Zongwei Zhu
Orcid: 0000-0003-3607-2631
According to our database1,
Zongwei Zhu
authored at least 53 papers
between 2012 and 2024.
Collaborative distances:
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Bibliography
2024
GOFL: An Accurate and Efficient Federated Learning Framework Based on Gradient Optimization in Heterogeneous IoT Systems.
IEEE Internet Things J., April, 2024
Ace-Sniper: Cloud-Edge Collaborative Scheduling Framework With DNN Inference Latency Modeling on Heterogeneous Devices.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., February, 2024
Heter-Train: A Distributed Training Framework Based on Semi-Asynchronous Parallel Mechanism for Heterogeneous Intelligent Transportation Systems.
IEEE Trans. Intell. Transp. Syst., January, 2024
2023
iAware: Interaction Aware Task Scheduling for Reducing Resource Contention in Mobile Systems.
ACM Trans. Embed. Comput. Syst., October, 2023
J. Syst. Archit., 2023
Transparent File Deduplication with Reduced Update Cost on Encryption Enabled Mobile Devices.
Proceedings of the 29th IEEE International Conference on Parallel and Distributed Systems, 2023
ICE: Collaborating Memory and Process Management for User Experience on Resource-limited Mobile Devices.
Proceedings of the Eighteenth European Conference on Computer Systems, 2023
MIATS: A Chinese Spelling Error Correction Algorithm Based on Multimodal Information Alignment of Three-Towers Structure.
Proceedings of the ECAI 2023 - 26th European Conference on Artificial Intelligence, September 30 - October 4, 2023, Kraków, Poland, 2023
2022
Juggler-ResNet: A Flexible and High-Speed ResNet Optimization Method for Intrusion Detection System in Software-Defined Industrial Networks.
IEEE Trans. Ind. Informatics, 2022
Module Against Power Consumption Attacks for Trustworthiness of Vehicular AI Chips in Wide Temperature Range.
Int. J. Pattern Recognit. Artif. Intell., 2022
Int. J. Intell. Syst., 2022
DeltaFS: Pursuing Zero Update Overhead via Metadata-Enabled Delta Compression for Log-structured File System on Mobile Devices.
CoRR, 2022
FedNorm: An Efficient Federated Learning Framework with Dual Heterogeneity Coexistence on Edge Intelligence Systems.
Proceedings of the IEEE 40th International Conference on Computer Design, 2022
Difference-Adaptive Knowledge Distillation for Resource-Constrained Embedded Devices.
Proceedings of the 24th IEEE Int Conf on High Performance Computing & Communications; 8th Int Conf on Data Science & Systems; 20th Int Conf on Smart City; 8th Int Conf on Dependability in Sensor, 2022
Sniper: cloud-edge collaborative inference scheduling with neural network similarity modeling.
Proceedings of the DAC '22: 59th ACM/IEEE Design Automation Conference, San Francisco, California, USA, July 10, 2022
2021
Memory-efficient deep learning inference with incremental weight loading and data layout reorganization on edge systems.
J. Syst. Archit., 2021
Vapor: A GPU Sharing Scheduler with Communication and Computation Pipeline for Distributed Deep Learning.
Proceedings of the 2021 IEEE Intl Conf on Parallel & Distributed Processing with Applications, Big Data & Cloud Computing, Sustainable Computing & Communications, Social Computing & Networking (ISPA/BDCloud/SocialCom/SustainCom), New York City, NY, USA, September 30, 2021
AGQFL: Communication-efficient Federated Learning via Automatic Gradient Quantization in Edge Heterogeneous Systems.
Proceedings of the 39th IEEE International Conference on Computer Design, 2021
Proceedings of the 58th ACM/IEEE Design Automation Conference, 2021
SAP-SGD: Accelerating Distributed Parallel Training with High Communication Efficiency on Heterogeneous Clusters.
Proceedings of the IEEE International Conference on Cluster Computing, 2021
2020
ACM Trans. Storage, 2020
J. Syst. Archit., 2020
J. Cloud Comput., 2020
Modified DenseNet for Automatic Fabric Defect Detection With Edge Computing for Minimizing Latency.
IEEE Internet Things J., 2020
Machine learning assisted OSP approach for improved QoS performance on 3D charge-trap based SSDs.
Int. J. Intell. Syst., 2020
Multi-Modal Pedestrian Trajectory Prediction for Edge Agents Based on Spatial-Temporal Graph.
IEEE Access, 2020
Proceedings of the Mobile Computing, Applications, and Services, 2020
Machine Learning Agricultural Application Based on the Secure Edge Computing Platform.
Proceedings of the Machine Learning for Cyber Security - Third International Conference, 2020
Proceedings of the 2020 International Conferences on Internet of Things (iThings) and IEEE Green Computing and Communications (GreenCom) and IEEE Cyber, 2020
Application of Gaussian Fuzzy Number in Quantitative Analysis of Fault Tree in the Stacker Crane System.
Proceedings of the ISBDAI 2020, 2020
Overcoming Memory Constraint for Improved Target Classification Performance on Embedded Deep Learning Systems.
Proceedings of the 22nd IEEE International Conference on High Performance Computing and Communications; 18th IEEE International Conference on Smart City; 6th IEEE International Conference on Data Science and Systems, 2020
2019
Spark-Based Parallel Genetic Algorithm for Simulating a Solution of Optimal Deployment of an Underwater Sensor Network.
Sensors, 2019
Joint Time Switching and Transmission Scheduling for Wireless-Powered Body Area Networks.
Mob. Inf. Syst., 2019
A Hardware and Software Task-Scheduling Framework Based on CPU+FPGA Heterogeneous Architecture in Edge Computing.
IEEE Access, 2019
IEEE Access, 2019
Analysis of the Effect of the Reliability of the NB-Iot Network on the Intelligent System.
IEEE Access, 2019
Accelerating Distributed Training in Heterogeneous Clusters via a Straggler-Aware Parameter Server.
Proceedings of the 21st IEEE International Conference on High Performance Computing and Communications; 17th IEEE International Conference on Smart City; 5th IEEE International Conference on Data Science and Systems, 2019
2018
Impacts of Memory Address Mapping Scheme on Reducing DRAM Self-Refresh Power for Mobile Computing Devices.
IEEE Access, 2018
Proceedings of the Collaborative Computing: Networking, Applications and Worksharing, 2018
2016
J. Inf. Sci. Eng., 2016
2014
Memory power optimisation on low-bit multi-access cross memory address mapping schema.
Int. J. Embed. Syst., 2014
Proceedings of the 2014 IEEE 11th Intl Conf on Ubiquitous Intelligence and Computing and 2014 IEEE 11th Intl Conf on Autonomic and Trusted Computing and 2014 IEEE 14th Intl Conf on Scalable Computing and Communications and Its Associated Workshops, 2014
Proceedings of the 2014 IEEE 20th International Conference on Embedded and Real-Time Computing Systems and Applications, 2014
Proceedings of the IEEE International Symposium on Parallel and Distributed Processing with Applications, 2014
Proceedings of the 2014 19th International Conference on Engineering of Complex Computer Systems, 2014
Behavior Gaps and Relations between Operating System and Applications on Accessing DRAM.
Proceedings of the 2014 19th International Conference on Engineering of Complex Computer Systems, 2014
Proceedings of the Fifth International Conference on the Applications of Digital Information and Web Technologies, 2014
2013
Proceedings of the 2013 IEEE International Symposium on Circuits and Systems (ISCAS2013), 2013
2012
Proceedings of the 20th IEEE International Symposium on Modeling, 2012
Proceedings of the 18th IEEE International Conference on Parallel and Distributed Systems, 2012
Proceedings of the Great Lakes Symposium on VLSI 2012, 2012
Memory Affinity: Balancing Performance, Power, Thermal and Fairness for Multi-core Systems.
Proceedings of the 2012 IEEE International Conference on Cluster Computing, 2012
Proceedings of the 2012 IEEE International Conference on Cluster Computing, 2012