This book constitutes the refereed proceedings of the 17th International Conference on Green, Pervasive, and Cloud Computing, GPC 2022, held in Chengdu, China, in December 2022.
The 19 full papers presented in this book were carefully reviewed and selected from 104 submissions. GPC 2022 shares novel ideas and experiences in the areas of Green, Pervasive, and Cloud Computing.
SFYOLO: A Lightweight and Effective Network based on Space-friendly
Aggregation Perception for Pear Detection.- Feature Fusion Expression
Recognition Algorithm Based on DCA Dimensionality Reduction.- Decision Tree
Fusion and Improved Fundus Image Classification Algorithm.- Construction
Method of National Food Safety Standard Ontology.- Federated Learning-based
Driving Strategies Optimization for Intelligent Connected Vehicles.- Traffic
Sign Image Segmentation Algorithm Based on Improved Spatio-Temporal Map
Convolution.- Research on Sheep Counting Algorithm under Surveillance
Video.- A Blockchain-Based Distributed Machine Learning Approach for Resource
Allocation in Vehicular Ad-Hoc Networks.- Ranging of Confocal Endoscopy Probe
Using Recognition and Optical Flow Algorithm.- Deployment Strategy of Highway
RSUs for Vehicular Ad Hoc Networks Considering Accident
Notification.- CPSOCKS: Cross-platform Privacy Overlay Adapter based on
SOCKSv5 protocol.- Nonlinear Optimization Method for PGC Demodulation of
Interferometric Fiber-optic Hydrophone.- MixKd:Mix data Augmentation Guided
Knowledge Distillation for Plant Leaf Disease Recognition.- Multiresolution
Knowledge Distillation and Multi-level Fusion for Defect Detection.- A Novel
Weighted-Distance Centralized Detection Method in Passive
MIMO Radar.- Performer: A Resource Demand Forecasting Method for Data
Centers.- Optimizing video QoE for eMBMS users in the Internet of
Vehicles.- Huffman Tree based Multi-resolution Temporal Convolution Network
for Electricity Time Series Prediction.- Deep Learning-based Autonomous Cow
Detection for Smart Livestock Farming.
