Lauri Lovén - RankMe

78 papers A 3B 7C 1Misc 3Journal 47Unranked 17

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Agentic TinyML for Intent-Aware Handover in 6G Wireless Networks. IEEE Wirel. Commun. Alaa Saleh, Roberto Morabito, Sasu Tarkoma, Anders Lindgren, Susanna Pirttikangas, Lauri Lovén
2026	J	`jnl`	Bio-inspired Agentic Self-healing Framework for Resilient Distributed Computing Continuum Systems. CoRR Alaa Saleh, Praveen Kumar Donta, Roberto Morabito, Sasu Tarkoma, Anders Lindgren, Qiyang Zhang, Schahram Dustdar, Susanna Pirttikangas, Lauri Lovén
2026	J	`jnl`	Hybrid Reputation Aggregation: A Robust Defense Mechanism for Adversarial Federated Learning in 5G and Edge Network Environments. IEEE Open J. Commun. Soc. Saeid Sheikhi, Panos Kostakos, Lauri Lovén
2026	J	`jnl`	ICIP: Integrative Computational Internet of Things Platform for Adaptive and Energy-Efficient Smart Buildings. IEEE Internet Things Mag. Naser Hossein Motlagh, Martha Arbayani Zaidan, Niko Mäkitalo, Petteri Nurmi, Sasu Tarkoma, Lauri Lovén
2026	J	`jnl`	Integrating Generative AI-enhanced Cognitive Systems in Higher Education: From Stakeholder Perceptions to a Conceptual Framework considering the EU AI Act. CoRR Da-Lun Chen, Prasasthy Balasubramanian, Lauri Lovén, Susanna Pirttikangas, Jaakko Sauvola, Panagiotis Kostakos
2026	J	`jnl`	Real-Time AI Service Economy: A Framework for Agentic Computing Across the Continuum. CoRR Lauri Lovén, Alaa Saleh, Reza Farahani, Ilir Murturi, Miguel Bordallo López, Praveen Kumar Donta, Schahram Dustdar
2026	J	`jnl`	Socio-technical aspects of Agentic AI. CoRR 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
2026	J	`jnl`	Towards Message Brokers for Generative AI: Survey, Challenges, and Opportunities. ACM Comput. Surv. Alaa Saleh, Roberto Morabito, Schahram Dustdar, Sasu Tarkoma, Susanna Pirttikangas, Lauri Lovén
2025	J	`jnl`	6G Resilience - White Paper. CoRR 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
2025	—	`conf`	A Feature-Aware Federated Learning Framework for Unsupervised Anomaly Detection in 5G Networks. CSCN Saeid Sheikhi, Lauri Lovén, Panos Kostakos
2025	J	`jnl`	A Framework for AI-Native Semantic-Based Dynamic Slicing for 6G Networks. CoRR Mayukh Roy Chowdhury, Eman Hammad, Lauri Lovén, Susanna Pirttikangas, Aloizio Pereira da Silva, Walid Saad
2025	Misc	`conf`	Agentic Edge Intelligence: A Research Agenda. UCC Lauri Lovén, Reza Farahani, Ilir Murturi, Stephan Sigg, Schahram Dustdar
2025	J	`jnl`	Agentic TinyML for Intent-aware Handover in 6G Wireless Networks. CoRR Alaa Saleh, Roberto Morabito, Sasu Tarkoma, Anders Lindgren, Susanna Pirttikangas, Lauri Lovén
2025	J	`jnl`	Bridging Theory and Practice: Addressing Current Cybersecurity Gaps in Industry 5.0. IEEE Access Saeid Sheikhi, Maialen Eceiza, Cristóbal Arellano, Oscar López, Stefan Kelnberger, René Lindner, Jari Partanen, Lauri Lovén
2025	B	`conf`	Cognitive SOC: Evidence-Backed Narrative Generation for Security Operations with Multi-Agent LLM Architecture. IEEE Big Data Saeid Sheikhi, Panos Kostakos, Lauri Lovén
2025	J	`jnl`	Edge AI for Earth Observation. IEEE Internet Comput. Ning Ruan, Kun Li, Qiyang Zhang, Lauri Lovén, Praveen Kumar Donta, Yi Jia, Schahram Dustdar
2025	A	`conf`	Exponentially Weighted Instance-Aware Repeat Factor Sampling for Long-Tailed Object Detection Model Training in Unmanned Aerial Vehicles Surveillance Scenarios. IROS Taufiq Ahmed, Abhishek Kumar, Constantino Álvarez Casado, Anlan Zhang, Tuomo Hänninen, Lauri Lovén, Miguel Bordallo López, Sasu Tarkoma
2025	J	`jnl`	Exponentially Weighted Instance-Aware Repeat Factor Sampling for Long-Tailed Object Detection Model Training in Unmanned Aerial Vehicles Surveillance Scenarios. CoRR Taufiq Ahmed, Abhishek Kumar, Constantino Álvarez Casado, Anlan Zhang, Tuomo Hänninen, Lauri Lovén, Miguel Bordallo López, Sasu Tarkoma
2025	A	`conf`	FedDTKG: Federated Temporal Graph Learning with Adaptive Loss for Robust 5G Attack Detection under Extreme Class Imbalance. MSWiM Saeid Sheikhi, Lauri Lovén, Susanna Pirttikangas, Panos Kostakos
2025	Misc	`conf`	Federated Variational Autoencoders for Unsupervised Anomaly Detection in Distributed 5G Networks. SoftCOM Saeid Sheikhi, Amirhossein Ghaffari, Aref Amiri, Lauri Lovén
2025	J	`jnl`	Follow-Me AI: Energy-Efficient User Interaction With Smart Environments. IEEE Pervasive Comput. Alaa Saleh, Praveen Kumar Donta, Roberto Morabito, Naser Hossein Motlagh, Sasu Tarkoma, Lauri Lovén
2025	B	`conf`	Graph-based Gossiping for Communication Efficiency in Decentralized Federated Learning. ICCCN Huong Mai Nguyen, Hong-Tri Nguyen, Praveen Kumar Donta, Susanna Pirttikangas, Lauri Lovén
2025	J	`jnl`	Graph-based Gossiping for Communication Efficiency in Decentralized Federated Learning. CoRR Huong Mai Nguyen, Hong-Tri Nguyen, Praveen Kumar Donta, Susanna Pirttikangas, Lauri Lovén
2025	J	`jnl`	Hybrid Reputation Aggregation: A Robust Defense Mechanism for Adversarial Federated Learning in 5G and Edge Network Environments. CoRR Saeid Sheikhi, Panos Kostakos, Lauri Lovén
2025	—	`conf`	Lightweight LSTM-Based Adaptive Kafka Tuning for Predictive IoT Data Streams. QSW Yangyang Wang, Praveen Kumar Donta, Lauri Lovén, Schahram Dustdar, Naser Hossein Motlagh
2025	B	`conf`	MLOps for Medical Imaging: A Cloud-Edge architecture for Experiment Tracking and Model Evaluation. ICNP Saim, Saad Ullah Akram, Erkki Harjula, Lauri Lovén, Hassan Mehmood
2025	B	`conf`	Past to Plan: LLM-Powered Personalized Travel via Mobility Patterns. IEEE Big Data Hasaan Ahmed, Huong Mai Nguyen, Amirhossein Ghaffari, Ekaterina Gilman, Lauri Lovén
2025	A	`conf`	STM-Graph: A Python Framework for Spatio-Temporal Mapping and Graph Neural Network Predictions. CIKM Amirhossein Ghaffari, Huong Mai Nguyen, Lauri Lovén, Ekaterina Gilman
2025	J	`jnl`	STM-Graph: A Python Framework for Spatio-Temporal Mapping and Graph Neural Network Predictions. CoRR Amirhossein Ghaffari, Huong Mai Nguyen, Lauri Lovén, Ekaterina Gilman
2025	J	`jnl`	Serverless Everywhere: A Comparative Analysis of WebAssembly Workflows Across Browser, Edge, and Cloud. CoRR Mario Colosi, Reza Farahani, Lauri Lovén, Radu Prodan, Massimo Villari
2025	J	`jnl`	Synergizing Monetization, Orchestration, and Semantics in Computing Continuum. CoRR Chinmaya Kumar Dehury, Lauri Lovén, Praveen Kumar Donta, Ilir Murturi, Schahram Dustdar
2025	J	`jnl`	Towards a data fabric framework for industrial metaverse integration. Sustain. Comput. Informatics Syst. Abhishek Kumar, Lauri Lovén, Muhammad Talha Arshad, Susanna Pirttikangas, Sasu Tarkoma
2025	J	`jnl`	UserCentrix: An Agentic Memory-augmented AI Framework for Smart Spaces. CoRR Alaa Saleh, Sasu Tarkoma, Praveen Kumar Donta, Naser Hossein Motlagh, Schahram Dustdar, Susanna Pirttikangas, Lauri Lovén
2025	—	`conf`	iKafka: Intelligent Storage Management for Adaptive Event Streaming in Kafka. EDGE Yangyang Wang, Alaa Saleh, Praveen Kumar Donta, Naser Hossein Motlagh, Lauri Lovén, Sasu Tarkoma, Schahram Dustdar
2024	J	`jnl`	Capacitated spatial clustering with multiple constraints and attributes. Eng. Appl. Artif. Intell. Tero Lähderanta, Lauri Lovén, Leena Ruha, Teemu Leppänen, Ilkka Launonen, Jukka Riekki, Mikko J. Sillanpää
2024	—	`conf`	Data Fabric for Industrial Metaverse. ICDCSW Abhishek Kumar, Lauri Lovén, Susanna Pirttikangas, Sasu Tarkoma
2024	J	`jnl`	Digital Twins for Smart Spaces - Beyond IoT Analytics. IEEE Internet Things J. Naser Hossein Motlagh, Martha Arbayani Zaidan, Lauri Lovén, Pak Lun Fung, Tuomo Hänninen, Roberto Morabito, Petteri Nurmi, Sasu Tarkoma
2024	J	`jnl`	Distributed AI in Zero-Touch Provisioning for Edge Networks: Challenges and Research Directions. Computer Abhishek Hazra, Andrea Morichetta, Ilir Murturi, Lauri Lovén, Chinmaya Kumar Dehury, Víctor Casamayor-Pujol, Praveen Kumar Donta, Schahram Dustdar
2024	J	`jnl`	Follow-Me AI: Energy-Efficient User Interaction with Smart Environments. CoRR Alaa Saleh, Praveen Kumar Donta, Roberto Morabito, Naser Hossein Motlagh, Lauri Lovén
2024	J	`jnl`	Revisiting Edge AI: Opportunities and Challenges. IEEE Internet Comput. 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
2024	C	`conf`	Stake-Driven Rewards and Log-Based Free Rider Detection in Federated Learning. PST Huong Mai Nguyen, Hong-Tri Nguyen, Lauri Lovén, Susanna Pirttikangas
2024	—	`conf`	Traffic Accident Prediction and Warning System: Integration Use Case. KiL@KDD Amirhossein Ghaffari, Huong Mai Nguyen, Alaa Saleh, Lauri Lovén, Ekaterina Gilman
2024	—	`conf`	Wait or Not to Wait: Evaluating Trade-Offs between Speed and Precision in Blockchain-based Federated Aggregation. ICDCSW Huong Mai Nguyen, Tri Nguyen, Lauri Lovén, Susanna Pirttikangas
2024	J	`jnl`	Wait or Not to Wait: Evaluating Trade-Offs between Speed and Precision in Blockchain-based Federated Aggregation. CoRR Huong Mai Nguyen, Tri Nguyen, Lauri Lovén, Susanna Pirttikangas
2023	J	`jnl`	Distributed AI in Zero-touch Provisioning for Edge Networks: Challenges and Research Directions. CoRR Abhishek Hazra, Andrea Morichetta, Ilir Murturi, Lauri Lovén, Chinmaya Kumar Dehury, Víctor Casamayor-Pujol, Praveen Kumar Donta, Schahram Dustdar
2023	J	`jnl`	EISim: A Platform for Simulating Intelligent Edge Orchestration Solutions. CoRR Henna Kokkonen, Susanna Pirttikangas, Lauri Lovén
2023	J	`jnl`	Energy-Sustainable IoT Connectivity: Vision, Technological Enablers, Challenges, and Future Directions. CoRR Onel Luis Alcaraz López, Osmel Martínez Rosabal, David E. Ruíz-Guirola, Prasoon Raghuwanshi, Konstantin Mikhaylov, Lauri Lovén, Sridhar Iyer
2023	J	`jnl`	Energy-Sustainable IoT Connectivity: Vision, Technological Enablers, Challenges, and Future Directions. IEEE Open J. Commun. Soc. Onel Luis Alcaraz López, Osmel Martínez Rosabal, David E. Ruíz-Guirola, Prasoon Raghuwanshi, Konstantin Mikhaylov, Lauri Lovén, Sridhar Iyer
2023	J	`jnl`	How Can AI be Distributed in the Computing Continuum? Introducing the Neural Pub/Sub Paradigm. CoRR Lauri Lovén, Roberto Morabito, Abhishek Kumar, Susanna Pirttikangas, Jukka Riekki, Sasu Tarkoma
2023	J	`jnl`	Pub/Sub Message Brokers for GenAI. CoRR Alaa Saleh, Susanna Pirttikangas, Lauri Lovén
2023	B	`conf`	Semantic Slicing across the Distributed Intelligent 6G Wireless Networks. SECON Lauri Lovén, Hafiz Faheem Shahid, Le Ngu Nguyen, Erkki Harjula, Olli Silvén, Susanna Pirttikangas, Miguel Bordallo López
2023	J	`jnl`	Unmanned Aerial Vehicles for Air Pollution Monitoring: A Survey. IEEE Internet Things J. Naser Hossein Motlagh, Pranvera Kortoçi, Xiang Su, Lauri Lovén, Hans Kristian Hoel, Sindre Bjerkestrand Haugsvær, Varun Srivastava, Casper Fabian Gulbrandsen, Petteri Nurmi, Sasu Tarkoma
2022	J	`jnl`	A dark and stormy night: Reallocation storms in edge computing. EURASIP J. Wirel. Commun. Netw. Lauri Lovén, Ella Peltonen, Leena Ruha, Erkki Harjula, Susanna Pirttikangas
2022	J	`jnl`	Autonomy and Intelligence in the Computing Continuum: Challenges, Enablers, and Future Directions for Orchestration. CoRR 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
2022	J	`jnl`	Edge Computing: The Computing Infrastructure for the Smart Megacities of the Future. Computer Naser Hossein Motlagh, Lauri Lovén, Jacky Cao, Xiaoli Liu, Petteri Nurmi, Schahram Dustdar, Sasu Tarkoma, Xiang Su
2022	—	`conf`	Revealing reliable information from taxi traces: from raw data to information discovery. ICDE Workshops Anja Keskinarkaus, Ekaterina Gilman, Lauri Lovén, Satu Tamminen, Marjo Hippi, Gang Xiong, Fenghua Zhu, Tapio Seppänen, Jukka Riekki, Susanna Pirttikangas
2022	J	`jnl`	The Many Faces of Edge Intelligence. IEEE Access 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
2021	J	`jnl`	EDISON: An Edge-Native Method and Architecture for Distributed Interpolation. Sensors Lauri Lovén, Tero Lähderanta, Leena Ruha, Ella Peltonen, Ilkka Launonen, Mikko J. Sillanpää, Jukka Riekki, Susanna Pirttikangas
2021	J	`jnl`	Edge computing server placement with capacitated location allocation. J. Parallel Distributed Comput. Tero Lähderanta, Teemu Leppänen, Leena Ruha, Lauri Lovén, Erkki Harjula, Mika Ylianttila, Jukka Riekki, Mikko J. Sillanpää
2021	—	`conf`	Weathering the Reallocation Storm: Large-Scale Analysis of Edge Server Workload. EuCNC/6G Summit Lauri Lovén, Ella Peltonen, Erkki Harjula, Susanna Pirttikangas
2020	J	`jnl`	6G White Paper on Edge Intelligence. CoRR 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
2020	—	`conf`	Emotional well-being in smart environments: an experiment with EEG. UbiComp/ISWC Adjunct Fatema Sultana Chowdhury, Lauri Lovén, Marta Cortés, Eija Halkola, Tapio Seppänen, Susanna Pirttikangas
2020	J	`jnl`	Internet of Things for Smart Spaces: A University Campus Case Study. Sensors Ekaterina Gilman, Satu Tamminen, Rumana Yasmin, Eemeli Ristimella, Ella Peltonen, Markus Harju, Lauri Lovén, Jukka Riekki, Susanna Pirttikangas
2020	J	`jnl`	Machine Learning Meets Communication Networks: Current Trends and Future Challenges. IEEE Access 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
2020	—	`conf`	Privacy-Aware Blockchain Innovation for 6G: Challenges and Opportunities. 6G SUMMIT Tri Nguyen, Ngoc Tran, Lauri Lovén, Juha Partala, M. Tahar Kechadi, Susanna Pirttikangas
2020	—	`conf`	Scaling up an Edge Server Deployment. PerCom Workshops Lauri Lovén, Tero Lähderanta, Leena Ruha, Teemu Leppänen, Ella Peltonen, Jukka Riekki, Mikko J. Sillanpää
2019	J	`jnl`	Edge server placement with capacitated location allocation. CoRR Tero Lähderanta, Teemu Leppänen, Leena Ruha, Lauri Lovén, Erkki Harjula, Mika Ylianttila, Jukka Riekki, Mikko J. Sillanpää
2019	B	`conf`	Edge-Based Microservices Architecture for Internet of Things: Mobility Analysis Case Study. GLOBECOM Teemu Leppänen, Claudio Savaglio, Lauri Lovén, Tommi Järvenpää, Rouhollah Ehsani, Ella Peltonen, Giancarlo Fortino, Jukka Riekki
2019	J	`jnl`	Effect of experience sampling schedules on response rate and recall accuracy of objective self-reports. Int. J. Hum. Comput. Stud. Niels van Berkel, Jorge Gonçalves, Lauri Lovén, Denzil Ferreira, Simo Hosio, Vassilis Kostakos
2019	—	`conf`	Open-source RANs in Practice: an Over-The-Air Deployment for 5G MEC. EuCNC Juuso Haavisto, Muhammad Arif, Lauri Lovén, Teemu Leppänen, Jukka Riekki
2019	J	`jnl`	Open-source RANs in practice: an over-the-air deployment for 5G MEC. CoRR Juuso Haavisto, Muhammad Arif, Lauri Lovén, Teemu Leppänen, Jukka Riekki
2019	B	`conf`	Towards EDISON: An Edge-Native Approach to Distributed Interpolation of Environmental Data. ICCCN Lauri Lovén, Ella Peltonen, Abhinay Pandya, Teemu Leppänen, Ekaterina Gilman, Susanna Pirttikangas, Jukka Riekki
2019	—	`conf`	Towards measuring well-being in smart environments. UbiComp/ISWC Adjunct Eija Halkola, Lauri Lovén, Marta Cortés, Ekaterina Gilman, Susanna Pirttikangas
2018	—	`conf`	Design Challenges of Wellbeing Supporting Smart Environment in Collaborative Use Situations. UbiComp/ISWC Adjunct Minna Pakanen, Lauri Lovén, Paula Alavesa, Ekaterina Gilman, Jacques M. B. Terken, Berry Eggen, Susanna Pirttikangas
2018	—	`conf`	Developing Agent-Based Smart Objects for IoT Edge Computing: Mobile Crowdsensing Use Case. IDCS Teemu Leppänen, Claudio Savaglio, Lauri Lovén, Wilma Russo, Giuseppe Di Fatta, Jukka Riekki, Giancarlo Fortino
2018	Misc	`conf`	On the Use of URLs and Hashtags in Age Prediction of Twitter Users. IRI Abhinay Pandya, Mourad Oussalah, Paola Monachesi, Panos Kostakos, Lauri Lovén
2018	—	`conf`	Wellbeing in Smart Environments: Definition, Measurement, Prediction and Control. UbiComp/ISWC Adjunct Lauri Lovén, Minna Pakanen, Ekaterina Gilman, Susanna Pirttikangas
2017	—	`conf`	A on Spam Filtering Classification: A Majority Voting like Approach. KDIR Youngsu Dong, Mourad Oussalah, Lauri Lovén