Edge Computing

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10 papers in the last 28 days · 0.2% of indexed attention

Twelve weeks of publication activity for this topic as it is defined today.

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Heterogeneous Edge DevicesEdgeResource-Constrained Edge DevicesNvidia Jetson Orin Nano

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Period ending 2026-09-21

5 new papers

A weekly snapshot of new work published in Edge Computing.

Period ending 2026-09-14

1 new paper

A weekly snapshot of new work published in Edge Computing.

Period ending 2026-09-07

2 new papers

A weekly snapshot of new work published in Edge Computing.

76 papers

Latest in Edge Computing

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  1. VAST: V2X/Dynamic Map-Aware Autonomous Driving Systems Validation Toolchain

    Sep 17, 2026Shunsuke Ito, Takuya AzumiV2XEdge Computing

  2. Where Should Agents Live? Energy-Memory Characterization of Agentic AI for the Edge-Cloud Continuum

    Sep 16, 2026Carolina Fortuna, Vid Hanžel, Tim Strnad +1Edge ComputingArtificial Intelligence Infrastructure

  3. The Operable Pareto Front: Distilling Offline Search into Run-Time Control for Multi-Objective UAV Edge-Computing Scheduling

    Sep 16, 2026Qiao Liao, Zhiyong Feng, Bin Wu +1Optimal SchedulingEdge Computing

  4. CIDERS: Cloud-Edge LLM Collaborative Learning via Accelerating Personalized Bilevel Optimization

    Sep 14, 2026Victor H. Chen, Hairui Yu, Stella K. Chung +1Edge ComputingLarge Language Model Serving

  5. HoliBench: A Cross-Platform Benchmarking and Deployment Toolkit for Foundation Models in CPS-IoT Applications

    Sep 14, 2026Inesh Chakrabarti, Zejun Xiong, Pragya Sharma +1Foundation ModelEdge Computing

  6. Predicting Train Delays in Finland Using Machine Learning and Weather Data

    Sep 12, 2026Vinicius Pozzobon Borin, Jean Michel de Souza Sant'Ana, Nurul Huda MahmoodAccurate Traffic ForecastingAdverse Weather

  7. Smart Adaptive Computing Across the Continuum: LLMs in IoT-Edge-Cloud Resource Management

    Sep 10, 2026Antonino Vaccarella, Lanpei Li, Vincenzo Lomonaco +1Edge ComputingOrchestration

  8. PELM: Power Efficient On-Device LLM Inference with Speculative Decoding and Dynamic Voltage Frequency Scaling

    Sep 9, 2026Weisi Yang, Stephen XiaLLM Inference EfficiencyResource-Constrained Edge Devices

  9. PPO-STGNN: A Proximal Policy Optimization Approach with Spatio-Temporal Graph Neural Networks for DAG Task Scheduling in Cloud-Edge-End Computing

    Sep 3, 2026Yangshuo Qi, Chenwei Wang, Zihan Shen +1Optimal SchedulingTemporal Graph Neural Networks

  10. Update for Decisions, Not Freshness: Goal-Oriented Status Updating and Selective Offloading at the Network Edge

    Sep 1, 2026Jianpeng Qi, Qiyang Zhang, Chao Liu +5Edge ComputingOffloading

  11. Enhancing Virtual Agents through SLMs and Edge-Computing: An Exploratory Evaluation of Think and Memory Processes

    Aug 13, 2026Aimilios Hadjiliasi, Louis NisiotisEmbodied AgentsEdge Computing

  12. A Cloud-Edge System for Multimodal Clinical Screening in Resource-Constrained Rural Settings

    Aug 13, 2026Hei Ting, Chan, Chenwei Wu +8Edge ComputingResource-Constrained Edge Devices

  13. Cloak of Invisibility: Real-Time Privacy-Preserving Volumetric Video Streaming

    Aug 12, 2026Hossein Khalili, Philip Do, Alexander Vilesov +2VolumeRgb-Depth Cameras

  14. Conversational Orchestration for Organic 6G

    Aug 11, 2026Masoud Shokrnezhad, Tarik TalebMulti-Agent Orchestration FrameworksModular Agentic Framework

  15. Summarize First, Download Later: Onboard VLMs for Bandwidth-Efficient Earth Observation

    Aug 7, 2026Junghwan Park, Sangcheol Sim, Woojin Cho +1Cloud-Aware Earth Observation SequencesEarth Observation

  16. Multi-Agent Reinforcement Learning for Online Traffic Scheduling in Time-Sensitive Application

    Aug 5, 2026Marcos Carvalho, Fatih Temiz, Shavbo Salehi +2SchedulingMulti-Agent Reinforcement Learning

  17. Multi-Agent Transformer for Queue-Level XR Traffic Scheduling in TSN Networks

    Aug 5, 2026Marcos Carvalho, Fatih Temiz, Shavbo Salehi +2Multi-Agent Reinforcement LearningScheduling

  18. Spatiotemporal Graph Transformer for Traffic Intelligence in Edge Computing

    Aug 4, 2026Laha Ale, Letian Lin, Na Cao +2Accurate Traffic ForecastingTemporal Graph Neural Networks

  19. Design and Evaluation of an AI-Enabled Cloud-Edge Architecture for Connected Precision Agriculture Farms

    Aug 4, 2026Deckshitha Angadi, Koteshwar Goud Surga, Nagaraju Lakkaraju +6Tomato DiseasesAgricultural Landscapes

  20. Learning-Based Collaborative MEC for LLM Inference with Soft-Deadline Awareness via Transformer-Enhanced PPO

    Aug 3, 2026Ngoc Hung Nguyen, Bjorn LandfeldtDeadlinesEdge Computing

  21. VLAGuard: A Framework for Evaluating and Mitigating Physical Attention Hijacking in Vision-Language-Action Robots within Wireless Sensor Networks

    Aug 2, 2026Dongfu Yin, Jinquan ZhangVision-Language-Action ModelsEdge Computing

  22. Latency-Tolerant Cloud-Edge Collaborative Vision-Language-Action Models via Emergent Representational Specialization

    Aug 1, 2026Daojie Peng, Fulong Ma, Bingtao Wang +2Pretrained Vision-Language-ActionEdge Computing

  23. The AnyLog Edge Data Fabric

    Jul 30, 2026Roy Shadmon, Mark Davidson, Eric Aquaronne +3Edge ComputingCloud

  24. Clustered Edge Intelligence: Beyond Just Convergence of Edge Computing and AI

    Jul 23, 2026Chinmaya Kumar Dehury, Boris Sedlak, Alaa Saleh +4Heterogeneous Edge DevicesEdge Computing

  25. Leveraging ECRAM for Edge Continual Learning

    Jul 22, 2026Nabila Tasnim, Haoran Liu, Qing Cao +1Efficient Continual LearningEdge Computing

  26. TAPAS: Throughput-adaptive Perception for Autonomous Systems

    Jul 19, 2026Aman Vyas, Vasista Kodumagulla, Zain Taufique +2Edge ComputingPerceptual Understanding

  27. Multi-Agent Scheduling with LLM-Assisted Contract Net Negotiation for Stream Processing in Mobile Edge Computing

    Jul 19, 2026Sabeur Lajili, Zaki BrahmiEdge ComputingHeterogeneous Edge Devices

  28. EdgeFaaS: A Function-based Framework for Edge Computing

    Jul 16, 2026Neha Vadnere, Yu-Ting Wang, Yitao Chen +2Heterogeneous Edge DevicesEdge Computing

  29. Internet of Agentic Things: Networked AI Agents for Closed-Loop IoT Orchestration

    Jul 14, 2026Quanyan ZhuInternet Of ThingCyber-Physical System

  30. Securing LLMs in the Wild: Privacy and Security Challenges at the Edge

    Jul 13, 2026Ren-Yi Huang, Mingchen Li, Dumindu Samaraweera +1Large Language Model SafetyEdge Computing

  31. CSI-Assisted Edge SLAM Testbed Platform for 5G Connected Unmanned Autonomous Vehicles

    Jul 11, 2026Boris Radovanovic, Sasa Talosi, Srdjan Sobot +1Simultaneous Localization And MappingIntegrated Sensing And Communication

  32. DynaFilter: Cloud-driven Dynamic Filtering for Satellite Edge Intelligence

    Jul 11, 2026Ziyang Zhang, Jie Liu, Luca MottolaEdge ComputingHeterogeneous Edge Devices

  33. FlexViT: A Flexible FPGA-based Accelerator for Edge Vision Transformers

    Jun 30, 2026Hubert Dymarkowski, Xingjian Fu, Rappy Saha +2Self-Supervised Vision TransformersSparse Deep Neural Network Accelerators

  34. CSAR: Containerized System Architecture for Robotics

    Jun 29, 2026Ambrosio-Cestero, Gregorio, Galindo Andrades +5RoboticsEdge Computing

  35. TGHE: Template-based Graph Homomorphic Encryption for Privacy-Preserving GNN Inference in Edge-Cloud Systems

    Jun 25, 2026Ngoc Bao Anh Le, Thai T. Vu, John Le +2Homomorphic EncryptionGraph Neural Networks

  36. CoVStream: Edge-Cloud Collaboration for Understanding of Long Video Streams

    Jun 22, 2026Xu Liu, Guikun Chen, Zihao Yan +2Streaming VideoEdge Computing

  37. Integrated cloud-based architecture for robot-robot and human-robot collaboration using ROS 2--MQTT in Mediterranean Greenhouses

    Jun 21, 2026F. Cañadas-Aránega, M. Muñoz, J. C. Moreno +1Multi-Robot SystemsMediterranean Greenhouses

  38. SemanticXR: Low Power and Real-time Queryable Semantic Mapping with an Object-Level Device-Cloud Architecture

    Jun 11, 2026Rahul Singh, Devdeep Ray, Connor Smith +1Semantic MappingVirtual Reality

  39. A Lightweight Dual-Factor Acoustic Authentication System via Cascaded GMM-DTW Architecture for Edge Computing

    Jun 9, 2026Yutong ZhangAuthenticationAcoustic

  40. Zero Touch Predictive Orchestration: Automating Time-Series Models for the Cloud-Edge Continuum

    Jun 8, 2026Abd Elghani Meliani, Arora Sagar, Adlen Ksentini +1Edge ComputingTime Series

  41. CANS: Accelerating Multiuser Collaborative Edge Inference via Cooperative Autodidactic NeuroSurgeon

    Jun 8, 2026Zheshun Wu, Ziyang Zhang, Changyao Lin +2Heterogeneous Edge DevicesEdge Computing

  42. NAVI-Orbital: First In-Orbit Demonstration of a Zero-Shot Vision-Language Model for Autonomous Earth Observation

    Jun 5, 2026Juan Manuel Delfa Victoria, Taran Cyriac John, Andrew W. HersonCloud-Aware Earth Observation SequencesEarth Observation

  43. MemoVAD: Resource-Efficient Video Anomaly Detection via Dynamic Semantic Memory in Edge Computing Scenarios

    Jun 4, 2026Guo Li, Jiandian Zeng, Yang Li +3Video Anomaly UnderstandingEdge Computing

  44. A Communication-Centric 6G-LLM Architecture for Scalable Tactical Autonomous Defense Vehicle Networks

    May 31, 2026Kiran Khurshid, Shumaila Javaid, Nasir SaeedEdge ComputingLlm-Driven

  45. CoMIC: Collaborative Memory and Insights Circulation for Long-Horizon LLM Agents in Cloud-Edge Systems

    May 30, 2026Yannan Wang, Longli Yang, Zhen Liu +2Edge ComputingLong-Horizon Agents

  46. Autonomic Federated-Market Orchestration for the Edge-Cloud Continuum

    May 26, 2026Lauri Lovén, Roberto Morabito, Abhishek Kumar +3Edge ComputingMatching Markets

  47. Secure and Parallel Determinant Computation for Large-Scale Matrices in Edge Environments

    May 21, 2026Prajwal PanthHomomorphic EncryptionEdge Computing

  48. Closed-Loop Hybrid Digital Twin Platform for Connected and Automated Vehicle Validation

    May 19, 2026Kanglong Quan, Zhebing Xia, Linfeng Jiang +4Digital Twin FrameworkCognitive Digital Twins

  49. Beyond Scaling: Agents Are Heading to the Edge

    May 18, 2026Chunlin Tian, Dongqi Cai, Wanru Zhao +1Edge ComputingEdge

  50. Bridging the Rural Healthcare Gap: A Cascaded Edge-Cloud Architecture for Automated Retinal Screening

    May 13, 2026Nishi Doshi, Shrey ShahInterpretable Diabetic Retinopathy GradingSkin Lesion Classification

  51. An Agentic AI Framework with Large Language Models and Chain-of-Thought for UAV-Assisted Logistics Scheduling with Mobile Edge Computing

    May 13, 2026Hanwen Zhang, Dusit Niyato, Wei Zhang +2Edge ComputingLast Mile

  52. Trade-offs in Decentralized Agentic AI Discovery Across the Compute Continuum

    May 12, 2026Patrizio Dazzi, Emanuele Carlini, Matteo Mordacchini +1DecentralizationEdge Computing

  53. Fed-BAC: Federated Bandit-Guided Additive Clustering in Hierarchical Federated Learning

    May 12, 2026Satwat Bashir, Tasos Dagiuklas, Muddesar IqbalHeterogeneous Federated LearningFederated Learning

  54. Adaptive DNN Partitioning and Offloading in Heterogeneous Edge-Cloud Continuum

    May 10, 2026Akuen Akoi Deng, Eimantas Butkus, Alfreds Lapkovskis +1Edge ComputingMobilenetv2

  55. MemPrivacy: Privacy-Preserving Personalized Memory Management for Edge-Cloud Agents

    May 10, 2026Yining Chen, Jihao Zhao, Bo Tang +5Edge Computing

  56. Task-Oriented Communication for Human Action Understanding via Edge-Cloud Co-Inference

    May 8, 2026Jingyi Liu, Cheng Yuan, Lijun He +2Edge ComputingOpen-Vocabulary Action Recognition

  57. Edge Deep Learning in Computer Vision and Medical Diagnostics: A Comprehensive Survey

    May 7, 2026Yiwen Xu, Tariq M. Khan, Yang Song +1Heterogeneous Edge DevicesEdge Computing

  58. CP^2N^2: A Control Plane for Heterogeneous Physical Neural Networks

    May 5, 2026Stefan Fischer, Maliheh Hariri, Sebastian OtteEdge ComputingNeural Network

  59. Benchmarking Local Language Models for Social Robots using Edge Devices

    May 4, 2026Dorian Lamouille, Matevž B. Zorec, Farnaz Baksh +1Small Language ModelsMmlu-Pro

  60. From Sensors to Insight: Rapid, Edge-to-Core Application Development for Sensor-Driven Applications

    May 4, 2026Komal Thareja, Anirban Mandal, Ewa DeelmanSensorsEdge Computing