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
Holistic Network Virtualization and Pervasive Network Intelligence for 6G Xuemin Shen Shen Jie Gao Wen Wu Mushu Li Conghao Zhou W. Zhuang 35 234 0 02 Jan 2023
Beyond 5G Networks: Integration of Communication, Computing, Caching, and Control M. M. Adam Liqiang Zhao Kezhi Wang Zhu Han 15 10 0 26 Dec 2022
A Sequential Concept Drift Detection Method for On-Device Learning on Low-End Edge Devices T. Yamada Hiroki Matsutani 27 0 0 19 Dec 2022
Vicious Classifiers: Data Reconstruction Attack at Inference Time Mohammad Malekzadeh Deniz Gunduz AAML MIACV 21 0 0 08 Dec 2022
FedKNOW: Federated Continual Learning with Signature Task Knowledge Integration at Edge Yaxin Luopan Rui Han Qinglong Zhang Chi Harold Liu Guoren Wang FedML 26 18 0 04 Dec 2022
Edge Video Analytics: A Survey on Applications, Systems and Enabling Techniques Renjie Xu S. Razavi Rong Zheng 44 15 0 28 Nov 2022
Task-Oriented Communication for Edge Video Analytics Jiawei Shao Xinjie Zhang Jun Zhang 18 21 0 25 Nov 2022
Edge-MultiAI: Multi-Tenancy of Latency-Sensitive Deep Learning Applications on Edge S. Zobaed Ali Mokhtari J. Champati M. Kourouma M. Salehi 21 9 0 14 Nov 2022
Task-Oriented Over-the-Air Computation for Multi-Device Edge AI Dingzhu Wen Xiang Jiao Peixi Liu Guangxu Zhu Yuanming Shi Kaibin Huang 56 38 0 02 Nov 2022
GNN at the Edge: Cost-Efficient Graph Neural Network Processing over Distributed Edge Servers Liekang Zeng Chong Yang Peng Huang Zhi Zhou Shuai Yu Xu Chen GNN 30 25 0 31 Oct 2022
MEET: Mobility-Enhanced Edge inTelligence for Smart and Green 6G Networks Yuxuan Sun Bowen Xie Sheng Zhou Z. Niu 21 19 0 27 Oct 2022
Integration of Neuromorphic AI in Event-Driven Distributed Digitized Systems: Concepts and Research Directions Mattias Nilsson Olov Schelén Anders Lindgren Ulf Bodin Cristina Paniagua J. Delsing Fredrik Sandin 40 14 0 20 Oct 2022
Depersonalized Federated Learning: Tackling Statistical Heterogeneity by Alternating Stochastic Gradient Descent Yujie Zhou Zhidu Li Tong Tang Ruyang Wang FedML 27 0 0 07 Oct 2022
The Cost of Training Machine Learning Models over Distributed Data Sources Elia Guerra F. Wilhelmi M. Miozzo Paolo Dini FedML 30 20 0 15 Sep 2022
Predictive GAN-powered Multi-Objective Optimization for Hybrid Federated Split Learning Benshun Yin Zhiyong Chen M. Tao FedML 77 23 0 02 Sep 2022
RL-DistPrivacy: Privacy-Aware Distributed Deep Inference for low latency IoT systems Emna Baccour A. Erbad Amr M. Mohamed Mounir Hamdi Mohsen Guizani 30 12 0 27 Aug 2022
FedComm: Understanding Communication Protocols for Edge-based Federated Learning Gary Cleland Di Wu R. Ullah Blesson Varghese 30 6 0 18 Aug 2022
A Joint Framework to Privacy-Preserving Edge Intelligence in Vehicular Networks Muhammad Firdaus Kyung-Hyune Rhee 9 7 0 18 Aug 2022
A Review of the Convergence of 5G/6G Architecture and Deep Learning O. Odeyomi Olubiyi O. Akintade T. Olowu G. Záruba AILaw 3DV AI4TS 23 1 0 16 Aug 2022
AI Augmented Edge and Fog Computing: Trends and Challenges Shreshth Tuli Fatemeh Mirhakimi Samodha Pallewatta Syed Zawad G. Casale B. Javadi Feng Yan Rajkumar Buyya N. Jennings 26 56 0 01 Aug 2022
CFLIT: Coexisting Federated Learning and Information Transfer Zehong Lin Hang Liu Y. Zhang 17 11 0 26 Jul 2022
A Survey on Collaborative DNN Inference for Edge Intelligence Weiqing Ren Yuben Qu Chao Dong Yuqian Jing Hao Sun Qihui Wu Song Guo 36 49 0 16 Jul 2022
Device-Cloud Collaborative Recommendation via Meta Controller Jiangchao Yao Feng Wang Xichen Ding Shaohu Chen Bo Han Jingren Zhou Hongxia Yang 32 17 0 07 Jul 2022
Enabling Harmonious Human-Machine Interaction with Visual-Context Augmented Dialogue System: A Review Hao Wang Bin Guo Y. Zeng Yasan Ding Chen Qiu Ying Zhang Li Yao Zhiwen Yu 36 2 0 02 Jul 2022
Fundamental Limits of Communication Efficiency for Model Aggregation in Distributed Learning: A Rate-Distortion Approach Naifu Zhang M. Tao Jia Wang Fan Xu 19 13 0 28 Jun 2022
A Feature Memory Rearrangement Network for Visual Inspection of Textured Surface Defects Toward Edge Intelligent Manufacturing Haiming Yao Wen-yong Yu Xue Wang 32 39 0 22 Jun 2022
PICO: Pipeline Inference Framework for Versatile CNNs on Diverse Mobile Devices Xiang Yang Zikang Xu Q. Qi Jingyu Wang Haifeng Sun J. Liao Song Guo 21 11 0 17 Jun 2022
Resource-Constrained Edge AI with Early Exit Prediction Rongkang Dong Yuyi Mao Jinchao Zhang 14 13 0 15 Jun 2022
Matching Pursuit Based Scheduling for Over-the-Air Federated Learning Ali Bereyhi Adela Vagollari S. Asaad R. Muller W. Gerstacker H. Vincent Poor 28 6 0 14 Jun 2022
Monitoring and Proactive Management of QoS Levels in Pervasive Applications Georgios Boulougaris Kostas Kolomvatsos 9 0 0 11 Jun 2022
Decentralized Low-Latency Collaborative Inference via Ensembles on the Edge M. Malka Erez Farhan Hai Morgenstern Nir Shlezinger FedML 33 12 0 07 Jun 2022
LDRNet: Enabling Real-time Document Localization on Mobile Devices Hanling Wu Holland Qian Huaming Wu Aad van Moorsel 27 5 0 05 Jun 2022
Adaptive Random Forests for Energy-Efficient Inference on Microcontrollers Francesco Daghero Luca Bompani Chen Xie Luca Benini A. Calimera Enrico Macii M. Poncino Daniele Jahier Pagliari 17 8 0 27 May 2022
People counting system for retail analytics using edge AI Karthik Reddy Kanjula Vishnu Vardhan Reddy P. JnaneshK Jeffy S Abraham K. Tanuja 22 1 0 25 May 2022
On the Decentralization of Blockchain-enabled Asynchronous Federated Learning F. Wilhelmi Elia Guerra Paolo Dini 35 6 0 20 May 2022
Autonomy and Intelligence in the Computing Continuum: Challenges, Enablers, and Future Directions for Orchestration Henna Kokkonen Lauri Lovén Naser Hossein Motlagh Abhishek Kumar Juha Partala ... M. Bennis Sasu Tarkoma Schahram Dustdar Susanna Pirttikangas J. Riekki 38 26 0 03 May 2022
Enabling All In-Edge Deep Learning: A Literature Review Praveen Joshi Mohammed Hasanuzzaman Chandra Thapa Haithem Afli T. Scully 48 22 0 07 Apr 2022
Accelerating Federated Edge Learning via Topology Optimization Shanfeng Huang Zezhong Zhang Shuai Wang Rui-cang Wang Kaibin Huang FedML 25 13 0 01 Apr 2022
ACE: Towards Application-Centric Edge-Cloud Collaborative Intelligence Luhui Wang Cong Zhao Shusen Yang Xinyu Yang Julie McCann 30 1 0 24 Mar 2022
Energy-efficient Dense DNN Acceleration with Signed Bit-slice Architecture Dongseok Im Gwangtae Park Zhiyong Li Junha Ryu H. Yoo MQ 14 0 0 15 Mar 2022
AI for Next Generation Computing: Emerging Trends and Future Directions S. Gill Minxian Xu Carlo Ottaviani Panos Patros Rami Bahsoon ... R. Sakellariou Schahram Dustdar Omer F. Rana Ivona Brandić Steve Uhlig 25 391 0 05 Mar 2022
Addressing Gap between Training Data and Deployed Environment by On-Device Learning Kazuki Sunaga Masaaki Kondo Hiroki Matsutani 21 7 0 02 Mar 2022
Efficient Distributed DNNs in the Mobile-edge-cloud Continuum F. Malandrino C. Chiasserini G. di Giacomo 14 7 0 23 Feb 2022
Enabling On-Device Smartphone GPU based Training: Lessons Learned Anish Das Young D. Kwon Jagmohan Chauhan Cecilia Mascolo 3DH 32 10 0 21 Feb 2022
Towards Enabling Dynamic Convolution Neural Network Inference for Edge Intelligence Adewale Adeyemo Travis Sandefur Tolulope A. Odetola S. R. Hasan 24 4 0 18 Feb 2022
CQELS 2.0: Towards A Unified Framework for Semantic Stream Fusion Anh Le-Tuan Manh Nguyen-Duc Chien-Quang Le T. Tran M. Hauswirth Thomas Eiter Danh Le-Phuoc FedML 23 3 0 15 Feb 2022
Flexible Parallel Learning in Edge Scenarios: Communication, Computational and Energy Cost F. Malandrino C. Chiasserini FedML 21 2 0 19 Jan 2022
Model-driven Cluster Resource Management for AI Workloads in Edge Clouds Qianlin Liang Walid A. Hanafy Ahmed Ali-Eldin Prashant J. Shenoy 19 37 0 18 Jan 2022
Edge Robotics: Edge-Computing-Accelerated Multi-Robot Simultaneous Localization and Mapping Peng Huang Liekang Zeng Xu Chen Ke Luo Zhi Zhou Shuai Yu 38 51 0 25 Dec 2021
DISTREAL: Distributed Resource-Aware Learning in Heterogeneous Systems Martin Rapp R. Khalili Kilian Pfeiffer J. Henkel 24 18 0 16 Dec 2021