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

Communication-Computation Trade-off in Resource-Constrained Edge Inference

(2021) Jiawei Shao et al.   IEEE COMMUNICATIONS MAGAZINE

Dynamic resource allocation for jointing vehicle-edge deep neural network inference

(2021) Qi Wang et al.   JOURNAL OF SYSTEMS ARCHITECTURE

Edge Intelligence: The Confluence of Edge Computing and Artificial Intelligence

(2020) Shuiguang Deng et al.   IEEE Internet of Things Journal

CoEdge: Cooperative DNN Inference With Adaptive Workload Partitioning Over Heterogeneous Edge Devices

(2020) Liekang Zeng et al.   IEEE-ACM TRANSACTIONS ON NETWORKING

FedHome: Cloud-Edge Based Personalized Federated Learning for In-Home Health Monitoring

(2020) Qiong Wu et al.   IEEE TRANSACTIONS ON MOBILE COMPUTING

Boomerang: On-Demand Cooperative Deep Neural Network Inference for Edge Intelligence on the Industrial Internet of Things

(2019) Liekang Zeng et al.   IEEE NETWORK

Edge Intelligence: Paving the Last Mile of Artificial Intelligence With Edge Computing

(2019) Zhi Zhou et al.   PROCEEDINGS OF THE IEEE

Edge AI: On-Demand Accelerating Deep Neural Network Inference via Edge Computing

(2019) En Li et al.   IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS

JointDNN: An Efficient Training and Inference Engine for Intelligent Mobile Cloud Computing Services

(2019) Amir Erfan Eshratifar et al.   IEEE TRANSACTIONS ON MOBILE COMPUTING

Efficient Processing of Deep Neural Networks: A Tutorial and Survey

(2017) Vivienne Sze et al.   PROCEEDINGS OF THE IEEE

Region-Based Convolutional Networks for Accurate Object Detection and Segmentation

(2016) Ross Girshick et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE