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"

50 / 90 papers shown

Title
Onboard Optimization and Learning: A Survey Monirul Islam Pavel Siyi Hu Mahardhika Pratama Ryszard Kowalczyk 26 0 0 07 May 2025
Leveraging Neural Graph Compilers in Machine Learning Research for Edge-Cloud Systems Alireza Furutanpey Carmen Walser Philipp Raith P. Frangoudis Schahram Dustdar GNN NAI 85 0 0 28 Apr 2025
EMO: Edge Model Overlays to Scale Model Size in Federated Learning Di Wu Weibo He Wanglei Feng Z. Wen Bin Qian Blesson Varghese 45 0 0 01 Apr 2025
Mixture-of-Experts for Distributed Edge Computing with Channel-Aware Gating Function Qiuchen Song Shusen Jing Shuai Zhang Songyang Zhang Chuan Huang MoE 60 0 0 01 Apr 2025
Empowering Edge Intelligence: A Comprehensive Survey on On-Device AI Models Xubin Wang Zhiqing Tang Jianxiong Guo Tianhui Meng Chenhao Wang Tian-sheng Wang Weijia Jia 50 1 0 08 Mar 2025
Optimizing Edge AI: A Comprehensive Survey on Data, Model, and System Strategies Xubin Wang Weijia Jia 36 0 0 08 Jan 2025
Central limit theorems for vector-valued composite functionals with smoothing and applications Huhui Chen Darinka Dentcheva Yang Lin Gregory J. Stock 48 3 0 26 Dec 2024
On the Impact of White-box Deployment Strategies for Edge AI on Latency and Model Performance Jaskirat Singh Bram Adams Ahmed E. Hassan VLM 43 0 0 01 Nov 2024
Adaptive Active Inference Agents for Heterogeneous and Lifelong Federated Learning Anastasiya Danilenka Alireza Furutanpey Víctor Casamayor Pujol Boris Sedlak Anna Lackinger M. Ganzha M. Paprzycki Schahram Dustdar 36 0 0 09 Oct 2024
Adaptive Stream Processing on Edge Devices through Active Inference Boris Sedlak Víctor Casamayor Pujol Andrea Morichetta Praveen Kumar Donta Schahram Dustdar 23 2 0 26 Sep 2024
RBLA: Rank-Based-LoRA-Aggregation for Fine-tuning Heterogeneous Models in FLaaS Shuaijun Chen Omid Tavallaie Niousha Nazemi Albert Y. Zomaya 37 3 0 16 Aug 2024
Inference Load-Aware Orchestration for Hierarchical Federated Learning Anna Lackinger P. Frangoudis Ivan vCilić Alireza Furutanpey Ilir Murturi Ivana Podnar vZarko Schahram Dustdar FedML 38 4 0 23 Jul 2024
CrowdTransfer: Enabling Crowd Knowledge Transfer in AIoT Community Yan Liu Bin Guo Nuo Li Yasan Ding Zhouyangzi Zhang Zhiwen Yu 50 1 0 09 Jul 2024
Mobile Edge Intelligence for Large Language Models: A Contemporary Survey Guanqiao Qu Qiyuan Chen Wei Wei Zheng Lin Xianhao Chen Kaibin Huang 42 43 0 09 Jul 2024
Beyond the Edge: An Advanced Exploration of Reinforcement Learning for Mobile Edge Computing, its Applications, and Future Research Trajectories Ning Yang Shuo Chen Haijun Zhang Randall Berry OffRL 29 6 0 22 Apr 2024
Socialized Learning: A Survey of the Paradigm Shift for Edge Intelligence in Networked Systems Xiaofei Wang Yunfeng Zhao Chao Qiu Qinghua Hu Victor C. M. Leung 32 6 0 20 Apr 2024
Communication-Efficient Large-Scale Distributed Deep Learning: A Comprehensive Survey Feng Liang Zhen Zhang Haifeng Lu Victor C. M. Leung Yanyi Guo Xiping Hu GNN 34 6 0 09 Apr 2024
On the Impact of Black-box Deployment Strategies for Edge AI on Latency and Model Performance Jaskirat Singh Emad Fallahzadeh Bram Adams Ahmed E. Hassan MQ 32 3 0 25 Mar 2024
Continual Learning and Catastrophic Forgetting Gido M. van de Ven Nicholas Soures Dhireesha Kudithipudi 32 48 0 08 Mar 2024
Graph neural network for in-network placement of real-time metaverse tasks in next-generation network Sulaiman Muhammad Rashid I. Aliyu Il-Kwon Jeong Tai-Won Um Jinsul Kim GNN 37 1 0 04 Mar 2024
Energy-Efficient Edge Learning via Joint Data Deepening-and-Prefetching Sujin Kook Won-Yong Shin Seong-Lyun Kim Seung-Woo Ko 24 1 0 19 Feb 2024
Towards Message Brokers for Generative AI: Survey, Challenges, and Opportunities Alaa Saleh Roberto Morabito Sasu Tarkoma Susanna Pirttikangas Lauri Lovén 58 3 0 22 Dec 2023
Topology Learning for Heterogeneous Decentralized Federated Learning over Unreliable D2D Networks Zheshun Wu Zenglin Xu Dun Zeng Junfan Li Jie Liu 15 5 0 21 Dec 2023
Enhancing Edge Intelligence with Highly Discriminant LNT Features Xinyu Wang Vinod K. Mishra C.-C. Jay Kuo 21 2 0 19 Dec 2023
Layered Randomized Quantization for Communication-Efficient and Privacy-Preserving Distributed Learning Guangfeng Yan Tan Li Tian-Shing Lan Kui Wu Linqi Song 19 6 0 12 Dec 2023
The AutoSPADA Platform: User-Friendly Edge Computing for Distributed Learning and Data Analytics in Connected Vehicles Adrian Nilsson Simon Smith Jonas Hagmar Magnus Önnheim Mats Jirstrand 20 0 0 29 Nov 2023
Edge AI for Internet of Energy: Challenges and Perspectives Yassine Himeur A. Sayed A. Alsalemi F. Bensaali Abbes Amira 57 26 0 28 Nov 2023
A Survey of Blockchain, Artificial Intelligence, and Edge Computing for Web 3.0 Jianjun Zhu Fan Li Jinyuan Chen 27 6 0 22 Nov 2023
Active Inference on the Edge: A Design Study Boris Sedlak Víctor Casamayor Pujol Praveen Kumar Donta Schahram Dustdar 21 4 0 17 Nov 2023
Edge-assisted U-Shaped Split Federated Learning with Privacy-preserving for Internet of Things Hengliang Tang Zihang Zhao Detian Liu Yang Cao Shiqiang Zhang Siqing You 13 1 0 08 Nov 2023
EISim: A Platform for Simulating Intelligent Edge Orchestration Solutions Henna Kokkonen Susanna Pirttikangas Lauri Lovén 27 3 0 02 Nov 2023
Edge AI Inference in Heterogeneous Constrained Computing: Feasibility and Opportunities Roberto Morabito Mallik Tatipamula Sasu Tarkoma Mung Chiang 15 1 0 27 Oct 2023
Optimization of Federated Learning's Client Selection for Non-IID Data Based on Grey Relational Analysis Shuaijun Chen Omid Tavallaie Michael Henri Hambali S. M. Zandavi Hamed Haddadi Nicholas D. Lane Song Guo Albert Y. Zomaya FedML 21 1 0 12 Oct 2023
Federated Learning: A Cutting-Edge Survey of the Latest Advancements and Applications Azim Akhtarshenas Mohammad Ali Vahedifar Navid Ayoobi B. Maham Tohid Alizadeh Sina Ebrahimi David López-Pérez FedML 28 5 0 08 Oct 2023
Edge AI Empowered Physical Layer Security for 6G NTN: Potential Threats and Future Opportunities Hong-Fu Chou Sourabh Solanki Vu Nguyen Ha Lin Chen Sean Longyu Ma H. Al-Hraishawi G. Eappen Symeon Chatzinotas 21 1 0 03 Oct 2023
Towards Energy-Aware Federated Traffic Prediction for Cellular Networks V. Perifanis Nikolaos Pavlidis Selim F. Yilmaz F. Wilhelmi Elia Guerra M. Miozzo P. Efraimidis Paolo Dini R. Koutsiamanis 29 11 0 19 Sep 2023
ProvLight: Efficient Workflow Provenance Capture on the Edge-to-Cloud Continuum Daniel Rosendo M. Mattoso Alexandru Costan Renan Souza Débora B. Pina P. Valduriez Gabriel Antoniu 27 4 0 20 Jul 2023
Edge Devices Inference Performance Comparison R. Tobiasz Grzegorz Wilczynski P. Graszka N. Czechowski Sebastian Luczak 16 5 0 21 Jun 2023
Architectural Vision for Quantum Computing in the Edge-Cloud Continuum Alireza Furutanpey Johanna Barzen Marvin Bechtold Schahram Dustdar F. Leymann Philipp Raith Felix Truger 9 20 0 09 May 2023
BCEdge: SLO-Aware DNN Inference Services with Adaptive Batching on Edge Platforms Ziyang Zhang Huan Li Yang Zhao Changyao Lin Jie Liu 27 3 0 01 May 2023
Towards Energy Consumption and Carbon Footprint Testing for AI-driven IoT Services Demetris Trihinas L. Thamsen Jossekin Beilharz Moysis Symeonides 14 13 0 13 Apr 2023
CEC: Crowdsourcing-based Evolutionary Computation for Distributed Optimization Feng-Feng Wei Wei-Neng Chen Xiaochun Guo Bowen Zhao Sang-Woon Jeon Jun Zhang 23 0 0 12 Apr 2023
MP-FedCL: Multiprototype Federated Contrastive Learning for Edge Intelligence Yu Qiao M. S. Munir Apurba Adhikary Huy Q. Le Avi Deb Raha Chaoning Zhang Choong Seon Hong 20 28 0 01 Apr 2023
Fusion of Global and Local Knowledge for Personalized Federated Learning Tiansheng Huang Li Shen Yan Sun Weiwei Lin Dacheng Tao FedML 48 12 0 21 Feb 2023
On Achieving Privacy-Preserving State-of-the-Art Edge Intelligence Daphnee Chabal Dolly Sapra Z. Mann 15 3 0 10 Feb 2023
Time-sensitive Learning for Heterogeneous Federated Edge Intelligence Yong Xiao Xiaohan Zhang Guangming Shi Marwan Krunz Diep N. Nguyen D. Hoang 21 15 0 26 Jan 2023
Holistic Network Virtualization and Pervasive Network Intelligence for 6G Xuemin Shen Shen Jie Gao Wen Wu Mushu Li Conghao Zhou W. Zhuang 32 233 0 02 Jan 2023
Beyond 5G Networks: Integration of Communication, Computing, Caching, and Control M. M. Adam Liqiang Zhao Kezhi Wang Zhu Han 13 10 0 26 Dec 2022
AI-based Fog and Edge Computing: A Systematic Review, Taxonomy and Future Directions Sundas Iftikhar S. Gill Chenghao Song Minxian Xu M. Aslanpour ... Félix Cuadrado Blesson Varghese Omer F. Rana Schahram Dustdar Steve Uhlig 39 132 0 09 Dec 2022
Edge Video Analytics: A Survey on Applications, Systems and Enabling Techniques Renjie Xu S. Razavi Rong Zheng 38 15 0 28 Nov 2022