Syst. Archit. 129 (2022)
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) (2022)
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)
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) (2022)
Lin Gu, Zirui Chen, Honghao Xu, Deze Zeng, Bo Li, Hai Jin
Layer-aware Collaborative Microservice Deployment toward Maximal Edge Throughput. INFOCOM (2022)
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) (2022)
Siqi Huang, Deze Zeng, Zhihao Qu
Toward Performance Efficient UAV Task Scheduling in Cloud Native Edge. GLOBECOM (2022)
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 Annual Technical Conference (2022)
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)
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)
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 (2022)
Zhangbing Zhou, Takahiro Hara, Deze Zeng, Yu Zhang, Chunsheng Zhu
Editorial: Collaborative Next Generation Networking. Mob. Networks Appl. 26 (2) (2021)
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) (2021)
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) (2021)
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)
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) (2021)
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)
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) (2021)
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) (2021)
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) (2021)
Jiebin Luo, Weijie Zhang, Dingding Li, Haoyu Luo, Deze Zeng
A Lightweight Asynchronous I/O System for Non-volatile Memory. ICA3PP (2) (2021)
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)
Lin Gu, Deze Zeng, Jie Hu, Hai Jin, Song Guo, Albert Y. Zomaya
Exploring Layered Container Structure for Cost Efficient Microservice Deployment. INFOCOM (2021)
Deze Zeng, Geyong Min, Qiang He, Song Guo
Convergence of Edge Computing and Next Generation Networking. Peer-to-Peer Netw. Appl. 14 (6) (2021)
Lin Gu, Deze Zeng, Jie Hu, Bo Li, Hai Jin
Layer Aware Microservice Placement and Request Scheduling at the Edge. INFOCOM (2021)
Yuepeng Li, Deze Zeng, Long Zheng
On communication efficient dataflow computing in software defined networking enabled cloud. Concurr. Comput. Pract. Exp. 33 (7) (2021)
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) (2021)
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) (2021)
Andong Zhu, Deze Zeng, Lin Gu, Peng Li, Quan Chen
Gost: Enabling Efficient Spatio-Temporal GPU Sharing for Network Function Virtualization. IWQoS (2021)
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)
Shifu Dong, Deze Zeng, Lin Gu, Song Guo
Offloading Federated Learning Task to Edge Computing with Trust Execution Environment. MASS (2020)
Song Guo, Deze Zeng
Pedagogical Data Federation toward Education 4.0. ICFET (2020)
Kai Jiang, Huan Zhou, Deze Zeng, Jie Wu
Multi-Agent Reinforcement Learning for Cooperative Edge Caching in Internet of Vehicles. MASS (2020)
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)
Xiaojing Gao, Mengfan Cheng, Shan Li, Deze Zeng
Unveil the Time Delay Signature in Delayed Chaotic Communication System via CNN. ICC (2020)
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 (2020)
Yuepeng Li, Deze Zeng, Lin Gu, Andong Zhu, Quan Chen
Task Offloading in Trusted Execution Environment empowered Edge Computing. ICPADS (2020)
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)
Deze Zeng, Lin Gu, Hong Yao
Towards energy efficient service composition in green energy powered Cyber-Physical Fog Systems. Future Gener. Comput. Syst. 105 (2020)
Zitong Wang, Deze Zeng, Lin Gu, Song Guo
A Game-based Network Slicing and Resource Scheduling for Compute First Networking. GLOBECOM (2020)
Yufeng Zhan, Peng Li, Zhihao Qu, Deze Zeng, Song Guo
A Learning-Based Incentive Mechanism for Federated Learning. IEEE Internet Things J. 7 (7) (2020)
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) (2020)
Tong Wu, Xuxun Liu, Deze Zeng, Huan Zhou, Shouzhi Xu
Incentive-driven Data Offloading and Caching Replacement Scheme in Opportunistic Mobile Networks. ICPADS (2020)
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) (2020)
Yuepeng Li, Lvhao Chen, Deze Zeng, Lin Gu
A Customized Reinforcement Learning based Binary Offloading in Edge Cloud. ICPADS (2020)
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)
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) (2020)
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)
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) (2020)
Deze Zeng, Shengli Pan, Zhuoling Chen, Lin Gu
An MDP-Based Wireless Energy Harvesting Decision Strategy for Mobile Device in Edge Computing. IEEE Netw. 33 (6) (2019)
Qihua Zhou, Kun Wang, Peng Li, Deze Zeng, Song Guo, Baoliu Ye, Minyi Guo
Fast Coflow Scheduling via Traffic Compression and Stage Pipelining in Datacenter Networks. IEEE Trans. Computers 68 (12) (2019)
Lin Gu, Deze Zeng, Sheng Tao, Song Guo, Hai Jin, Albert Y. Zomaya, Weihua Zhuang
Fairness-Aware Dynamic Rate Control and Flow Scheduling for Network Utility Maximization in Network Service Chain. IEEE J. Sel. Areas Commun. 37 (5) (2019)
Xiaoxuan Hu, Peng Li, Kun Wang, Yanfei Sun, Deze Zeng, Xiaoyan Wang, Song Guo
Joint Workload Scheduling and Energy Management for Green Data Centers Powered by Fuel Cells. IEEE Trans. Green Commun. Netw. 3 (2) (2019)
Jie Zhang, Song Guo, Deze Zeng, Zhihao Qu
Multi-Path Routing Oriented Flow Statistics Collection in Software Defined Networks. ICPADS (2019)
Lin Gu, Deze Zeng, Wei Li, Song Guo, Albert Y. Zomaya, Hai Jin
Deep Reinforcement Learning Based VNF Management in Geo-distributed Edge Computing. ICDCS (2019)
Jiahui Yu, Kun Wang, Deze Zeng, Chunsheng Zhu, Song Guo
Privacy-preserving Data Aggregation Computing in Cyber-Physical Social Systems. ACM Trans. Cyber Phys. Syst. 3 (1) (2019)

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Publication Activity (10 Years)

Top Topics

Top Venues

Deze Zeng