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.

[BibT_eX]

[DOI]

Weihong Liu

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.

[BibT_eX]

[DOI]

J. Syst. Archit., 2021

Vapor: A GPU Sharing Scheduler with Communication and Computation Pipeline for Distributed Deep Learning.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the 39th IEEE International Conference on Computer Design, 2021

HADFL: Heterogeneity-aware Decentralized Federated Learning Framework.

[BibT_eX]

[DOI]

Proceedings of the 58th ACM/IEEE Design Automation Conference, 2021

SAP-SGD: Accelerating Distributed Parallel Training with High Communication Efficiency on Heterogeneous Clusters.

[BibT_eX]

[DOI]

Jing Cao

Zongwei Zhu

Xuehai Zhou

Proceedings of the IEEE International Conference on Cluster Computing, 2021

2020

Inspection and Characterization of App File Usage in Mobile Devices.

[BibT_eX]

[DOI]

ACM Trans. Storage, 2020

PHDFS: Optimizing I/O performance of HDFS in deep learning cloud computing platform.

[BibT_eX]

[DOI]

J. Syst. Archit., 2020

Highly secure edge-intelligent electric motorcycle management system for elevators.

[BibT_eX]

[DOI]

J. Cloud Comput., 2020

Modified DenseNet for Automatic Fabric Defect Detection With Edge Computing for Minimizing Latency.

[BibT_eX]

[DOI]

IEEE Internet Things J., 2020

Machine learning assisted OSP approach for improved QoS performance on 3D charge-trap based SSDs.

[BibT_eX]

[DOI]

Int. J. Intell. Syst., 2020

Multi-Modal Pedestrian Trajectory Prediction for Edge Agents Based on Spatial-Temporal Graph.

[BibT_eX]

[DOI]

IEEE Access, 2020

Key Location Discovery of Underground Personnel Trajectory Based on Edge Computing.

[BibT_eX]

[DOI]

Proceedings of the Mobile Computing, Applications, and Services, 2020

Machine Learning Agricultural Application Based on the Secure Edge Computing Platform.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning for Cyber Security - Third International Conference, 2020

A Fuzzy Fan Speed Controller for Smart Data Processing Device.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Zhonghua Shen

Zongwei Zhu

Proceedings of the ISBDAI 2020, 2020

Overcoming Memory Constraint for Improved Target Classification Performance on Embedded Deep Learning Systems.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Sensors, 2019

Joint Time Switching and Transmission Scheduling for Wireless-Powered Body Area Networks.

[BibT_eX]

[DOI]

Mob. Inf. Syst., 2019

A Hardware and Software Task-Scheduling Framework Based on CPU+FPGA Heterogeneous Architecture in Edge Computing.

[BibT_eX]

[DOI]

IEEE Access, 2019

A Thread-Oriented Memory Resource Management Framework for Mobile Edge Computing.

[BibT_eX]

[DOI]

IEEE Access, 2019

Analysis of the Effect of the Reliability of the NB-Iot Network on the Intelligent System.

[BibT_eX]

[DOI]

IEEE Access, 2019

Accelerating Distributed Training in Heterogeneous Clusters via a Straggler-Aware Parameter Server.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

IEEE Access, 2018

Delayed Wake-Up Mechanism Under Suspend Mode of Smartphone.

[BibT_eX]

[DOI]

Proceedings of the Collaborative Computing: Networking, Applications and Worksharing, 2018

2016

Memory Power Optimization on Different Memory Address Mapping Schemas.

[BibT_eX]

[DOI]

J. Inf. Sci. Eng., 2016

2014

Memory power optimisation on low-bit multi-access cross memory address mapping schema.

[BibT_eX]

[DOI]

Int. J. Embed. Syst., 2014

Towards Energy Optimization Based on Delay-Sensitive Traffic for WiFi Network.

[BibT_eX]

[DOI]

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

Memory power optimization on different memory address mapping schemas.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE 20th International Conference on Embedded and Real-Time Computing Systems and Applications, 2014

Kernel-User Space Separation in DRAM Memory.

[BibT_eX]

[DOI]

Xi Li