Lauri Lovén

According to our database, Lauri Lovén authored at least 73 papers between 2017 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Agentic TinyML for Intent-Aware Handover in 6G Wireless Networks.

Alaa Saleh, Roberto Morabito, Sasu Tarkoma, Anders Lindgren, Susanna Pirttikangas, Lauri Lovén

IEEE Wirel. Commun., April, 2026

Institutions for the Post-Scarcity of Judgment.

Lauri Lovén

CoRR, April, 2026

ExAI5G: A Logic-Based Explainable AI Framework for Intrusion Detection in 5G Networks.

Saeid Sheikhi, Panos Kostakos, Lauri Lovén

CoRR, April, 2026

ICIP: Integrative Computational Internet of Things Platform for Adaptive and Energy-Efficient Smart Buildings.

Naser Hossein Motlagh, Martha Arbayani Zaidan, Niko Mäkitalo, Petteri Nurmi, Sasu Tarkoma, Lauri Lovén

IEEE Internet Things Mag., March, 2026

Real-Time AI Service Economy: A Framework for Agentic Computing Across the Continuum.

Lauri Lovén, Alaa Saleh, Reza Farahani, Ilir Murturi, Miguel Bordallo López, Praveen Kumar Donta, Schahram Dustdar

CoRR, March, 2026

Integrating Generative AI-enhanced Cognitive Systems in Higher Education: From Stakeholder Perceptions to a Conceptual Framework considering the EU AI Act.

Da-Lun Chen, Prasasthy Balasubramanian, Lauri Lovén, Susanna Pirttikangas, Jaakko Sauvola, Panagiotis Kostakos

CoRR, February, 2026

Towards Message Brokers for Generative AI: Survey, Challenges, and Opportunities.

Alaa Saleh, Roberto Morabito, Schahram Dustdar, Sasu Tarkoma, Susanna Pirttikangas, Lauri Lovén

ACM Comput. Surv., January, 2026

Socio-technical aspects of Agentic AI.

Praveen Kumar Donta, Alaa Saleh, Ying Li, Shubham Vaishnav, Kai Fang, Hailin Feng, Yuchao Xia, Thippa Reddy Gadekallu, Qiyang Zhang, Xiaodan Shi, Ali Beikmohammadi, Sindri Magnússon, Ilir Murturi, Chinmaya Kumar Dehury, Marcin Paprzycki, Lauri Lovén, Sasu Tarkoma, Schahram Dustdar

CoRR, January, 2026

Bio-inspired Agentic Self-healing Framework for Resilient Distributed Computing Continuum Systems.

Alaa Saleh, Praveen Kumar Donta, Roberto Morabito, Sasu Tarkoma, Anders Lindgren, Qiyang Zhang, Schahram Dustdar, Susanna Pirttikangas, Lauri Lovén

CoRR, January, 2026

Hybrid Reputation Aggregation: A Robust Defense Mechanism for Adversarial Federated Learning in 5G and Edge Network Environments.

Saeid Sheikhi, Panos Kostakos, Lauri Lovén

IEEE Open J. Commun. Soc., 2026

A holistic framework for privacy-preserving and trusted cyber threat intelligence in industry 5.0: A fusion of blockchain and tiny semi-supervised class-incremental learning with catastrophic forgetting mitigation.

Samia El Haddouti, Wissal Lazraq, Lauri Lovén, Mohamed Dâfir Ech-Cherif El Kettani, Habiba Chaoui

Internet Things, 2026

Beyond the Leaderboard: A Survey of the Science of Evaluation, Benchmarking, and Methodologies for Large Language Models.

Saeid Sheikhi, Lauri Lovén, Panos Kostakos

IEEE Access, 2026

2025

Synergizing Monetization, Orchestration, and Semantics in Computing Continuum.

Chinmaya Kumar Dehury, Lauri Lovén, Praveen Kumar Donta, Ilir Murturi, Schahram Dustdar

CoRR, December, 2025

Serverless Everywhere: A Comparative Analysis of WebAssembly Workflows Across Browser, Edge, and Cloud.

Mario Colosi, Reza Farahani, Lauri Lovén, Radu Prodan, Massimo Villari

CoRR, December, 2025

A Framework for AI-Native Semantic-Based Dynamic Slicing for 6G Networks.

Mayukh Roy Chowdhury, Eman Hammad, Lauri Lovén, Susanna Pirttikangas, Aloizio Pereira da Silva, Walid Saad

CoRR, October, 2025

6G Resilience - White Paper.

Hirley Alves, Nurul Huda Mahmood, Onel L. Alcaraz López, Sumudu Samarakoon, Seppo Yrjölä, Matti Latva-aho, Markku J. Juntti, Ari Pouttu, Armin Dekorsy, Arthur Sousa de Sena, Aydin Sezgin, Bho Matthiesen, Chafika Benzaid, Chathuranga Weeraddana, David Hutchison, Dileepa Marasinghe, Doganalp Ergenc, Eduard A. Jorswieck, Erkki Harjula, Falko Dressler, Harri Saarnisaari, Italo Atzeni, Jaap van de Beek, Jacek Rak, Konstantin Mikhaylov, Lauri Lovén, Madhusanka Liyanage, Marcos Katz, Marja Matinmikko-Blue, Mehdi Rasti, Mika Ylianttila, Nhan Nguyen, Pawani Porambage, Petar Popovski, Petri Ahokangas, Premanandana Rajatheva, Robert-Jeron Reifert, Tharaka Hewa, Tommy Svensson

CoRR, September, 2025

UserCentrix: An Agentic Memory-augmented AI Framework for Smart Spaces.

Alaa Saleh, Sasu Tarkoma, Praveen Kumar Donta, Naser Hossein Motlagh, Schahram Dustdar, Susanna Pirttikangas, Lauri Lovén

CoRR, May, 2025

Towards a data fabric framework for industrial metaverse integration.

Abhishek Kumar, Lauri Lovén, Muhammad Talha Arshad, Susanna Pirttikangas, Sasu Tarkoma

Sustain. Comput. Informatics Syst., 2025

Follow-Me AI: Energy-Efficient User Interaction With Smart Environments.

Alaa Saleh, Praveen Kumar Donta, Roberto Morabito, Naser Hossein Motlagh, Sasu Tarkoma, Lauri Lovén

IEEE Pervasive Comput., 2025

Edge AI for Earth Observation.

Ning Ruan, Kun Li, Qiyang Zhang, Lauri Lovén, Praveen Kumar Donta, Yi Jia, Schahram Dustdar

IEEE Internet Comput., 2025

Bridging Theory and Practice: Addressing Current Cybersecurity Gaps in Industry 5.0.

Saeid Sheikhi, Maialen Eceiza, Cristóbal Arellano, Oscar López, Stefan Kelnberger, René Lindner, Jari Partanen, Lauri Lovén

IEEE Access, 2025

Agentic Edge Intelligence: A Research Agenda.

Lauri Lovén, Reza Farahani, Ilir Murturi, Stephan Sigg, Schahram Dustdar

Proceedings of the 18th IEEE/ACM International Conference on Utility and Cloud Computing, 2025

Federated Variational Autoencoders for Unsupervised Anomaly Detection in Distributed 5G Networks.

Saeid Sheikhi, Amirhossein Ghaffari, Aref Amiri, Lauri Lovén

Proceedings of the International Conference on Software, 2025

Lightweight LSTM-Based Adaptive Kafka Tuning for Predictive IoT Data Streams.

Yangyang Wang, Praveen Kumar Donta, Lauri Lovén, Schahram Dustdar, Naser Hossein Motlagh

Proceedings of the IEEE International Conference on Quantum Software, 2025

FedDTKG: Federated Temporal Graph Learning with Adaptive Loss for Robust 5G Attack Detection under Extreme Class Imbalance.

Saeid Sheikhi, Lauri Lovén, Susanna Pirttikangas, Panos Kostakos

Proceedings of the International Conference on Modeling, 2025

Exponentially Weighted Instance-Aware Repeat Factor Sampling for Long-Tailed Object Detection Model Training in Unmanned Aerial Vehicles Surveillance Scenarios.

Taufiq Ahmed, Abhishek Kumar, Constantino Álvarez Casado, Anlan Zhang, Tuomo Hänninen, Lauri Lovén, Miguel Bordallo López, Sasu Tarkoma

Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2025

MLOps for Medical Imaging: A Cloud-Edge architecture for Experiment Tracking and Model Evaluation.

Saim, Saad Ullah Akram, Erkki Harjula, Lauri Lovén, Hassan Mehmood

Proceedings of the 33rd IEEE International Conference on Network Protocols, 2025

Graph-based Gossiping for Communication Efficiency in Decentralized Federated Learning.

Huong Mai Nguyen, Hong-Tri Nguyen, Praveen Kumar Donta, Susanna Pirttikangas, Lauri Lovén

Proceedings of the 34th International Conference on Computer Communications and Networks, 2025

iKafka: Intelligent Storage Management for Adaptive Event Streaming in Kafka.

Yangyang Wang, Alaa Saleh, Praveen Kumar Donta, Naser Hossein Motlagh, Lauri Lovén, Sasu Tarkoma, Schahram Dustdar

Proceedings of the 2025 IEEE International Conference on Edge Computing and Communications (EDGE), 2025

A Feature-Aware Federated Learning Framework for Unsupervised Anomaly Detection in 5G Networks.

Saeid Sheikhi, Lauri Lovén, Panos Kostakos

Proceedings of the IEEE Conference on Standards for Communications and Networking, 2025

STM-Graph: A Python Framework for Spatio-Temporal Mapping and Graph Neural Network Predictions.

Amirhossein Ghaffari, Huong Mai Nguyen, Lauri Lovén, Ekaterina Gilman

Proceedings of the 34th ACM International Conference on Information and Knowledge Management, 2025

Cognitive SOC: Evidence-Backed Narrative Generation for Security Operations with Multi-Agent LLM Architecture.

Saeid Sheikhi, Panos Kostakos, Lauri Lovén

Proceedings of the IEEE International Conference on Big Data, 2025

Past to Plan: LLM-Powered Personalized Travel via Mobility Patterns.

Hasaan Ahmed, Huong Mai Nguyen, Amirhossein Ghaffari, Ekaterina Gilman, Lauri Lovén

Proceedings of the IEEE International Conference on Big Data, 2025

2024

Distributed AI in Zero-Touch Provisioning for Edge Networks: Challenges and Research Directions.

Abhishek Hazra, Andrea Morichetta, Ilir Murturi, Lauri Lovén, Chinmaya Kumar Dehury, Víctor Casamayor-Pujol, Praveen Kumar Donta, Schahram Dustdar

Computer, March, 2024

Digital Twins for Smart Spaces - Beyond IoT Analytics.

Naser Hossein Motlagh, Martha Arbayani Zaidan, Lauri Lovén, Pak Lun Fung, Tuomo Hänninen, Roberto Morabito, Petteri Nurmi, Sasu Tarkoma

IEEE Internet Things J., January, 2024

Capacitated spatial clustering with multiple constraints and attributes.

Tero Lähderanta, Lauri Lovén, Leena Ruha, Teemu Leppänen, Ilkka Launonen, Jukka Riekki, Mikko J. Sillanpää

Eng. Appl. Artif. Intell., January, 2024

Revisiting Edge AI: Opportunities and Challenges.

Tobias Meuser, Lauri Lovén, Monowar Bhuyan, Shishir G. Patil, Schahram Dustdar, Atakan Aral, Suzan Bayhan, Christian Becker, Eyal de Lara, Aaron Yi Ding, Janick Edinger, James Gross, Nitinder Mohan, Andy D. Pimentel, Etienne Rivière, Henning Schulzrinne, Pieter Simoens, Gürkan Solmaz, Michael Welzl

IEEE Internet Comput., 2024

Follow-Me AI: Energy-Efficient User Interaction with Smart Environments.

Alaa Saleh, Praveen Kumar Donta, Roberto Morabito, Naser Hossein Motlagh, Lauri Lovén

CoRR, 2024

Stake-Driven Rewards and Log-Based Free Rider Detection in Federated Learning.

Huong Mai Nguyen, Hong-Tri Nguyen, Lauri Lovén, Susanna Pirttikangas

Proceedings of the 21st Annual International Conference on Privacy, Security and Trust, 2024

Traffic Accident Prediction and Warning System: Integration Use Case.

Amirhossein Ghaffari, Huong Mai Nguyen, Alaa Saleh, Lauri Lovén, Ekaterina Gilman

Proceedings of the Workshop on Knowledge-infused Learning co-located with 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD), 2024

Wait or Not to Wait: Evaluating Trade-Offs between Speed and Precision in Blockchain-based Federated Aggregation.

Huong Mai Nguyen, Tri Nguyen, Lauri Lovén, Susanna Pirttikangas

Proceedings of the 44th IEEE International Conference on Distributed Computing Systems, ICDCS 2024, 2024

Data Fabric for Industrial Metaverse.

Abhishek Kumar, Lauri Lovén, Susanna Pirttikangas, Sasu Tarkoma

Proceedings of the 44th IEEE International Conference on Distributed Computing Systems, ICDCS 2024, 2024

2023

Energy-Sustainable IoT Connectivity: Vision, Technological Enablers, Challenges, and Future Directions.

Onel Luis Alcaraz López, Osmel Martínez Rosabal, David E. Ruíz-Guirola, Prasoon Raghuwanshi, Konstantin Mikhaylov, Lauri Lovén, Sridhar Iyer

IEEE Open J. Commun. Soc., 2023

Unmanned Aerial Vehicles for Air Pollution Monitoring: A Survey.

Naser Hossein Motlagh, Pranvera Kortoçi, Xiang Su, Lauri Lovén, Hans Kristian Hoel, Sindre Bjerkestrand Haugsvær, Varun Srivastava, Casper Fabian Gulbrandsen, Petteri Nurmi, Sasu Tarkoma

IEEE Internet Things J., 2023

Pub/Sub Message Brokers for GenAI.

Alaa Saleh, Susanna Pirttikangas, Lauri Lovén

CoRR, 2023

EISim: A Platform for Simulating Intelligent Edge Orchestration Solutions.

Henna Kokkonen, Susanna Pirttikangas, Lauri Lovén

CoRR, 2023

How Can AI be Distributed in the Computing Continuum? Introducing the Neural Pub/Sub Paradigm.

Lauri Lovén, Roberto Morabito, Abhishek Kumar, Susanna Pirttikangas, Jukka Riekki, Sasu Tarkoma

CoRR, 2023

Semantic Slicing across the Distributed Intelligent 6G Wireless Networks.

Lauri Lovén, Hafiz Faheem Shahid, Le Ngu Nguyen, Erkki Harjula, Olli Silvén, Susanna Pirttikangas, Miguel Bordallo López

Proceedings of the 20th Annual IEEE International Conference on Sensing, 2023

2022

A dark and stormy night: Reallocation storms in edge computing.

Lauri Lovén, Ella Peltonen, Leena Ruha, Erkki Harjula, Susanna Pirttikangas

EURASIP J. Wirel. Commun. Netw., 2022

Autonomy and Intelligence in the Computing Continuum: Challenges, Enablers, and Future Directions for Orchestration.

Henna Kokkonen, Lauri Lovén, Naser Hossein Motlagh, Juha Partala, Alfonso González-Gil, Ester Sola, Iñigo Angulo, Madhusanka Liyanage, Teemu Leppänen, Tri Nguyen, Panos Kostakos, Mehdi Bennis, Sasu Tarkoma, Schahram Dustdar, Susanna Pirttikangas, Jukka Riekki

CoRR, 2022

Edge Computing: The Computing Infrastructure for the Smart Megacities of the Future.

Naser Hossein Motlagh, Lauri Lovén, Jacky Cao, Xiaoli Liu, Petteri Nurmi, Schahram Dustdar, Sasu Tarkoma, Xiang Su

Computer, 2022

The Many Faces of Edge Intelligence.

Ella Peltonen, Ijaz Ahmad, Atakan Aral, Michele Capobianco, Aaron Yi Ding, Felipe J. Gil-Castiñeira, Ekaterina Gilman, Erkki Harjula, Marko Jurmu, Teemu Karvonen, Markus Kelanti, Teemu Leppänen, Lauri Lovén, Tommi Mikkonen, Nitinder Mohan, Petteri Nurmi, Susanna Pirttikangas, Pawel Sroka, Sasu Tarkoma, Tingting Yang

IEEE Access, 2022

Revealing reliable information from taxi traces: from raw data to information discovery.

Anja Keskinarkaus, Ekaterina Gilman, Lauri Lovén, Satu Tamminen, Marjo Hippi, Gang Xiong, Fenghua Zhu, Tapio Seppänen, Jukka Riekki, Susanna Pirttikangas

Proceedings of the 38th IEEE International Conference on Data Engineering Workshops, 2022

2021

EDISON: An Edge-Native Method and Architecture for Distributed Interpolation.

Lauri Lovén, Tero Lähderanta, Leena Ruha, Ella Peltonen, Ilkka Launonen, Mikko J. Sillanpää, Jukka Riekki, Susanna Pirttikangas

Sensors, 2021

Edge computing server placement with capacitated location allocation.

Tero Lähderanta, Teemu Leppänen, Leena Ruha, Lauri Lovén, Erkki Harjula, Mika Ylianttila, Jukka Riekki, Mikko J. Sillanpää

J. Parallel Distributed Comput., 2021

Weathering the Reallocation Storm: Large-Scale Analysis of Edge Server Workload.

Lauri Lovén, Ella Peltonen, Erkki Harjula, Susanna Pirttikangas

Proceedings of the Joint European Conference on Networks and Communications & 6G Summit, 2021

2020

Internet of Things for Smart Spaces: A University Campus Case Study.

Ekaterina Gilman, Satu Tamminen, Rumana Yasmin, Eemeli Ristimella, Ella Peltonen, Markus Harju, Lauri Lovén, Jukka Riekki, Susanna Pirttikangas

Sensors, 2020

6G White Paper on Edge Intelligence.

Ella Peltonen, Mehdi Bennis, Michele Capobianco, Mérouane Debbah, Aaron Yi Ding, Felipe J. Gil-Castiñeira, Marko Jurmu, Teemu Karvonen, Markus Kelanti, Adrian Kliks, Teemu Leppänen, Lauri Lovén, Tommi Mikkonen, Ashwin Rao, Sumudu Samarakoon, Kari Seppänen, Pawel Sroka, Sasu Tarkoma, Tingting Yang

CoRR, 2020

Machine Learning Meets Communication Networks: Current Trends and Future Challenges.

Ijaz Ahmad, Shahriar Shahabuddin, Hassan Malik, Erkki Harjula, Teemu Leppänen, Lauri Lovén, Antti Anttonen, Ali Hassan Sodhro, Muhammad Mahtab Alam, Markku J. Juntti, Antti Ylä-Jääski, Thilo Sauter, Andrei V. Gurtov, Mika Ylianttila, Jukka Riekki

IEEE Access, 2020

Scaling up an Edge Server Deployment.

Lauri Lovén, Tero Lähderanta, Leena Ruha, Teemu Leppänen, Ella Peltonen, Jukka Riekki, Mikko J. Sillanpää

Proceedings of the 2020 IEEE International Conference on Pervasive Computing and Communications Workshops, 2020

Emotional well-being in smart environments: an experiment with EEG.

Fatema Sultana Chowdhury, Lauri Lovén, Marta Cortés, Eija Halkola, Tapio Seppänen, Susanna Pirttikangas

Proceedings of the UbiComp/ISWC '20: 2020 ACM International Joint Conference on Pervasive and Ubiquitous Computing and 2020 ACM International Symposium on Wearable Computers, 2020

Privacy-Aware Blockchain Innovation for 6G: Challenges and Opportunities.

Tri Nguyen, Ngoc Tran, Lauri Lovén, Juha Partala, M. Tahar Kechadi, Susanna Pirttikangas

Proceedings of the 2nd 6G Wireless Summit, 2020

2019

Effect of experience sampling schedules on response rate and recall accuracy of objective self-reports.

Niels van Berkel, Jorge Gonçalves, Lauri Lovén, Denzil Ferreira, Simo Hosio, Vassilis Kostakos

Int. J. Hum. Comput. Stud., 2019

Edge server placement with capacitated location allocation.

Tero Lähderanta, Teemu Leppänen, Leena Ruha, Lauri Lovén, Erkki Harjula, Mika Ylianttila, Jukka Riekki, Mikko J. Sillanpää

CoRR, 2019

Towards EDISON: An Edge-Native Approach to Distributed Interpolation of Environmental Data.

Lauri Lovén, Ella Peltonen, Abhinay Pandya, Teemu Leppänen, Ekaterina Gilman, Susanna Pirttikangas, Jukka Riekki

Proceedings of the 28th International Conference on Computer Communication and Networks, 2019

Towards measuring well-being in smart environments.

Eija Halkola, Lauri Lovén, Marta Cortés, Ekaterina Gilman, Susanna Pirttikangas

Proceedings of the 2019 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2019 ACM International Symposium on Wearable Computers, 2019

Edge-Based Microservices Architecture for Internet of Things: Mobility Analysis Case Study.

Teemu Leppänen, Claudio Savaglio, Lauri Lovén, Tommi Järvenpää, Rouhollah Ehsani, Ella Peltonen, Giancarlo Fortino, Jukka Riekki

Proceedings of the 2019 IEEE Global Communications Conference, 2019

Open-source RANs in Practice: an Over-The-Air Deployment for 5G MEC.

Juuso Haavisto, Muhammad Arif, Lauri Lovén, Teemu Leppänen, Jukka Riekki

Proceedings of the European Conference on Networks and Communications, 2019

2018

On the Use of URLs and Hashtags in Age Prediction of Twitter Users.

Abhinay Pandya, Mourad Oussalah, Paola Monachesi, Panos Kostakos, Lauri Lovén

Proceedings of the 2018 IEEE International Conference on Information Reuse and Integration, 2018

Developing Agent-Based Smart Objects for IoT Edge Computing: Mobile Crowdsensing Use Case.

Teemu Leppänen, Claudio Savaglio, Lauri Lovén, Wilma Russo, Giuseppe Di Fatta, Jukka Riekki, Giancarlo Fortino

Proceedings of the Internet and Distributed Computing Systems, 2018

Design Challenges of Wellbeing Supporting Smart Environment in Collaborative Use Situations.

Minna Pakanen, Lauri Lovén, Paula Alavesa, Ekaterina Gilman, Jacques M. B. Terken, Berry Eggen, Susanna Pirttikangas

Proceedings of the 2018 ACM International Joint Conference and 2018 International Symposium on Pervasive and Ubiquitous Computing and Wearable Computers, 2018

Wellbeing in Smart Environments: Definition, Measurement, Prediction and Control.

Lauri Lovén, Minna Pakanen, Ekaterina Gilman, Susanna Pirttikangas

Proceedings of the 2018 ACM International Joint Conference and 2018 International Symposium on Pervasive and Ubiquitous Computing and Wearable Computers, 2018

2017

A on Spam Filtering Classification: A Majority Voting like Approach.

Youngsu Dong, Mourad Oussalah, Lauri Lovén

Proceedings of the 9th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management, 2017