Zongwei Zhu

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 44

Top Topics

Memory Management

Top Venues

J. Syst. Archit.

Int. J. Intell. Syst.

IEEE Internet Things J.

Publications

Jiawei Geng, Jing Cao, Haipeng Jia, Zongwei Zhu, Hai Fang, Chengxi Gao, Cheng Ji, Gangyong Jia, Guangjie Han, Xuehai Zhou
Heter-Train: A Distributed Training Framework Based on Semi-Asynchronous Parallel Mechanism for Heterogeneous Intelligent Transportation Systems. IEEE Trans. Intell. Transp. Syst. 25 (1) (2024)
Jing Cao, Ran Wei, Qianyue Cao, Yongchun Zheng, Zongwei Zhu, Cheng Ji, Xuehai Zhou
FedStar: Efficient Federated Learning on Heterogeneous Communication Networks. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 43 (6) (2024)
Zirui Lian, Jing Cao, Zongwei Zhu, Xuehai Zhou, Weihong Liu
GOFL: An Accurate and Efficient Federated Learning Framework Based on Gradient Optimization in Heterogeneous IoT Systems. IEEE Internet Things J. 11 (7) (2024)
Weihong Liu, Jiawei Geng, Zongwei Zhu, Yang Zhao, Cheng Ji, Changlong Li, Zirui Lian, Xuehai Zhou
Ace-Sniper: Cloud-Edge Collaborative Scheduling Framework With DNN Inference Latency Modeling on Heterogeneous Devices. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 43 (2) (2024)
Youqing Xu, Boyu Li, Zongwei Zhu, Weihong Liu, Gangyong Jia, Guangjie Han, Xi Li
MultiRuler: A Multi-Dimensional Resource Modeling Method for Embedded Intelligent Systems of Autonomous Driving. IEEE Trans. Veh. Technol. 73 (5) (2024)
Yi Xiong, Wenjie Zhai, Xueyong Xu, Jinchen Wang, Zongwei Zhu, Cheng Ji, Jing Cao
Ability-aware knowledge distillation for resource-constrained embedded devices. J. Syst. Archit. 141 (2023)
Changlong Li, Yu Liang, Rachata Ausavarungnirun, Zongwei Zhu, Liang Shi, Chun Jason Xue
ICE: Collaborating Memory and Process Management for User Experience on Resource-limited Mobile Devices. EuroSys (2023)
Yongchun Zheng, Changlong Li, Yi Xiong, Weihong Liu, Cheng Ji, Zongwei Zhu, Lichen Yu
iAware: Interaction Aware Task Scheduling for Reducing Resource Contention in Mobile Systems. ACM Trans. Embed. Comput. Syst. 22 (5s) (2023)
Junbin Ren, Cheng Ji, Weiwei Jin, Chao Yu, Weichao Guo, Yajuan Du, Zongwei Zhu
Transparent File Deduplication with Reduced Update Cost on Encryption Enabled Mobile Devices. ICPADS (2023)
Guochao Zhao, Yan Guo, Jia Tang, Zongwei Zhu, Guixing Wu
MIATS: A Chinese Spelling Error Correction Algorithm Based on Multimodal Information Alignment of Three-Towers Structure. ECAI (2023)
Cheng Ji, Zongwei Zhu, Xianmin Wang, Wenjie Zhai, Xuemei Zong, Anqi Chen, Mingliang Zhou
Task-aware swapping for efficient DNN inference on DRAM-constrained edge systems. Int. J. Intell. Syst. 37 (10) (2022)
Zongwei Zhu, Wenjie Zhai, Huanghe Liu, Jiawei Geng, Mingliang Zhou, Cheng Ji, Gangyong Jia
Juggler-ResNet: A Flexible and High-Speed ResNet Optimization Method for Intrusion Detection System in Software-Defined Industrial Networks. IEEE Trans. Ind. Informatics 18 (6) (2022)
Zirui Lian, Weihong Liu, Jing Cao, Zongwei Zhu, Xuehai Zhou
FedNorm: An Efficient Federated Learning Framework with Dual Heterogeneity Coexistence on Edge Intelligence Systems. ICCD (2022)
Weihong Liu, Jiawei Geng, Zongwei Zhu, Jing Cao, Zirui Lian
Sniper: cloud-edge collaborative inference scheduling with neural network similarity modeling. DAC (2022)
Yi Xiong, Wenjie Zhai, Zongwei Zhu
Difference-Adaptive Knowledge Distillation for Resource-Constrained Embedded Devices. HPCC/DSS/SmartCity/DependSys (2022)
Zongwei Zhu, Jiawei Geng, Mingliang Zhou, Bin Fang
Module Against Power Consumption Attacks for Trustworthiness of Vehicular AI Chips in Wide Temperature Range. Int. J. Pattern Recognit. Artif. Intell. 36 (3) (2022)
Chao Wu, Cheng Ji, Geng Yuan, Riwei Pan, Weichao Guo, Chao Yu, Zongwei Zhu, Yanzhi Wang
DeltaFS: Pursuing Zero Update Overhead via Metadata-Enabled Delta Compression for Log-structured File System on Mobile Devices. CoRR (2022)
Zirui Lian, Jing Cao, Yanru Zuo, Weihong Liu, Zongwei Zhu
AGQFL: Communication-efficient Federated Learning via Automatic Gradient Quantization in Edge Heterogeneous Systems. ICCD (2021)
Jing Cao, Zirui Lian, Weihong Liu, Zongwei Zhu, Cheng Ji
HADFL: Heterogeneity-aware Decentralized Federated Learning Framework. CoRR (2021)
Xiaorui Zhu, Lei Gong, Zongwei Zhu, Xuehai Zhou
Vapor: A GPU Sharing Scheduler with Communication and Computation Pipeline for Distributed Deep Learning. ISPA/BDCloud/SocialCom/SustainCom (2021)
Jing Cao, Zirui Lian, Weihong Liu, Zongwei Zhu, Cheng Ji
HADFL: Heterogeneity-aware Decentralized Federated Learning Framework. DAC (2021)
Cheng Ji, Fan Wu, Zongwei Zhu, Li-Pin Chang, Huanghe Liu, Wenjie Zhai
Memory-efficient deep learning inference with incremental weight loading and data layout reorganization on edge systems. J. Syst. Archit. 118 (2021)
Jing Cao, Zongwei Zhu, Xuehai Zhou
SAP-SGD: Accelerating Distributed Parallel Training with High Communication Efficiency on Heterogeneous Clusters. CLUSTER (2021)
Zongwei Zhu, Chao Wu, Cheng Ji, Xianmin Wang
Machine Learning Assisted OSP Approach for Improved QoS Performance on 3D Charge-Trap Based SSDs. ML4CS (3) (2020)
Jinjin Zhao, Xiangyu Zou, Yu Zhang, Youya Gu, Fan Wu, Zongwei Zhu
Key Location Discovery of Underground Personnel Trajectory Based on Edge Computing. MobiCASE (2020)
Cheng Ji, Riwei Pan, Li-Pin Chang, Liang Shi, Zongwei Zhu, Yu Liang, Tei-Wei Kuo, Chun Jason Xue
Inspection and Characterization of App File Usage in Mobile Devices. ACM Trans. Storage 16 (4) (2020)
Zongwei Zhu, Guangjie Han, Gangyong Jia, Lei Shu
Modified DenseNet for Automatic Fabric Defect Detection With Edge Computing for Minimizing Latency. IEEE Internet Things J. 7 (10) (2020)
Zhonghua Shen, Zongwei Zhu
Application of Gaussian Fuzzy Number in Quantitative Analysis of Fault Tree in the Stacker Crane System. ISBDAI (2020)
Juntao Ding, Weihong Liu, Zongwei Zhu, Renyu Zhang, Jing Cao, Gangyong Jia
A Fuzzy Fan Speed Controller for Smart Data Processing Device. iThings/GreenCom/CPSCom/SmartData/Cybermatics (2020)
Zongwei Zhu, Chao Wu, Cheng Ji, Xianmin Wang
Machine learning assisted OSP approach for improved QoS performance on 3D charge-trap based SSDs. Int. J. Intell. Syst. 35 (12) (2020)
Xiangyu Zou, Bin Sun, Duan Zhao, Zongwei Zhu, Jinjin Zhao, Yong-Xin He
Multi-Modal Pedestrian Trajectory Prediction for Edge Agents Based on Spatial-Temporal Graph. IEEE Access 8 (2020)
Zongwei Zhu, Jing Cao, Tiancheng Hao, Wenjie Zhai, Bin Sun, Gangyong Jia, Ming Li
Highly secure edge-intelligent electric motorcycle management system for elevators. J. Cloud Comput. 9 (2020)
Fan Wu, Zhuoqun Xu, Huanghe Liu, Zongwei Zhu
Machine Learning Agricultural Application Based on the Secure Edge Computing Platform. ML4CS (1) (2020)
Zongwei Zhu, Luchao Tan, Yinzhen Li, Cheng Ji
PHDFS: Optimizing I/O performance of HDFS in deep learning cloud computing platform. J. Syst. Archit. 109 (2020)
Fan Wu, Huanghe Liu, Zongwei Zhu, Cheng Ji, Chun Jason Xue
Overcoming Memory Constraint for Improved Target Classification Performance on Embedded Deep Learning Systems. HPCC/DSS/SmartCity (2020)
Zongwei Zhu, Fan Wu, Jing Cao, Xi Li, Gangyong Jia
A Thread-Oriented Memory Resource Management Framework for Mobile Edge Computing. IEEE Access 7 (2019)
Jiaming Zhu, Guopeng Zhang, Zongwei Zhu, Kun Yang
Joint Time Switching and Transmission Scheduling for Wireless-Powered Body Area Networks. Mob. Inf. Syst. 2019 (2019)
Zongwei Zhu, Junneng Zhang, Jinjin Zhao, Jing Cao, Duan Zhao, Gangyong Jia, Qingyong Meng
A Hardware and Software Task-Scheduling Framework Based on CPU+FPGA Heterogeneous Architecture in Edge Computing. IEEE Access 7 (2019)
Gangyong Jia, Yujie Zhu, Youhuizi Li, Zongwei Zhu, Li Zhou
Analysis of the Effect of the Reliability of the NB-Iot Network on the Intelligent System. IEEE Access 7 (2019)
Peng Liu, Shuai Ye, Can Wang, Zongwei Zhu
Spark-Based Parallel Genetic Algorithm for Simulating a Solution of Optimal Deployment of an Underwater Sensor Network. Sensors 19 (12) (2019)
Huihuang Yu, Zongwei Zhu, Xianglan Chen, Yuming Cheng, Yahui Hu, Xi Li
Accelerating Distributed Training in Heterogeneous Clusters via a Straggler-Aware Parameter Server. HPCC/SmartCity/DSS (2019)
Bo Chen, Xi Li, Xuehai Zhou, Zongwei Zhu
Delayed Wake-Up Mechanism Under Suspend Mode of Smartphone. CollaborateCom (2018)
Zongwei Zhu, Jing Cao, Xi Li, Junneng Zhang, Youqing Xu, Gangyong Jia
Impacts of Memory Address Mapping Scheme on Reducing DRAM Self-Refresh Power for Mobile Computing Devices. IEEE Access 6 (2018)
Zongwei Zhu, Yanjun Hu, Xi Li, Xuehai Zhou
Memory Power Optimization on Different Memory Address Mapping Schemas. J. Inf. Sci. Eng. 32 (1) (2016)
Beilei Sun, Xi Li, Zongwei Zhu, Xuehai Zhou
Behavior Gaps and Relations between Operating System and Applications on Accessing DRAM. ICECCS (2014)
Xi Li, Beilei Sun, Zongwei Zhu, Chao Wang, Xuehai Zhou
Kernel-User Space Separation in DRAM Memory. ISPA (2014)
Bo Chen, Xi Li, Xuehai Zhou, Tengfu Liu, Zongwei Zhu
Towards Energy Optimization Based on Delay-Sensitive Traffic for WiFi Network. UIC/ATC/ScalCom (2014)
Zongwei Zhu, Xi Li, Hengchang Liu, Cheng Ji, Yuan Xu, Xuehai Zhou, Beilei Sun
A Thread Behavior-Based Memory Management Framework on Multi-core Smartphone. ICECCS (2014)
Zongwei Zhu, Xi Li, Chao Wang, Xuehai Zhou
Memory power optimisation on low-bit multi-access cross memory address mapping schema. Int. J. Embed. Syst. 6 (2/3) (2014)
Zongwei Zhu, Beilei Sun, Xi Li, Xuehai Zhou
Application-aware group scheduler for Android. ICADIWT (2014)
Zongwei Zhu, Xi Li, Chao Wang, Xuehai Zhou
Memory power optimization on different memory address mapping schemas. RTCSA (2014)
Xi Li, Zongwei Zhu, Gangyong Jia, Xuehai Zhou
Power-aware buddy system and task group scheduler. ISCAS (2013)
Gangyong Jia, Xi Li, Chao Wang, Xuehai Zhou, Zongwei Zhu
Memory Affinity: Balancing Performance, Power, Thermal and Fairness for Multi-core Systems. CLUSTER (2012)
Gangyong Jia, Xi Li, Chao Wang, Xuehai Zhou, Zongwei Zhu
Behavior Aware Data Locality for Caches. ICPADS (2012)
Gangyong Jia, Xi Li, Chao Wang, Xuehai Zhou, Zongwei Zhu
Frequency Affinity: Analyzing and Maximizing Power Efficiency in Multi-core Systems. MASCOTS (2012)
Gangyong Jia, Xi Li, Chao Wang, Xuehai Zhou, Zongwei Zhu
Cache Promotion Policy Using Re-reference Interval Prediction. CLUSTER (2012)
Xi Li, Gangyong Jia, Yun Chen, Zongwei Zhu, Xuehai Zhou
Share memory aware scheduler: balancing performance and fairness. ACM Great Lakes Symposium on VLSI (2012)