Edge Intelligence: The Confluence of Edge Computing and Artificial Intelligence

2 September 2019

Albert Y. Zomaya

Papers citing "Edge Intelligence: The Confluence of Edge Computing and Artificial Intelligence"

40 / 90 papers shown

Title
Edge-MultiAI: Multi-Tenancy of Latency-Sensitive Deep Learning Applications on Edge S. Zobaed Ali Mokhtari J. Champati M. Kourouma M. Salehi 19 9 0 14 Nov 2022
The Cost of Training Machine Learning Models over Distributed Data Sources Elia Guerra F. Wilhelmi M. Miozzo Paolo Dini FedML 27 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
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 21 56 0 01 Aug 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
Towards Trustworthy Edge Intelligence: Insights from Voice-Activated Services W. Hutiri Aaron Yi Ding 30 4 0 20 Jun 2022
People counting system for retail analytics using edge AI Karthik Reddy Kanjula Vishnu Vardhan Reddy P. JnaneshK Jeffy S Abraham K. Tanuja 14 1 0 25 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 30 26 0 03 May 2022
Distributed intelligence on the Edge-to-Cloud Continuum: A systematic literature review Daniel Rosendo Alexandru Costan P. Valduriez Gabriel Antoniu 17 80 0 29 Apr 2022
Seculator: A Fast and Secure Neural Processing Unit Nivedita Shrivastava S. Sarangi AAML 23 3 0 19 Apr 2022
Enabling All In-Edge Deep Learning: A Literature Review Praveen Joshi Mohammed Hasanuzzaman Chandra Thapa Haithem Afli T. Scully 31 22 0 07 Apr 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 23 389 0 05 Mar 2022
Efficient Distributed DNNs in the Mobile-edge-cloud Continuum F. Malandrino C. Chiasserini G. di Giacomo 14 7 0 23 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 21 3 0 15 Feb 2022
IoT-based Route Recommendation for an Intelligent Waste Management System Mohammadhossein Ghahramani Mengchu Zhou Anna Molter F. Pilla HAI 6 50 0 01 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 30 51 0 25 Dec 2021
Energy-Efficient Real-Time Heart Monitoring on Edge-Fog-Cloud Internet-of-Medical-Things B. U. Demirel Islam Abdelsalam Bayoumy Mohammad Abdullah Al Faruque 6 21 0 15 Dec 2021
Computational Intelligence and Deep Learning for Next-Generation Edge-Enabled Industrial IoT Shunpu Tang Lunyuan Chen Junjuan Xia Lisheng Fan A. Nallanathan 32 102 0 28 Oct 2021
Learning, Computing, and Trustworthiness in Intelligent IoT Environments: Performance-Energy Tradeoffs B. Soret L. Nguyen J. Seeger Arne Bröring Chaouki Ben Issaid S. Samarakoon Anis El Gabli V. Kulkarni M. Bennis P. Popovski 28 13 0 04 Oct 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 29 6 0 27 Sep 2021
LB-CNN: An Open Source Framework for Fast Training of Light Binary Convolutional Neural Networks using Chainer and Cupy R. Dogaru I. Dogaru CVBM 21 3 0 25 Jun 2021
Model Pruning Based on Quantified Similarity of Feature Maps Zidu Wang Xue-jun Liu Long Huang Yuxiang Chen Yufei Zhang Zhikang Lin Rui Wang 21 16 0 13 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 28 86 0 04 May 2021
MEDAL: An AI-driven Data Fabric Concept for Elastic Cloud-to-Edge Intelligence V. Theodorou I. Gerostathopoulos I. Alshabani Alberto Abelló David Breitgand 11 8 0 25 Feb 2021
A Fast Edge-Based Synchronizer for Tasks in Real-Time Artificial Intelligence Applications R. Olaniyan Muthucumaru Maheswaran 17 1 0 21 Dec 2020
Robust error bounds for quantised and pruned neural networks Jiaqi Li R. Drummond S. Duncan 15 4 0 30 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 28 222 0 03 Nov 2020
Ultra-low power on-chip learning of speech commands with phase-change memories Venkata Pavan Kumar Miriyala M. Ishii 10 4 0 21 Oct 2020
Coded Stochastic ADMM for Decentralized Consensus Optimization with Edge Computing Hao Chen Yu Ye Ming Xiao Mikael Skoglund H. Vincent Poor 6 14 0 02 Oct 2020
Wireless for Machine Learning Henrik Hellström J. M. B. D. Silva Mohammad Mohammadi Amiri Mingzhe Chen Viktoria Fodor H. Vincent Poor Carlo Fischione 6 18 0 31 Aug 2020
E-Tree Learning: A Novel Decentralized Model Learning Framework for Edge AI Lei Yang Yanyan Lu Jiannong Cao Jiaming Huang Mingjin Zhang 20 20 0 04 Aug 2020
State-of-the-art Techniques in Deep Edge Intelligence Ahnaf Hannan Lodhi Barış Akgün Öznur Özkasap 39 5 0 03 Aug 2020
Accelerating Federated Learning over Reliability-Agnostic Clients in Mobile Edge Computing Systems Wentai Wu Ligang He Weiwei Lin Rui Mao 17 78 0 28 Jul 2020
TinyRadarNN: Combining Spatial and Temporal Convolutional Neural Networks for Embedded Gesture Recognition with Short Range Radars Moritz Scherer Michele Magno Jonas Erb Philipp Mayer M. Eggimann Luca Benini 9 67 0 25 Jun 2020
MISIM: A Neural Code Semantics Similarity System Using the Context-Aware Semantics Structure Fangke Ye Sheng-Tian Zhou Anand Venkat Ryan Marcus Nesime Tatbul ... Tim Mattson Tim Kraska Pradeep Dubey Vivek Sarkar Justin Emile Gottschlich 19 8 0 05 Jun 2020
Enabling Edge Cloud Intelligence for Activity Learning in Smart Home Bing Huang A. Bouguettaya Hai Dong 8 1 0 14 May 2020
6G White Paper on Edge Intelligence Ella Peltonen M. Bennis M. Capobianco Merouane Debbah Aaron Yi Ding ... S. Samarakoon K. Seppänen Paweł Sroka Sasu Tarkoma Tingting Yang 16 137 0 30 Apr 2020
Communication-Efficient Edge AI: Algorithms and Systems Yuanming Shi Kai Yang Tao Jiang Jun Zhang Khaled B. Letaief GNN 17 326 0 22 Feb 2020
Distributed Redundant Placement for Microservice-based Applications at the Edge Hailiang Zhao Shuiguang Deng Zijie Liu Jianwei Yin Schahram Dustdar 12 55 0 09 Nov 2019
SAFA: a Semi-Asynchronous Protocol for Fast Federated Learning with Low Overhead A. Masullo Ligang He Toby Perrett Rui Mao Carsten Maple Majid Mirmehdi 20 300 0 03 Oct 2019