Ella Peltonen

68 papers A* 2B 4Misc 2Journal 29Unranked 29
YearRankTypeTitle / Venue / Authors
2025 J jnl
Adopting Road-Weather Open Data in Route Recommendation Engine.
CoRR
Henna Tammia, Benjamin Kämä, Ella Peltonen
2025 — conf
All About Digitraffic: Understanding Nationwide Open Road Data in Finland.
ICDEW
Henna Tammia, Benjamin Kämä, Ella Peltonen
2025 J jnl
Cognitive Performance Measurements and the Impact of Sleep Quality Using Wearable and Mobile Sensors.
CoRR
Aku Visuri, Heli Koskimäki, Niels van Berkel, Andy Alorwu, Ella Peltonen, Saeed Abdullah, Simo Hosio
2025 J jnl
Cognitive performance measurements and the impact of sleep quality using wearable and mobile sensors.
Pers. Ubiquitous Comput.
Aku Visuri, Heli Koskimäki, Niels van Berkel, Andy Alorwu, Ella Peltonen, Saeed Abdullah, Simo Hosio
2025 J jnl
Generative AI for cyber threat intelligence: applications, challenges, and analysis of real-world case studies.
Artif. Intell. Rev.
Prasasthy Balasubramanian, Sonali Liyana, Hamsini Sankaran, Shambavi Sivaramakrishnan, Sruthi Pusuluri, Susanna Pirttikangas, Ella Peltonen
2025 — conf
Leveraging Kubernetes at MEC for Vehicular CAN Bus Data Collection.
IOT
Alireza Bakhshi Zadi Mahmoodi, Ella Peltonen
2025 — conf
LiDAR-Based Virtual Environment Generation for Vehicle Digital Twins.
TKTP
Aleksi Vuorinen, Ella Peltonen
2025 — conf
Mobile Computing for Classical Archaeology: Smartphone LiDAR Modeling of Campanian Features.
IOT
Laura Nissin, Aleksi Vuorinen, Ella Peltonen
2025 — conf
New Hope: Towards Flexible Hybrid Learning in Post-pandemic Education.
TKTP
Ella Peltonen, Elina Annanperä
2025 J jnl
Pervasive Computing X Software Engineering: Perspectives to ICSE 2024.
IEEE Pervasive Comput.
Ella Peltonen
2025 J jnl
Rethinking Computing Systems in the Era of Climate Crisis: A Call for a Sustainable Computing Continuum.
IEEE Internet Comput.
Ella Peltonen, Suzan Bayhan, David Bermbach, Sebastian Buschjäger, Victoria Degeler, Aaron Yi Ding, Özlem Durmaz Incel, Dewant Katare, Mikkel Baun Kjærgaard, Sam Leroux, Toktam Mahmoodi, Zoltán Ádám Mann, Nirvana Meratnia, Andy D. Pimentel, Jan S. Rellermeyer, Etienne Rivière, Dolly Sapra, Gürkan Solmaz, Bram van der Waaij
2025 — conf
Saving Christmas: Preventing Reindeer-Vehicle Collisions with Thermal Imaging.
TKTP
Benjamin Kämä, Ella Peltonen
2025 — conf
Towards Data-Centric and Context-Aware Decision Making in Software-Defined Vehicles.
ICSA Companion
Ella Peltonen, Vishaka Basnayake, Nada Elgendy, Benjamin Kämä, Pertti Seppänen, Tero Päivärinta
2025 — conf
Towards Multimodal Digital Twin Environments for Automotive Applications.
IOT
Aleksi Vuorinen, Mikko Mäkitalo, Ella Peltonen
2025 — conf
Vehicle-to-Everything Services in 3GPP 5G Networks: An Empirical Analysis.
EdgeSys@EuroSys
Vishaka Basnayake, Prabhash Rathnayake, Ella Peltonen
2024 — ed.
Companion Proceedings of the 14th International Conference on Software Business (PhD Retreat, Posters & Demos Track), Lahti, Finland, November 27-29, 2023.
ICSOB Companion
Andrey Saltan, Rodrigo Pereira dos Santos, Xiaofeng Wang, Abayomi Baiyere, Ella Peltonen, Kai-Kristian Kemell
2024 — conf
Kubernetes Task-Offloading Framework for Edge-Cloud Continuum in Vehicular Computing.
IoT
Alireza Bakhshi Zadi Mahmoodi, Ella Peltonen
2024 — conf
Kubernetes edge/cloud continuum task offloading framework for vehicular computing.
TKTP
Alireza Bakhshi Zadi Mahmoodi, Ella Peltonen
2024 — conf
Kuura: Leveraging eclipse kuksa in vehicular data collection and digital twin creation environment.
TKTP
Olli Timonen, Toni Bornström, Nicklas Stafford, Samuli Määttä, Alireza Bakhshi Zadi Mahmoodi, Tero Päivärinta, Ella Peltonen
2024 — conf
Longitudinal Energy Efficiency of an IoT-enhanced Residential Building.
IoT
Ella Peltonen, Marko Jurvansuu, Susanna Pirttikangas
2024 Misc conf
Poster: LiDAR Utilisation for Enhanced Vehicle Capabilities.
SEC
Aleksi Vuorinen, Ella Peltonen
2024 Misc conf
Poster: Multimodal Data Analytics and Machine Learning for Software-Defined Vehicles.
SEC
Benjamin Kämä, Ella Peltonen
2024 — ed.
Proceedings of the 14th International Conference on the Internet of Things, IoT 2024, Oulu, Finland, November 19-22, 2024
IoT
Ella Peltonen, Sami Hyrynsalmi, Isabel Wagner, Jan S. Rellermeyer, Nitinder Mohan
2024 — conf
The Second Round: Diverse Paths Towards Software Engineering.
GE@ICSE
Sonja M. Hyrynsalmi, Ella Peltonen, Fanny Vainionpää, Sami Hyrynsalmi
2024 J jnl
The Second Round: Diverse Paths Towards Software Engineering.
CoRR
Sonja Hyrynsalmi, Ella Peltonen, Fanny Vainionpää, Sami Hyrynsalmi
2023 J jnl
Autonomous Federated Learning for Distributed Intrusion Detection Systems in Public Networks.
IEEE Access
Alireza Bakhshi Zadi Mahmoodi, Saeid Sheikhi, Ella Peltonen, Panos Kostakos
2023 J jnl
Edge-AI: Identifying Key Enablers in Edge Intelligence (Dagstuhl Seminar 23432).
Dagstuhl Reports
Aaron Yi Ding, Eyal de Lara, Schahram Dustdar, Ella Peltonen, Tobias Meuser
2023 — conf
Left or right? Detecting driver's head movement on the road.
IoT
Leyla Shojaeifard, Adnanul Islam, Hassan Shaheen, Vappu Schroderus, Ella Peltonen
2023 — conf
LinkEdge: Open-sourced MLOps Integration with IoT Edge.
eSAAM
Ella Peltonen, Savidu Dias
2023 J jnl
Perspectives on Negative Research Results in Pervasive Computing.
IEEE Pervasive Comput.
Ella Peltonen, Nitinder Mohan, Peter Zdankin, Tanya Shreedhar, Tri Nguyen, Suzan Bayhan, Jon Crowcroft, Jussi Kangasharju, Daniela Nicklas
2023 — conf
Preface.
ICSOB Companion
Ella Peltonen, Kai-Kristian Kemell
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
Exploring the effects of below-freezing temperatures on smartphone usage.
Pervasive Mob. Comput.
Aku Visuri, Jonatan Hamberg, Ella Peltonen
2022 J jnl
Perspectives on Negative Research Results in Pervasive Computing.
CoRR
Ella Peltonen, Nitinder Mohan, Peter Zdankin, Tanya Shreedhar, Tri Nguyen, Suzan Bayhan, Jon Crowcroft, Jussi Kangasharju, Daniela Nicklas
2022 J jnl
Roadmap for edge AI: a Dagstuhl perspective.
Comput. Commun. Rev.
Aaron Yi Ding, Ella Peltonen, Tobias Meuser, Atakan Aral, Christian Becker, Schahram Dustdar, Thomas Hiessl, Dieter Kranzlmüller, Madhusanka Liyanage, Setareh Maghsudi, Nitinder Mohan, Jörg Ott, Jan S. Rellermeyer, Stefan Schulte, Henning Schulzrinne, Gürkan Solmaz, Sasu Tarkoma, Blesson Varghese, Lars C. Wolf
2022 B conf
Skadi: Heterogeneous Human-sensing System for Automotive IoT.
SMARTCOMP
Dennis Neumann, Ella Peltonen
2022 — conf
The Impact of Smartphone Usage on Circadian Cycles: A Case Study with Wearable Ring.
PerCom Workshops
Ella Peltonen, Parsa Sharmila, Elina Kuosmanen, Heli Koskimäki, Aku Visuri
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
2022 J jnl
The role of gender in the International Conference on Pervasive Computing and Communications.
Frontiers Comput. Sci.
Ella Peltonen
2021 — conf
Challenges on Collecting Smartphone Data in Cold Environments.
UbiComp/ISWC Adjunct
Ella Peltonen, Vappu Schroderus, Parsa Sharmila
2021 J jnl
Design Considerations for Data Daemons: Co-creating Design Futures to Explore Ethical Personal Data Management.
CoRR
Wiebke Toussaint, Alejandra Gómez Ortega, Jered Vroon, Julian Harty, Gürkan Solmaz, Olya Kudina, Ella Peltonen, Jacky Bourgeois, Aaron Yi Ding
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
Identifying Key Enablers in Edge Intelligence (Dagstuhl Seminar 21342).
Dagstuhl Reports
Aaron Yi Ding, Ella Peltonen, Sasu Tarkoma, Lars C. Wolf
2021 — conf
Monitoring Social Distancing in Smart Spaces using Infrastructure-Based Sensors.
WF-IoT
Naser Hossein Motlagh, Pupu Toivonen, Martha Arbayani Zaidan, Eemil Lagerspetz, Ella Peltonen, Ekaterina Gilman, Petteri Nurmi, Sasu Tarkoma
2021 J jnl
Roadmap for Edge AI: A Dagstuhl Perspective.
CoRR
Aaron Yi Ding, Ella Peltonen, Tobias Meuser, Atakan Aral, Christian Becker, Schahram Dustdar, Thomas Hiessl, Dieter Kranzlmüller, Madhusanka Liyanage, Setareh Magshudi, Nitinder Mohan, Jörg Ott, Jan S. Rellermeyer, Stefan Schulte, Henning Schulzrinne, Gürkan Solmaz, Sasu Tarkoma, Blesson Varghese, Lars C. Wolf
2021 — conf
Towards Real-time Learning for Edge-Cloud Continuum with Vehicular Computing.
WF-IoT
Ella Peltonen, Arun Sojan, Tero Päivärinta
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
DatEthics: Ethical Data-Centric Design of Intelligent Behaviour.
MobileHCI (Extended Abstracts)
Jacky Bourgeois, Jered Vroon, Aaron Yi Ding, Ella Peltonen
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 — conf
Public and Open Internet of Things for Smart Cities: The SME Perspective.
ICDE Workshops
Pekka Okkonen, Jarkko Hyysalo, Ella Peltonen
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
2020 — conf
Towards understanding smartphone usage and sleep with a crowdsensing approach.
UbiComp/ISWC Adjunct
Parsa Sharmila, Vappu Schroderus, Eemil Lagerspetz, Ella Peltonen
2020 J jnl
Understanding Smartwatch Battery Utilization in the Wild.
Sensors
Morteza Homayounfar, Amirhossein Malekijoo, Aku Visuri, Chelsea Dobbins, Ella Peltonen, Eugene Pinsky, Kia Teymourian, Reza Rawassizadeh
2020 J jnl
When phones get personal: Predicting Big Five personality traits from application usage.
Pervasive Mob. Comput.
Ella Peltonen, Parsa Sharmila, Kennedy Opoku Asare, Aku Visuri, Eemil Lagerspetz, Denzil Ferreira
2020 J jnl
White Paper on 6G Drivers and the UN SDGs.
CoRR
Marja Matinmikko-Blue, Sirpa Aalto, Muhammad Imran Asghar, Hendrik Berndt, Yan Chen, Sudhir Dixit, Risto Jurva, Pasi Karppinen, Markku Kekkonen, Marianne Kinnula, Panagiotis Kostakos, Johanna Lindberg, Edward Mutafungwa, Kirsi Ojutkangas, Elina Rossi, Seppo Yrjölä, Anssi Öörni, Petri Ahokangas, Muhammad Zeeshan Asghar, Fan Chen, Netta Iivari, Marcos Katz, Atte Kinnula, Josef Noll, Harri Oinas-Kukkonen, Ian J. Oppermann, Ella Peltonen, Hanna Saarela, Harri Saarnisaari, Anna Suorsa, Gustav Wikström, Volker Ziegler
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
Exploiting Usage to Predict Instantaneous App Popularity: Trend Filters and Retention Rates.
ACM Trans. Web
Stephan Sigg, Eemil Lagerspetz, Ella Peltonen, Petteri Nurmi, Sasu Tarkoma
2019 A* conf
Hot or Not? Robust and Accurate Continuous Thermal Imaging on FLIR cameras.
PerCom
Titti Malmivirta, Jonatan Hamberg, Eemil Lagerspetz, Xin Li, Ella Peltonen, Huber Flores, Petteri Nurmi
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
Wrist-worn Wearable Sensors to Understand Insides of the Human Body: Data Quality and Quantity.
WearSys@MobiSys
Pekka Siirtola, Ella Peltonen, Heli Koskimäki, Henna Mönttinen, Juha Röning, Susanna Pirttikangas
2018 B conf
The hidden image of mobile apps: geographic, demographic, and cultural factors in mobile usage.
MobileHCI
Ella Peltonen, Eemil Lagerspetz, Jonatan Hamberg, Abhinav Mehrotra, Mirco Musolesi, Petteri Nurmi, Sasu Tarkoma
2016 J jnl
Constella: Crowdsourced system setting recommendations for mobile devices.
Pervasive Mob. Comput.
Ella Peltonen, Eemil Lagerspetz, Petteri Nurmi, Sasu Tarkoma
2016 J jnl
Sovereignty of the Apps: There's more to Relevance than Downloads.
CoRR
Stephan Sigg, Eemil Lagerspetz, Ella Peltonen, Petteri Nurmi, Sasu Tarkoma
2016 — conf
Too big to mail: On the way to publish large-scale mobile analytics data.
IEEE BigData
Ella Peltonen, Eemil Lagerspetz, Petteri Nurmi, Sasu Tarkoma
2016 J jnl
Where Has My Battery Gone?: A Novel Crowdsourced Solution for Characterizing Energy Consumption.
IEEE Pervasive Comput.
Ella Peltonen, Eemil Lagerspetz, Petteri Nurmi, Sasu Tarkoma
2015 A* conf
Energy modeling of system settings: A crowdsourced approach.
PerCom
Ella Peltonen, Eemil Lagerspetz, Petteri Nurmi, Sasu Tarkoma
2015 — conf
Iterative data analysis for sensing applications.
PerCom Workshops
Ella Peltonen