Cargando…

BBNet: A Novel Convolutional Neural Network Structure in Edge-Cloud Collaborative Inference

Edge-cloud collaborative inference can significantly reduce the delay of a deep neural network (DNN) by dividing the network between mobile edge and cloud. However, the in-layer data size of DNN is usually larger than the original data, so the communication time to send intermediate data to the clou...

Descripción completa

Detalles Bibliográficos
Autores principales:	Zhou, Hongbo, Zhang, Weiwei, Wang, Chengwei, Ma, Xin, Yu, Haoran
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	MDPI 2021
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8272083/ https://www.ncbi.nlm.nih.gov/pubmed/34209400 http://dx.doi.org/10.3390/s21134494

Ejemplares similares

Optimizing Face Recognition Inference with a Collaborative Edge–Cloud Network
por: Oroceo, Paul P., et al.
Publicado: (2022)

Distance Field-Based Convolutional Neural Network for Edge Detection
por: Hu, Dadan, et al.
Publicado: (2022)

A convolutional neural network based online teaching method using edge-cloud computing platform
por: Zhong, Liu
Publicado: (2023)

A Prediction Model of Human Resources Recruitment Demand Based on Convolutional Collaborative BP Neural Network
por: Li, Haoran, et al.
Publicado: (2022)

An Optimized Convolutional Neural Network for the 3D Point-Cloud Compression
por: Luo, Guoliang, et al.
Publicado: (2023)

Satellite cloud image segmentation based on lightweight convolutional neural network
por: Li, Xi, et al.
Publicado: (2023)

Ultrasonic testing of rivet in multilayer structure using a convolutional neural network on edge device
por: Le, Minhhuy, et al.
Publicado: (2023)

Flame Edge Detection Method Based on a Convolutional Neural Network
por: Sun, Haoliang, et al.
Publicado: (2022)

Co-embedding of edges and nodes with deep graph convolutional neural networks
por: Zhou, Yuchen, et al.
Publicado: (2023)

The Unreasonable Effectiveness of Convolutional Neural Networks in Population Genetic Inference
por: Flagel, Lex, et al.
Publicado: (2019)

Accelerating Inference of Convolutional Neural Networks Using In-memory Computing
por: Dazzi, Martino, et al.
Publicado: (2021)

Dynamic Edge Convolutional Neural Network for Skeleton-Based Human Action Recognition
por: Tasnim, Nusrat, et al.
Publicado: (2023)

Edge and Cloud Collaborative Entity Recommendation Method towards the IoT Search
por: Wang, Ruyan, et al.
Publicado: (2020)

Edge-Cloud Collaborative Defense against Backdoor Attacks in Federated Learning
por: Yang, Jie, et al.
Publicado: (2023)

Inference of Coalescence Times and Variant Ages Using Convolutional Neural Networks
por: Nait Saada, Juba, et al.
Publicado: (2023)

Identification lodging degree of wheat using point cloud data and convolutional neural network
por: Li, Yunlong, et al.
Publicado: (2022)

Effective Plug-Ins for Reducing Inference-Latency of Spiking Convolutional Neural Networks During Inference Phase
por: Chen, Xuan, et al.
Publicado: (2021)

Optimization algorithm of CT image edge segmentation using improved convolution neural network
por: Wang, Xiaojuan, et al.
Publicado: (2022)

iEdgeDTA: integrated edge information and 1D graph convolutional neural networks for binding affinity prediction
por: Suviriyapaisal, Natchanon, et al.
Publicado: (2023)

Federated learning in cloud-edge collaborative architecture: key technologies, applications and challenges
por: Bao, Guanming, et al.
Publicado: (2022)

Inferring the Disease-Associated miRNAs Based on Network Representation Learning and Convolutional Neural Networks
por: Xuan, Ping, et al.
Publicado: (2019)

3D Point Cloud Recognition Based on a Multi-View Convolutional Neural Network
por: Zhang, Le, et al.
Publicado: (2018)

Research on the Rapid Diagnostic Method of Rolling Bearing Fault Based on Cloud–Edge Collaboration
por: Tang, Xianghong, et al.
Publicado: (2022)

A Deep-Learning-Based Collaborative Edge–Cloud Telemedicine System for Retinopathy of Prematurity
por: Luo, Zeliang, et al.
Publicado: (2022)

Inferring Drug-Related Diseases Based on Convolutional Neural Network and Gated Recurrent Unit
por: Xuan, Ping, et al.
Publicado: (2019)

Dispersal inference from population genetic variation using a convolutional neural network
por: Smith, Chris C R, et al.
Publicado: (2023)

Hybrid Cooperative Cache Based on Temporal Convolutional Networks in Vehicular Edge Network
por: Wu, Honghai, et al.
Publicado: (2023)

CNNDLP: A Method Based on Convolutional Autoencoder and Convolutional Neural Network with Adjacent Edge Attention for Predicting lncRNA–Disease Associations
por: Xuan, Ping, et al.
Publicado: (2019)

Security and Privacy of Cloud- and IoT-Based Medical Image Diagnosis Using Fuzzy Convolutional Neural Network
por: Deepika, J., et al.
Publicado: (2021)

Geometric Feature Extraction of Point Cloud of Chemical Reactor Based on Dynamic Graph Convolution Neural Network
por: Xing, Zhizhong, et al.
Publicado: (2021)

Energy saving strategy of cloud data computing based on convolutional neural network and policy gradient algorithm
por: Yang, Dexian, et al.
Publicado: (2022)

Automatic heterogeneous quantization of deep neural networks for low-latency inference on the edge for particle detectors
por: Coelho, Claudionor N., et al.
Publicado: (2020)

Gearbox Compound Fault Diagnosis in Edge-IoT Based on Legendre Multiwavelet Transform and Convolutional Neural Network
por: Zheng, Xiaoyang, et al.
Publicado: (2023)

A Novel Automate Python Edge-to-Edge: From Automated Generation on Cloud to User Application Deployment on Edge of Deep Neural Networks for Low Power IoT Systems FPGA-Based Acceleration
por: Belabed, Tarek, et al.
Publicado: (2021)

Energy-Efficient Collaborative Task Computation Offloading in Cloud-Assisted Edge Computing for IoT Sensors
por: Liu, Fagui, et al.
Publicado: (2019)

A Design and Application of Municipal Service Platform Based on Cloud-Edge Collaboration for Smart Cities
por: Yang, Jingmin, et al.
Publicado: (2022)

Wheat ear counting using K-means clustering segmentation and convolutional neural network
por: Xu, Xin, et al.
Publicado: (2020)

An Efficient Three-Dimensional Convolutional Neural Network for Inferring Physical Interaction Force from Video
por: Kim, Dongyi, et al.
Publicado: (2019)

Computation and memory optimized spectral domain convolutional neural network for throughput and energy-efficient inference
por: Rizvi, Shahriyar Masud, et al.
Publicado: (2022)

Enhancing aphid detection framework based on ORB and convolutional neural networks
por: Pei, Haoran, et al.
Publicado: (2020)

Cannot write session to /tmp/vufind_sessions/sess_4d81grt58c4l80vu9gqil6l8ji