Deze Zeng
Orcid: 0000-0003-3276-1202
According to our database1,
Deze Zeng
authored at least 211 papers
between 2008 and 2025.
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Bibliography
2025
A deep learning approach for non-invasive Alzheimer's monitoring using microwave radar data.
Neural Networks, 2025
2024
PLAYS: Minimizing DNN Inference Latency in Serverless Edge Cloud for Artificial Intelligence of Things.
IEEE Internet Things J., December, 2024
Adaptive QoS-Aware Microservice Deployment With Excessive Loads via Intra- and Inter-Datacenter Scheduling.
IEEE Trans. Parallel Distributed Syst., September, 2024
Comput. Networks, 2024
WebAssembly or Container? Joint Optimization of Microservice Consolidation and Deployment towards Cost Efficient Edge-End Consortium.
Proceedings of the 32nd IEEE/ACM International Symposium on Quality of Service, 2024
On Efficient Zygote Container Planning and Task Scheduling for Edge Native Application Acceleration.
Proceedings of the IEEE INFOCOM 2024, 2024
Proceedings of the IEEE INFOCOM 2024, 2024
DNN Partitioning and Assignment for Distributed Inference in SGX Empowered Edge Cloud.
Proceedings of the 44th IEEE International Conference on Distributed Computing Systems, 2024
FaaSMem: Improving Memory Efficiency of Serverless Computing with Memory Pool Architecture.
Proceedings of the 29th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, 2024
2023
DRL-Driven Joint Task Offloading and Resource Allocation for Energy-Efficient Content Delivery in Cloud-Edge Cooperation Networks.
IEEE Trans. Veh. Technol., December, 2023
IEEE Trans. Veh. Technol., December, 2023
Improving Cluster Utilization Through Adaptive Resource Management for Deep Neural Network and CPU Jobs Colocation.
IEEE Trans. Computers, December, 2023
A time series classification method combining graph embedding and the bag-of-patterns algorithm.
Appl. Intell., November, 2023
Towards Data-Independent Knowledge Transfer in Model-Heterogeneous Federated Learning.
IEEE Trans. Computers, October, 2023
IEEE Trans. Computers, October, 2023
PASTO: Enabling Secure and Efficient Task Offloading in TrustZone-Enabled Edge Clouds.
IEEE Trans. Veh. Technol., June, 2023
A Centralized Control-Based Clustering Scheme for Energy Efficiency in Underwater Acoustic Sensor Networks.
IEEE Trans. Green Commun. Netw., June, 2023
State-Estimation-Based Control Strategy Design for Connected Cruise Control With Delays.
IEEE Syst. J., March, 2023
Dependency-Aware Task Scheduling in TrustZone Empowered Edge Clouds for Makespan Minimization.
IEEE Trans. Sustain. Comput., 2023
IEEE Trans. Sustain. Comput., 2023
IEEE Trans. Cloud Comput., 2023
Proceedings of the 31st IEEE/ACM International Symposium on Quality of Service, 2023
Proceedings of the 31st IEEE/ACM International Symposium on Quality of Service, 2023
Layered Structure Aware Dependent Microservice Placement Toward Cost Efficient Edge Clouds.
Proceedings of the IEEE INFOCOM 2023, 2023
On Efficient Zygote Container Planning toward Fast Function Startup in Serverless Edge Cloud.
Proceedings of the IEEE INFOCOM 2023, 2023
LOPO: An Out-of-order Layer Pulling Orchestration Strategy for Fast Microservice Startup.
Proceedings of the IEEE INFOCOM 2023, 2023
PAC: Preference-Aware Co-location Scheduling on Heterogeneous NUMA Architectures To Improve Resource Utilization.
Proceedings of the 37th International Conference on Supercomputing, 2023
STAG: Enabling Low Latency and Low Staleness of GNN-based Services with Dynamic Graphs.
Proceedings of the 41st IEEE International Conference on Computer Design, 2023
Proceedings of the IEEE Global Communications Conference, 2023
Layered Structure Aware Containerized Task Scheduling and Image Routing in Edge Computing.
Proceedings of the IEEE Global Communications Conference, 2023
Cache-Assisted Content Delivery for NOMA-Based Satellite-Edge-Terminal Cooperation Networks.
Proceedings of the IEEE Global Communications Conference, 2023
Proceedings of the IEEE Intl Conf on Parallel & Distributed Processing with Applications, 2023
K-means ++ and Reinforcement Learning-Based Clustering Method to Achieve Energy Efficiency in Underwater Acoustic Sensor Networks.
Proceedings of the IEEE Intl Conf on Parallel & Distributed Processing with Applications, 2023
Proceedings of the IEEE Intl Conf on Parallel & Distributed Processing with Applications, 2023
Proceedings of the IEEE Intl Conf on Parallel & Distributed Processing with Applications, 2023
2022
Dataset, May, 2022
IEEE Trans. Parallel Distributed Syst., 2022
Efficient and Secure Deep Learning Inference in Trusted Processor Enabled Edge Clouds.
IEEE Trans. Parallel Distributed Syst., 2022
IEEE Trans. Parallel Distributed Syst., 2022
Security and Privacy-Enhanced Federated Learning for Anomaly Detection in IoT Infrastructures.
IEEE Trans. Ind. Informatics, 2022
Sensing or Transmission? Stochastic Scheduling of Energy-Harvesting Sensors Toward Zero-Carbon IoT.
IEEE Trans. Green Commun. Netw., 2022
IEEE Trans. Computers, 2022
AI-Driven Energy-Efficient Content Task Offloading in Cloud-Edge-End Cooperation Networks.
IEEE Open J. Comput. Soc., 2022
J. Comput. Sci. Technol., 2022
Stackelberg-Game-Based Computation Offloading Method in Cloud-Edge Computing Networks.
IEEE Internet Things J., 2022
An Unequal Clustering Method Based on Particle Swarm Optimization in Underwater Acoustic Sensor Networks.
IEEE Internet Things J., 2022
Help Rather Than Recycle: Alleviating Cold Startup in Serverless Computing Through Inter-Function Container Sharing.
Proceedings of the 2022 USENIX Annual Technical Conference, 2022
DVABatch: Diversity-aware Multi-Entry Multi-Exit Batching for Efficient Processing of DNN Services on GPUs.
Proceedings of the 2022 USENIX Annual Technical Conference, 2022
QoS-Aware Irregular Collaborative Inference for Improving Throughput of DNN Services.
Proceedings of the SC22: International Conference for High Performance Computing, 2022
On the Joint Optimization of Function Assignment and Communication Scheduling toward Performance Efficient Serverless Edge Computing.
Proceedings of the 30th IEEE/ACM International Symposium on Quality of Service, 2022
Proceedings of the 2022 IEEE International Parallel and Distributed Processing Symposium, 2022
Proceedings of the IEEE INFOCOM 2022, 2022
Proceedings of the 51st International Conference on Parallel Processing, 2022
Proceedings of the IEEE Global Communications Conference, 2022
Proceedings of the IEEE Global Communications Conference, 2022
Proceedings of the IEEE Global Communications Conference, 2022
2021
IEEE Trans. Veh. Technol., 2021
Adaptive Preference-Aware Co-Location for Improving Resource Utilization of Power Constrained Datacenters.
IEEE Trans. Parallel Distributed Syst., 2021
Cluster Routing-Based Data Packet Backhaul Prediction Method in Vehicular Named Data Networking.
IEEE Trans. Netw. Sci. Eng., 2021
Edge Intelligence Empowered Urban Traffic Monitoring: A Network Tomography Perspective.
IEEE Trans. Intell. Transp. Syst., 2021
Peer-to-Peer Netw. Appl., 2021
IEEE Netw., 2021
Mob. Networks Appl., 2021
Game-Theory-Based Clustering Scheme for Energy Balancing in Underwater Acoustic Sensor Networks.
IEEE Internet Things J., 2021
Trans. Emerg. Telecommun. Technol., 2021
On communication efficient dataflow computing in software defined networking enabled cloud.
Concurr. Comput. Pract. Exp., 2021
Isolation Forest-Based Mechanism to Defend against Interest Flooding Attacks in Named Data Networking.
IEEE Commun. Mag., 2021
Gost: Enabling Efficient Spatio-Temporal GPU Sharing for Network Function Virtualization.
Proceedings of the 29th IEEE/ACM International Symposium on Quality of Service, 2021
Proceedings of the 35th IEEE International Parallel and Distributed Processing Symposium, 2021
Proceedings of the 40th IEEE Conference on Computer Communications, 2021
Proceedings of the 40th IEEE Conference on Computer Communications, 2021
IObrain: An Intelligent Lightweight I/O Recommendation System based on Decision Tree.
Proceedings of the 27th IEEE International Conference on Parallel and Distributed Systems, 2021
Proceedings of the Algorithms and Architectures for Parallel Processing, 2021
Proceedings of the SoCC '21: ACM Symposium on Cloud Computing, 2021
2020
Springer Briefs in Computer Science, Springer, ISBN: 978-3-030-32941-9, 2020
Service Function Chain Deployment and Network Flow Scheduling in Geo-Distributed Data Centers.
IEEE Trans. Netw. Sci. Eng., 2020
Inline wireless mobile sensors and fog nodes placement for leakage detection in water distribution systems.
Softw. Pract. Exp., 2020
IEEE Netw., 2020
Intelligent VNF Orchestration and Flow Scheduling via Model-Assisted Deep Reinforcement Learning.
IEEE J. Sel. Areas Commun., 2020
IEEE Internet Things J., 2020
Towards energy efficient service composition in green energy powered Cyber-Physical Fog Systems.
Future Gener. Comput. Syst., 2020
Joint optimization of function mapping and preemptive scheduling for service chains in network function virtualization.
Future Gener. Comput. Syst., 2020
An efficient iterative graph data processing framework based on bulk synchronous parallel model.
Concurr. Comput. Pract. Exp., 2020
Multi-Agent Reinforcement Learning for Cooperative Edge Caching in Internet of Vehicles.
Proceedings of the 17th IEEE International Conference on Mobile Ad Hoc and Sensor Systems, 2020
Offloading Federated Learning Task to Edge Computing with Trust Execution Environment.
Proceedings of the 17th IEEE International Conference on Mobile Ad Hoc and Sensor Systems, 2020
Sturgeon: Preference-aware Co-location for Improving Utilization of Power Constrained Computers.
Proceedings of the 2020 IEEE International Parallel and Distributed Processing Symposium (IPDPS), 2020
Incentive-driven Data Offloading and Caching Replacement Scheme in Opportunistic Mobile Networks.
Proceedings of the 26th IEEE International Conference on Parallel and Distributed Systems, 2020
Proceedings of the 26th IEEE International Conference on Parallel and Distributed Systems, 2020
Proceedings of the 26th IEEE International Conference on Parallel and Distributed Systems, 2020
Proceedings of the ICFET 2020, 2020
Proceedings of the 40th IEEE International Conference on Distributed Computing Systems, 2020
Proceedings of the 2020 IEEE International Conference on Communications, 2020
Proceedings of the IEEE Global Communications Conference, 2020
Learning-Based Network Boolean Tomography for Identifying Congested Links with Correlations.
Proceedings of the IEEE Global Communications Conference, 2020
2019
Joint Workload Scheduling and Energy Management for Green Data Centers Powered by Fuel Cells.
IEEE Trans. Green Commun. Netw., 2019
ACM Trans. Cyber Phys. Syst., 2019
Fast Coflow Scheduling via Traffic Compression and Stage Pipelining in Datacenter Networks.
IEEE Trans. Computers, 2019
Multimodal optimization problem in contamination source determination of water supply networks.
Swarm Evol. Comput., 2019
General Identifiability Condition for Network Topology Monitoring with Network Tomography.
Sensors, 2019
An MDP-Based Wireless Energy Harvesting Decision Strategy for Mobile Device in Edge Computing.
IEEE Netw., 2019
IEEE Netw., 2019
When Green Energy Meets Cloud Radio Access Network: Joint Optimization Towards Brown Energy Minimization.
Mob. Networks Appl., 2019
Fairness-Aware Dynamic Rate Control and Flow Scheduling for Network Utility Maximization in Network Service Chain.
IEEE J. Sel. Areas Commun., 2019
IEEE Internet Things J., 2019
Energy efficient task allocation and energy scheduling in green energy powered edge computing.
Future Gener. Comput. Syst., 2019
Dependency-Aware Computation Offloading in Mobile Edge Computing: A Reinforcement Learning Approach.
IEEE Access, 2019
Proceedings of the 25th IEEE International Conference on Parallel and Distributed Systems, 2019
Proceedings of the 39th IEEE International Conference on Distributed Computing Systems, 2019
Proceedings of the Green, Pervasive, and Cloud Computing - 14th International Conference, 2019
2018
A survey on sensor placement for contamination detection in water distribution systems.
Wirel. Networks, 2018
Energy-Efficient Coordinated Multipoint Scheduling in Green Cloud Radio Access Network.
IEEE Trans. Veh. Technol., 2018
IEEE Syst. J., 2018
Peer-to-Peer Netw. Appl., 2018
Quality-of-sensing aware budget constrained contaminant detection sensor deployment in water distribution system.
J. Netw. Comput. Appl., 2018
Future Gener. Comput. Syst., 2018
Proceedings of the 2018 IEEE SmartWorld, 2018
Proceedings of the 2018 IEEE SmartWorld, 2018
Stochastic Analysis on Fog Computing Empowered Mobile Crowdsensing with D2D Communications.
Proceedings of the 2018 IEEE SmartWorld, 2018
Stochastic Scheduling Towards Cost Efficient Network Function Virtualization in Edge Cloud.
Proceedings of the 15th Annual IEEE International Conference on Sensing, 2018
Proceedings of the 2018 IEEE International Parallel and Distributed Processing Symposium, 2018
Proceedings of the 27th International Conference on Computer Communication and Networks, 2018
Energy Management of Data Centers Powered by Fuel Cells and Heterogeneous Energy Storage.
Proceedings of the 2018 IEEE International Conference on Communications, 2018
2017
IEEE Wirel. Commun., 2017
Strategic Antieavesdropping Game for Physical Layer Security in Wireless Cooperative Networks.
IEEE Trans. Veh. Technol., 2017
IEEE Trans. Sustain. Comput., 2017
Cost Efficient Resource Management in Fog Computing Supported Medical Cyber-Physical System.
IEEE Trans. Emerg. Top. Comput., 2017
IEEE Netw., 2017
Int. J. Comput. Sci. Eng., 2017
Heterogeneous cloudlet deployment and user-cloudlet association toward cost effective fog computing.
Concurr. Comput. Pract. Exp., 2017
Proceedings of the 86th IEEE Vehicular Technology Conference, 2017
Fairness-aware dynamic rate control and flow scheduling for network function virtualization.
Proceedings of the 25th IEEE/ACM International Symposium on Quality of Service, 2017
Proceedings of the 2017 IEEE International Symposium on Parallel and Distributed Processing with Applications and 2017 IEEE International Conference on Ubiquitous Computing and Communications (ISPA/IUCC), 2017
Multi-Path Routing for Energy Efficient Mobile Offloading in Software Defined Networks.
Proceedings of the 2017 IEEE International Symposium on Parallel and Distributed Processing with Applications and 2017 IEEE International Conference on Ubiquitous Computing and Communications (ISPA/IUCC), 2017
Dynamic Service Migration via Approximate Markov Decision Process in Mobile Edge-Clouds.
Proceedings of the Internet and Distributed Computing Systems, 2017
A Network Calculus Analysis for the Baseband Processing Capacity in Cloud Radio Access Network.
Proceedings of the Cloud Computing and Security - Third International Conference, 2017
Joint Optimization of Virtual Function Migration and Rule Update in Software Defined NFV Networks.
Proceedings of the 2017 IEEE Global Communications Conference, 2017
Minimize Coflow Completion Time via Joint Optimization of Flow Scheduling and Processor Placement.
Proceedings of the 2017 IEEE Global Communications Conference, 2017
On Cost Efficient Dataflow Computing Program Deployment in SDN Managed Distributed Computing Environment.
Proceedings of the Collaborative Computing: Networking, Applications and Worksharing, 2017
2016
On Cost-Efficient Sensor Placement for Contaminant Detection in Water Distribution Systems.
IEEE Trans. Ind. Informatics, 2016
Joint Optimization of Task Scheduling and Image Placement in Fog Computing Supported Software-Defined Embedded System.
IEEE Trans. Computers, 2016
A General Communication Cost Optimization Framework for Big Data Stream Processing in Geo-Distributed Data Centers.
IEEE Trans. Computers, 2016
IEEE Syst. J., 2016
Peer-to-Peer Netw. Appl., 2016
Concurr. Comput. Pract. Exp., 2016
A Crowd Simulation Based UAV Control Architecture for Industrial Disaster Evacuation.
Proceedings of the IEEE 83rd Vehicular Technology Conference, 2016
Communication cost efficient virtualized network function placement for big data processing.
Proceedings of the IEEE Conference on Computer Communications Workshops, 2016
Joint optimization on switch activation and flow routing towards energy efficient software defined data center networks.
Proceedings of the 2016 IEEE International Conference on Communications, 2016
Joint Optimization of VM Placement and Rule Placement towards Energy Efficient Software-Defined Data Centers.
Proceedings of the 2016 IEEE International Conference on Computer and Information Technology, 2016
2015
Wireless Networks, Springer, ISBN: 978-3-319-24720-5, 2015
IEEE Trans. Computers, 2015
IEEE Trans. Computers, 2015
Opportunistic Offloading of Deadline-Constrained Bulk Cellular Traffic in Vehicular DTNs.
IEEE Trans. Computers, 2015
IEEE Trans. Computers, 2015
Optimal Task Placement with QoS Constraints in Geo-Distributed Data Centers Using DVFS.
IEEE Trans. Computers, 2015
An artificial bee colony algorithm for data collection path planning in sparse wireless sensor networks.
Int. J. Mach. Learn. Cybern., 2015
An Advertiser-Centric Cooperative Mechanism in Smartphone Advertising Based on Stackelberg Game Analysis.
Int. J. Web Serv. Res., 2015
Int. J. Auton. Adapt. Commun. Syst., 2015
Migrate or not? Exploring virtual machine migration in roadside cloudlet-based vehicular cloud.
Concurr. Comput. Pract. Exp., 2015
A MapReduce based Parallel Niche Genetic Algorithm for contaminant source identification in water distribution network.
Ad Hoc Networks, 2015
Flow setup time aware minimum cost switch-controller association in Software-Defined Networks.
Proceedings of the 11th International Conference on Heterogeneous Networking for Quality, 2015
Executing Time and Cost-Aware Task Scheduling in Hybrid Cloud Using a Modified DE Algorithm.
Proceedings of the Computational Intelligence and Intelligent Systems, 2015
Joint optimization of VM placement and request distribution for electricity cost cut in geo-distributed data centers.
Proceedings of the International Conference on Computing, Networking and Communications, 2015
Proceedings of the Algorithms and Architectures for Parallel Processing, 2015
Proceedings of the Collaborative Computing: Networking, Applications, and Worksharing, 2015
2014
Wirel. Networks, 2014
IEEE Trans. Veh. Technol., 2014
IEEE Trans. Parallel Distributed Syst., 2014
IEEE Trans. Parallel Distributed Syst., 2014
IEEE Trans. Parallel Distributed Syst., 2014
IEEE Trans. Parallel Distributed Syst., 2014
IEEE Trans. Emerg. Top. Comput., 2014
Proceedings of the Personal Satellite Services. Next-Generation Satellite Networking and Communication Systems, 2014
Proceedings of the IEEE 8th International Symposium on Embedded Multicore/Manycore SoCs, 2014
Proceedings of the 8th International Conference on Ubiquitous Information Management and Communication, 2014
Proceedings of the 2014 International Conference on IT Convergence and Security, 2014
Type-aware task placement in geo-distributed data centers with low OPEX using data center resizing.
Proceedings of the International Conference on Computing, Networking and Communications, 2014
Minimum-energy reprogramming with guaranteed quality-of-sensing in software-defined sensor networks.
Proceedings of the IEEE International Conference on Communications, 2014
A multi-attribute decision making approach to congestion control in delay tolerant networks.
Proceedings of the IEEE International Conference on Communications, 2014
Proceedings of the IEEE International Conference on Communications, 2014
Joint optimization of task mapping and routing for service provisioning in distributed datacenters.
Proceedings of the IEEE International Conference on Communications, 2014
Proceedings of the International Conference on Cloud Computing and Big Data, 2014
Proceedings of the Second International Conference on Advanced Cloud and Big Data, 2014
2013
Proceedings of the 2013 IEEE Wireless Communications and Networking Conference (WCNC), 2013
Proceedings of the IEEE 9th International Conference on Mobile Ad-hoc and Sensor Networks, 2013
Stochastic analysis on epidemic dissemination of lifetime-controlled messages in DTNs.
Proceedings of the 2013 9th International Wireless Communications and Mobile Computing Conference, 2013
Proceedings of the 22nd International Conference on Computer Communication and Networks, 2013
QoS-Aware Task Placement in Geo-distributed Data Centers with Low OPEX Using Dynamic Frequency Scaling.
Proceedings of the 10th IEEE International Conference on High Performance Computing and Communications & 2013 IEEE International Conference on Embedded and Ubiquitous Computing, 2013
Proceedings of the Workshops Proceedings of the Global Communications Conference, 2013
2012
On the Throughput of Feedbackless Segmented Network Coding in Delay Tolerant Networks.
IEEE Wirel. Commun. Lett., 2012
A lightweight privacy-preserving protocol using chameleon hashing for secure vehicular communications.
Proceedings of the 2012 IEEE Wireless Communications and Networking Conference, 2012
Proceedings of the 8th International Wireless Communications and Mobile Computing Conference, 2012
Dynamic segmented network coding for reliable data dissemination in delay tolerant networks.
Proceedings of IEEE International Conference on Communications, 2012
All-to-all throughput maximization in wireless relay networks with multiple packet reception.
Proceedings of the 2012 IEEE Global Communications Conference, 2012
Improving content availability by request-adaptive incentive in private peer-to-peer communities.
Proceedings of the 2012 IEEE Global Communications Conference, 2012
2011
Int. J. Digit. Multim. Broadcast., 2011
Proceedings of the 2011 IEEE Wireless Communications and Networking Conference, 2011
Proceedings of the 3rd International Conference on Awareness Science and Technology, 2011
Proceedings of the Global Communications Conference, 2011
2010
Proceedings of the Second Asia-Pacific Symposium on Internetware, 2010
2009
An Accurate and Energy Efficient Fetch Direction Orientation Mechanism for Trace Cache.
Proceedings of the ICPPW 2009, 2009
Proceedings of the Advanced Parallel Processing Technologies, 8th International Symposium, 2009
2008
Proceedings of the IEEE International Symposium on Parallel and Distributed Processing with Applications, 2008
Proceedings of the 6th ACS/IEEE International Conference on Computer Systems and Applications, 2008