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10 papers in the last four weeks, up 100% on the four weeks before. 0.1% of all new papers.

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  1. Nexus: An Execution Fabric for AI Agents Across Cloud, Edge, and Devices

    Oct 5, 2026Cary Chang, Jialin ZhouEdge Platforms

    Nexilume Research

  2. Towards a Cloud Fog Edge System for Smart Building

    Oct 1, 2026Christophe Cérin, Mamadou Sow, Frédéric AndrèsEdge PlatformsSmart Homes

    University Sorbonne Paris Nord LIPN, UMR CNRS 7030 INRIA DATAMOVE Paris/Grenoble, France · University Sorbonne Paris Nord LIPN, UMR CNRS 7030 Villetaneuse, France · National institute of Informatics 2 Chome-1-2 Hitotsubashi, Chiyoda City, Tokyo 101-8430, Japan

  3. AgentWare: Automating the Lifecycle of Agentic Applications across the Edge-to-Cloud Continuum

    Sep 28, 2026Michalis Kasioulis, Moysis Symeonides, George Pallis +1Agentic DeploymentsEdge Platforms

    Department of Computer Science, University of Cyprus

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

    Sep 17, 2026Shunsuke Ito, Takuya AzumiV2XAutomated Vehicles

    Graduate School of Science and Engineering Saitama University · Academic Association (Graduate School of Science and Engineering) Saitama University

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

    Sep 16, 2026Carolina Fortuna, Vid Hanžel, Tim Strnad +1Edge PlatformsAgentic Inference

    Department of Communication Systems, Jožef Stefan Institute, Jamova cesta 39, 1000 Ljubljana, Slovenia

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

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

  7. 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 Platforms

    University of California, Los Angeles Los Angeles, California, USA

  8. Real-World Deployment and Performance Characterisation of Fog-Based Deep Learning for Cold-Chain Temperature Prediction over LoRaWAN

    Sep 12, 2026Jeremiah Taguta, Jean Frederic Isingizwe Nturambirwe, Clement Nthambazale NyirendaHip-LoraEdge Platforms

    Department of Computer Science University of the Western Cape Cape Town, South Africa · eResearch Office University of the Western Cape Cape Town, South Africa

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

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

    Institute of Information Science and Technologies “Alessandro Faedo” (ISTI), National Research Council of Italy (CNR), 56124 Pisa, Italy · Department of Computer Science, University of Pisa, 56127 Pisa, Italy · Department of AI, Data and Decision Sciences, LUISS University, 00197 Rome, Italy

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

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

    Northwestern University Evanston, Illinois, USA

  11. PLATOS: A Power and Latency-Aware Task-Oriented Scheduling Strategy for Healthcare IoT in Fog Computing

    Sep 7, 2026Mohammed Alaa Ala'anzy, Zulfiqar Ahmad, Zhanar MukashSchedulersEdge Platforms

  12. 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 +1SchedulersEdge Platforms

    Beijing University of Posts and Telecommunications, Beijing, China · Google, Mountain View, USA · NanJing University, NanJing, China

  13. 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 PlatformsOffloading

    IEEE TRANSACTIONS ON MOBILE COMPUTING, VOL. XX, NO. X, MONTH YYYY 1

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

    Aug 13, 2026Hei Ting, Chan, Chenwei Wu +8Multimodal Clinical DataEdge Platforms

    Una · University of Michigan, Ann Arbor, MI, USA · Massachusetts Institute of Technology, Cambridge, MA, USA +1

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

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

    UCLA · University of California, Los Angeles · Nokia Bell Labs

  16. Conversational Orchestration for Organic 6G

    Aug 11, 2026Masoud Shokrnezhad, Tarik TalebOpen Radio Access NetworksEdge Platforms

    ICTFICIAL Oy, Espoo, Finland · Ruhr University Bochum, Bochum, Germany

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

    Aug 7, 2026Junghwan Park, Sangcheol Sim, Woojin Cho +1Trustworthy Earth Observation DecisionsEarth Observation

    TelePIX · 07330, Seoul, South Korea

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

    Aug 4, 2026Deckshitha Angadi, Koteshwar Goud Surga, Nagaraju Lakkaraju +6Leaf Disease ClassificationTomato Diseases

    AI, IoT and Robotics Lab (AIR Lab), UAVs Group, Autonomous Robotics Systems Limited, Hyderabad, India · Department of Microelectronics and VLSI Design, University of Hyderabad, Hyderabad, India · Department of Artificial Intelligence, ThoughtGreen Technologies Private Limited, Hyderabad, India +6

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

    Aug 1, 2026Daojie Peng, Fulong Ma, Bingtao Wang +2Diffusion-Based Vision-Language-ActionsVision-Language-Action Framework

    HKUST(GZ) · Shandong University · HKUST

  20. The AnyLog Edge Data Fabric

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

  21. Persona-as-Configuration: Generative Stakeholder Reporting for Agricultural Floods

    Jul 20, 2026Oliver Aleksander Larsen, Tiziano Santilli, Francesco Daghero +1StakeholdersEdge Platforms

    University of Southern Denmark, Maersk Mc-Kinney Moller Institute, Odense, Denmark

  22. TAPAS: Throughput-adaptive Perception for Autonomous Systems

    Jul 19, 2026Aman Vyas, Vasista Kodumagulla, Zain Taufique +2PerceptionTrajectory-Aware Hidden-State Analyses

    Department of Computing, University of Turku, Finland

  23. 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 Platforms

    Department of Electrical and Computer Engineering, University of South Florida · Department of Mathematics, Embry-Riddle Aeronautical University

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

    Jul 11, 2026Ziyang Zhang, Jie Liu, Luca MottolaIntelligent EdgeEdge Platforms

    Politecnico di Milano · Milan, Italy · Harbin Institute of Technology +1

  25. When Words Predict Workload

    Jul 6, 2026Anubhab BanerjeeLarge Language Model RoutingEdge Platforms

    Nokia Germany

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

    Jun 30, 2026Hubert Dymarkowski, Xingjian Fu, Rappy Saha +2Self-Supervised Vision TransformersEdge Devices

    School of Computing Science, University of Glasgow, Scotland, UK

  27. CSAR: Containerized System Architecture for Robotics

    Jun 29, 2026Ambrosio-Cestero, Gregorio, Galindo Andrades +5Robotic SystemsEdge Platforms

    Machine Perception and Intelligent Robotics group (MAPIR), Dept. of System Engineering and Automation, Málaga Institute for Mechatronics Engineering and Cyber-Physical Systems (IMECH.UMA), University of Málaga, Blvr. Louis Pasteur 35, 29071 Málaga, Spain.

  28. 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

    University of Wollongong Wollongong, Australia

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

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

    The State Key Lab of Brain-Machine Intelligence, Zhejiang University · vivo Mobile Communication Co., Ltd., Shenzhen, China.

  30. 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 MappingEdge Platforms

    University of Illinois Urbana-Champaign · NVIDIA

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

    Jun 8, 2026Abd Elghani Meliani, Arora Sagar, Adlen Ksentini +1Edge PlatformsForecasting Backbone

    Eurecom Campus SophiaTech, Biot, France · OpenAirInterface Campus SophiaTech, Biot, France

  32. 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. HersonTrustworthy Earth Observation DecisionsEarth Observation

    Jet Propulsion Laboratory California Institute of Technology Pasadena, CA, USA · School of Engineering and Computer Science Victoria University of Wellington Wellington 6140, New Zealand · Loft Orbital 321 11th St, San Francisco, CA 94103

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

    May 31, 2026Kiran Khurshid, Shumaila Javaid, Nasir SaeedEdge PlatformsCoordination

    Department of Computer and Software Engineering, National University of Sciences and Technology (NUST), Islamabad, Pakistan · Department of Control Science and Engineering, College of Electronics and Information Engineering, Tongji University and National Key Laboratory of Autonomous Intelligent Unmanned Systems, Tongji University, China · Department of Electrical and Communication Engineering, UAE University, Al-Ain 15551, UAE

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

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

    Beijing Jiaotong University · WMG, University of Warwick · The Alan Turing Institute +2

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

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

    Future Computing Group, University of Oulu, Finland · EURECOM, France · University of Jyväskylä, Finland +2

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

    May 19, 2026Kanglong Quan, Zhebing Xia, Linfeng Jiang +4Automated VehiclesDigital Twins

    School of Advanced Technology Xi’an Jiaotong-Liverpool University, Jiangsu, China

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

    May 13, 2026Nishi Doshi, Shrey ShahGlaucoma DetectionEdge Platforms

    University of Southern California · Los Angeles, USA

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

    May 12, 2026Patrizio Dazzi, Emanuele Carlini, Matteo Mordacchini +1DiscoveryDecentralized Autonomous Organization

    Department of Computer Science University of Pisa Pisa, Italy · Institute of Information Science and Technologies National Research Council of Italy Pisa, Italy · Institute of Informatics and Telematics National Research Council of Italy Pisa, Italy

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

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

    Department of Computer and Systems Sciences, Stockholm University, Borgarfjordsgatan 12, Stockholm, Sweden

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

    May 10, 2026Yining Chen, Jihao Zhao, Bo Tang +5PrivacyPeak Memory

    1MemTensor (Shanghai) Technology Co., Ltd. · 3Tongji University · 2HONOR Device Co., Ltd.

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

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

    Institute of Artificial Intelligence (TeleAI) of China Telecom, China · School of Information and Communications Engineering, Xi’an Jiaotong University, Xi’an, China · Department of Electronic and Computer Engineering, Hong Kong University of Science and Technology, Hong Kong

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

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

    Renaissance Computing Institute, University of North Carolina at Chapel Hill, NC, USA · Information Sciences Institute, University of Southern California, Marina del Rey, CA, USA

  43. (POSTER) From Sensors to Insight: Rapid, Edge-to-Core Application Development for Sensor-Driven Applications

    May 4, 2026Komal Thareja, Anirban Mandal, Ewa DeelmanEdge PlatformsSensors

    Renaissance Computing Institute, University of North Carolina Chapel Hill, NC, USA · Information Sciences Institute, University of Southern California, Marina del Rey, CA, USA

  44. 6G Needs Agents: Toward Agentic AI-Native Networks for Autonomous Intelligence

    May 2, 2026Mohamed Amine Ferrag, Abderrahmane Lakas, Merouane DebbahAi-NativeAgentic Inference

    Department of Computer and Network Engineering, United Arab Emirates University, UAE · Research Institute for Digital Future, Khalifa University, UAE

  45. From Prompt to Physical Actuation: Holistic Threat Modeling of LLM-Enabled Robotic Systems

    Apr 29, 2026Neha Nagaraja, Hayretdin Bahsi, Carlo R. da CunhaRealistic Threat ModelThreat

    School of Informatics, Computing, and Cyber Systems, Northern Arizona University, Flagstaff, USA · Department of Software Science, Tallinn University of Technology, Tallinn, Estonia

  46. Progressive Semantic Communication for Efficient Edge-Cloud Vision-Language Models

    Apr 29, 2026Cyril Shih-Huan Hsu, Wig Yuan-Cheng Cheng, Chrysa PapagianniEdge PlatformsRecent Vision-Language Models

    Informatics Institute, University of Amsterdam, The Netherlands. · Open-EP Community, Taoyuan City 330049, Taiwan (R.O.C.).

  47. DenseScout: Algorithm-System Co-design for Budgeted Tiny Object Selection on Edge Platforms

    Apr 28, 2026Xiong Zhouzhi, Zimo Zeng, Yi Chen +3Edge PlatformsDetection Performance

    College of Electrical Engineering, Zhejiang University, Hangzhou, China

  48. Web-Gewu: A Browser-Based Interactive Playground for Robot Reinforcement Learning

    Apr 18, 2026Kaixuan Chen, Linqi YeScalable Robot LearningEmbodied Artificial Intelligence

    School of Future Technology, Shanghai University, Shanghai 200444, China

  49. FedOBP: Federated Optimal Brain Personalization through Cloud-Edge Element-wise Decoupling

    Apr 17, 2026Xingyan Chen, Tian Du, Changqiao Xu +4Federated LearningParameter-Efficient Fine-Tuning Methods

    Beijing Key Laboratory of MEMS Technology and Device Reliability for Industrial Internet, the School of Intelligent Engineering and Automation, Beijing University of Posts and Telecommunications, Beijing 100876, P. R. China · School of Business Administration, Southwestern University of Finance and Economics, Chengdu 611130, P. R. China · Institute of Artificial Intelligence and the School of Computer Science, Beihang University, Beijing 100191, China, and with the SKLSDE +3

  50. Towards Trustworthy 6G Network Digital Twins: A Framework for Validating Counterfactual What-If Analysis in Edge Computing Resources

    Apr 16, 2026Julian Jimenez Agudelo, Paola Soto, Ayat Zaki-Hindi +5Cognitive Digital TwinsDigital Twins

    University of Antwerp - imec, IDLab, Belgium · Luxembourg Institute of Science and Technology (LIST), Luxembourg

  51. Learning to Remember: Attentive Reinforcement Learning for Edge Serverless Autoscaling

    Mar 21, 2026Faraz Shaikh, Gianluca Reali, Mauro FemminellaEdge PlatformsRate Scaling

    Department of Engineering, University of Perugia, Perugia, Italy · Consorzio Nazionale Interuniversitario per le Telecomunicazioni (CNIT), 43124 Parma, Italy

  52. Agentic Service Markets Across the Computing Continuum: A Polymatroidal Architecture

    Mar 5, 2026Lauri Lovén, Alaa Saleh, Reza Farahani +5Dynamic PricingDecentralized Autonomous Organization

    Future Computing Group, University of Oulu, Finland · Distributed Systems Group, TU Wien, Vienna, Austria · Department of Mechatronics, University of Prishtina, Kosova +4

  53. Hybrid Feedback-Guided Optimal Learning for Wireless Interactive Panoramic Scene Delivery

    Feb 6, 2026Xiaoyi Wu, Juaren Steiger, Bin Li +1ImmersionOmnidirectional Images

    IEEE/ACM TRANSACTIONS ON NETWORKING

  54. Fair Minimum Labeling: Efficient Temporal Network Activations for Reachability and Equity

    Oct 4, 2025Lutz Oettershagen, Othon MichailMaximum Independent SetAlgorithmic Fairness

    University of Liverpool

  55. Audio-Visual Speech Enhancement: Architectural Design and Deployment Strategies

    Aug 11, 2025Anis Hamadouche, Haifeng Luo, Mathini Sellathurai +2Edge PlatformsSpeech Enhancement

    School of Engineering & Physical Sciences, Heriot-Watt University, Edinburgh EH14 4AS, UK · SDAIA-KFUPM Joint Research Centre for Artificial Intelligence, King Fahd University of Petroleum and Minerals, Dhahran, Saudi Arabia · College of Engineering Department of Electrical and Computer Engineering, San Diego State University, USA

  56. Leveraging Neural Graph Compilers in Machine Learning Research for Edge-Cloud Systems

    Apr 28, 2025Alireza Furutanpey, Carmen Walser, Philipp Raith +2Hardware EfficiencyEdge Platforms

    Coovally Barcelona, Spain · Distributed Systems Group, TU Wien, Vienna · ICREA Barcelona, Spain