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

24 May 2019

Xu Chen

Papers citing "Edge Intelligence: Paving the Last Mile of Artificial Intelligence with Edge Computing"

50 / 253 papers shown

Title
R2: A Distributed Remote Function Execution Mechanism With Built-in Metadata Jianpeng Qi Rui Wang 18 6 0 05 Dec 2021
An Optimization Framework for Federated Edge Learning Yangchen Li Ying Cui Vincent K. N. Lau FedML 19 7 0 26 Nov 2021
Edge Artificial Intelligence for 6G: Vision, Enabling Technologies, and Applications Khaled B. Letaief Yuanming Shi Jianmin Lu Jianhua Lu 45 417 0 24 Nov 2021
Edge-Cloud Polarization and Collaboration: A Comprehensive Survey for AI Jiangchao Yao Shengyu Zhang Yang Yao Feng Wang Jianxin Ma ... Kun Kuang Chao-Xiang Wu Fei Wu Jingren Zhou Hongxia Yang 24 91 0 11 Nov 2021
QUDOS: Quorum-Based Cloud-Edge Distributed DNNs for Security Enhanced Industry 4.0 Kevin Wallis C. Reich Blesson Varghese C. Schindelhauer 13 0 0 09 Nov 2021
LOS: Local-Optimistic Scheduling of Periodic Model Training For Anomaly Detection on Sensor Data Streams in Meshed Edge Networks Soeren Becker Florian Schmidt L. Thamsen A. J. Ferrer O. Kao 37 6 0 27 Sep 2021
Remote Multilinear Compressive Learning with Adaptive Compression D. Tran Moncef Gabbouj Alexandros Iosifidis 6 2 0 02 Sep 2021
Guarding Machine Learning Hardware Against Physical Side-Channel Attacks Anuj Dubey Rosario Cammarota Vikram B. Suresh Aydin Aysu AAML 33 31 0 01 Sep 2021
Task-Oriented Communication for Multi-Device Cooperative Edge Inference Jiawei Shao Yuyi Mao Jun Zhang 24 128 0 01 Sep 2021
Unifying Futures and Spot Market: Overbooking-Enabled Resource Trading in Mobile Edge Networks Minghui Liwang Ruitao Chen Xianbin Wang Xuemin X. Shen 9 21 0 16 Aug 2021
Efficient Federated Meta-Learning over Multi-Access Wireless Networks Sheng Yue Ju Ren Jiang Xin Deyu Zhang Yaoxue Zhang W. Zhuang 31 38 0 14 Aug 2021
perf4sight: A toolflow to model CNN training performance on Edge GPUs A. Rajagopal C. Bouganis 26 7 0 12 Aug 2021
A Low-Cost Neural ODE with Depthwise Separable Convolution for Edge Domain Adaptation on FPGAs Hiroki Kawakami Hirohisa Watanabe Keisuke Sugiura Hiroki Matsutani 11 4 0 27 Jul 2021
AI Multi-Tenancy on Edge: Concurrent Deep Learning Model Executions and Dynamic Model Placements on Edge Devices Piyush Subedi Jianwei Hao I. Kim Lakshmish Ramaswamy 17 17 0 26 Jul 2021
Accelerating Edge Intelligence via Integrated Sensing and Communication Tong Zhang Shuai Wang Guoliang Li Fan Liu Guangxu Zhu Rui-cang Wang 23 34 0 20 Jul 2021
Relay-Assisted Cooperative Federated Learning Zehong Lin Hang Liu Y. Zhang 24 42 0 20 Jul 2021
FedAdapt: Adaptive Offloading for IoT Devices in Federated Learning Di Wu R. Ullah P. Harvey Peter Kilpatrick I. Spence Blesson Varghese 42 79 0 09 Jul 2021
Management of Resource at the Network Edge for Federated Learning Silvana Trindade L. Bittencourt N. Fonseca 22 6 0 07 Jul 2021
Ascent Similarity Caching with Approximate Indexes T. Si Salem Giovanni Neglia D. Carra 20 7 0 02 Jul 2021
NEUKONFIG: Reducing Edge Service Downtime When Repartitioning DNNs A. Majeed Peter Kilpatrick I. Spence Blesson Varghese 11 2 0 29 Jun 2021
A Construction Kit for Efficient Low Power Neural Network Accelerator Designs Petar Jokic E. Azarkhish Andrea Bonetti M. Pons S. Emery Luca Benini 21 3 0 24 Jun 2021
Spatiotemporal Pattern Recognition in Single Mixed-Signal VLSI Neurons with Heterogeneous Dynamic Synapses Mattias Nilsson F. Liwicki Fredrik Sandin 23 2 0 10 Jun 2021
Multi-Exit Semantic Segmentation Networks Alexandros Kouris Stylianos I. Venieris Stefanos Laskaridis Nicholas D. Lane 20 30 0 07 Jun 2021
Optimal Model Placement and Online Model Splitting for Device-Edge Co-Inference Jiahe Yan Suzhi Bi Y. Zhang 19 38 0 28 May 2021
The Trusted Edge Christian Meurisch 17 0 0 28 May 2021
Distributed CNN Inference on Resource-Constrained UAVs for Surveillance Systems: Design and Optimization Mohammed Jouhari A. Al-Ali Emna Baccour Amr M. Mohamed A. Erbad Mohsen Guizani Mounir Hamdi 22 41 0 23 May 2021
ScissionLite: Accelerating Distributed Deep Neural Networks Using Transfer Layer Hyunho Ahn Munkyu Lee Cheol-Ho Hong Blesson Varghese 20 5 0 05 May 2021
Pervasive AI for IoT applications: A Survey on Resource-efficient Distributed Artificial Intelligence Emna Baccour N. Mhaisen A. Abdellatif A. Erbad Amr M. Mohamed Mounir Hamdi Mohsen Guizani 30 87 0 04 May 2021
Towards Automatic Model Specialization for Edge Video Analytics Daniel Rivas-Barragan F. Guim Jordà Polo P. M. Silva J. L. Berral D. Carrera 11 10 0 14 Apr 2021
Creating Robust Deep Neural Networks With Coded Distributed Computing for IoT Systems Ramyad Hadidi Jiashen Cao Hyesoon Kim 23 0 0 09 Apr 2021
Efficient Personalized Speech Enhancement through Self-Supervised Learning Aswin Sivaraman Minje Kim 26 19 0 05 Apr 2021
Enabling Design Methodologies and Future Trends for Edge AI: Specialization and Co-design Cong Hao Jordan Dotzel Jinjun Xiong Luca Benini Zhiru Zhang Deming Chen 58 34 0 25 Mar 2021
Compacting Deep Neural Networks for Internet of Things: Methods and Applications Ke Zhang Hanbo Ying Hongning Dai Lin Li Yuangyuang Peng Keyi Guo Hongfang Yu 21 38 0 20 Mar 2021
Deep Reinforcement Learning-Aided RAN Slicing Enforcement for B5G Latency Sensitive Services Sergio Martiradonna A. Abrardo M. Moretti G. Piro G. Boggia 22 0 0 18 Mar 2021
Wirelessly Powered Federated Edge Learning: Optimal Tradeoffs Between Convergence and Power Transfer Qunsong Zeng Yuqing Du Kaibin Huang 37 35 0 24 Feb 2021
Reduced-Order Neural Network Synthesis with Robustness Guarantees R. Drummond M. Turner S. Duncan 27 9 0 18 Feb 2021
Federated Learning over Wireless Device-to-Device Networks: Algorithms and Convergence Analysis Hong Xing Osvaldo Simeone Suzhi Bi 47 94 0 29 Jan 2021
Continual Learning of Generative Models with Limited Data: From Wasserstein-1 Barycenter to Adaptive Coalescence M. Dedeoglu Sen Lin Zhaofeng Zhang Junshan Zhang 19 1 0 22 Jan 2021
EC-SAGINs: Edge Computing-enhanced Space-Air-Ground Integrated Networks for Internet of Vehicles Shuai Yu Xiaowen Gong Qian Shi Xiaofei Wang Xu Chen 26 127 0 15 Jan 2021
Dynamic DNN Decomposition for Lossless Synergistic Inference Beibei Zhang Tian Xiang Hongxuan Zhang Te Li Shiqiang Zhu Jianjun Gu 14 14 0 15 Jan 2021
Fusion of Federated Learning and Industrial Internet of Things: A Survey S. Priya Praveen Kumar Viet Quoc Pham K. Dev Reddy Maddikunta Thippa Reddy Thien Huynh-The AI4CE 33 195 0 04 Jan 2021
Reconfigurable Intelligent Surface Assisted Mobile Edge Computing with Heterogeneous Learning Tasks Shanfeng Huang Shuai Wang Rui-cang Wang Miaowen Wen Kaibin Huang 14 56 0 25 Dec 2020
A Fast Edge-Based Synchronizer for Tasks in Real-Time Artificial Intelligence Applications R. Olaniyan Muthucumaru Maheswaran 19 1 0 21 Dec 2020
Inexact-ADMM Based Federated Meta-Learning for Fast and Continual Edge Learning Sheng Yue Ju Ren Jiang Xin Sen Lin Junshan Zhang FedML 27 44 0 16 Dec 2020
DONE: Distributed Approximate Newton-type Method for Federated Edge Learning Canh T. Dinh N. H. Tran Tuan Dung Nguyen Wei Bao A. R. Balef B. Zhou Albert Y. Zomaya FedML 26 15 0 10 Dec 2020
CoEdge: Cooperative DNN Inference with Adaptive Workload Partitioning over Heterogeneous Edge Devices Liekang Zeng Xu Chen Zhi Zhou Lei Yang Junshan Zhang 44 202 0 06 Dec 2020
Robust error bounds for quantised and pruned neural networks Jiaqi Li R. Drummond S. Duncan 17 4 0 30 Nov 2020
Bringing AI To Edge: From Deep Learning's Perspective Di Liu Hao Kong Xiangzhong Luo Weichen Liu Ravi Subramaniam 52 116 0 25 Nov 2020
6G Networks: Beyond Shannon Towards Semantic and Goal-Oriented Communications Emilio Calvanese Strinati Sergio Barbarossa 28 386 0 04 Nov 2020
An Efficiency-boosting Client Selection Scheme for Federated Learning with Fairness Guarantee Tiansheng Huang Weiwei Lin Wentai Wu Ligang He Keqin Li Albert Y. Zomaya FedML 36 222 0 03 Nov 2020