Ella Peltonen

According to our database, Ella Peltonen authored at least 43 papers between 2015 and 2024.

Collaborative distances:

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

2024

The Second Round: Diverse Paths Towards Software Engineering.

Sonja Hyrynsalmi, Ella Peltonen, Fanny Vainionpää, Sami Hyrynsalmi

CoRR, 2024

2023

Perspectives on Negative Research Results in Pervasive Computing.

Ella Peltonen, Nitinder Mohan, Peter Zdankin, Tanya Shreedhar, Tri Nguyen, Suzan Bayhan, Jon Crowcroft, Jussi Kangasharju, Daniela Nicklas

IEEE Pervasive Comput., 2023

Edge-AI: Identifying Key Enablers in Edge Intelligence (Dagstuhl Seminar 23432).

Aaron Yi Ding, Eyal de Lara, Schahram Dustdar, Ella Peltonen, Tobias Meuser

Dagstuhl Reports, 2023

Autonomous Federated Learning for Distributed Intrusion Detection Systems in Public Networks.

Alireza Bakhshi Zadi Mahmoodi, Saeid Sheikhi, Ella Peltonen, Panos Kostakos

IEEE Access, 2023

LinkEdge: Open-sourced MLOps Integration with IoT Edge.

Ella Peltonen, Savidu Dias

Proceedings of the 3rd Eclipse Security, 2023

Left or right? Detecting driver's head movement on the road.

Leyla Shojaeifard, Adnanul Islam, Hassan Shaheen, Vappu Schroderus, Ella Peltonen

Proceedings of the 13th International Conference on the Internet of Things, 2023

Preface.

Ella Peltonen, Kai-Kristian Kemell

Proceedings of the Companion Proceedings of the 14th International Conference on Software Business (PhD Retreat, 2023

2022

Exploring the effects of below-freezing temperatures on smartphone usage.

Aku Visuri, Jonatan Hamberg, Ella Peltonen

Pervasive Mob. Comput., 2022

The role of gender in the International Conference on Pervasive Computing and Communications.

Ella Peltonen

Frontiers Comput. Sci., 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

Roadmap for edge AI: a Dagstuhl perspective.

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

Comput. Commun. Rev., 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

Skadi: Heterogeneous Human-sensing System for Automotive IoT.

Dennis Neumann, Ella Peltonen

Proceedings of the 2022 IEEE International Conference on Smart Computing, 2022

The Impact of Smartphone Usage on Circadian Cycles: A Case Study with Wearable Ring.

Ella Peltonen, Parsa Sharmila, Elina Kuosmanen, Heli Koskimäki, Aku Visuri

Proceedings of the 2022 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, 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

Identifying Key Enablers in Edge Intelligence (Dagstuhl Seminar 21342).

Aaron Yi Ding, Ella Peltonen, Sasu Tarkoma, Lars C. Wolf

Dagstuhl Reports, 2021

Roadmap for Edge AI: A Dagstuhl Perspective.

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

CoRR, 2021

Design Considerations for Data Daemons: Co-creating Design Futures to Explore Ethical Personal Data Management.

Wiebke Toussaint, Alejandra Gómez Ortega, Jered Vroon, Julian Harty, Gürkan Solmaz, Olya Kudina, Ella Peltonen, Jacky Bourgeois, Aaron Yi Ding

CoRR, 2021

Towards Real-time Learning for Edge-Cloud Continuum with Vehicular Computing.

Ella Peltonen, Arun Sojan, Tero Päivärinta

Proceedings of the 7th IEEE World Forum on Internet of Things, 2021

Monitoring Social Distancing in Smart Spaces using Infrastructure-Based Sensors.

Naser Hossein Motlagh, Pupu Toivonen, Martha Arbayani Zaidan, Eemil Lagerspetz, Ella Peltonen, Ekaterina Gilman, Petteri Nurmi, Sasu Tarkoma

Proceedings of the 7th IEEE World Forum on Internet of Things, 2021

Challenges on Collecting Smartphone Data in Cold Environments.

Ella Peltonen, Vappu Schroderus, Parsa Sharmila

Proceedings of the UbiComp/ISWC '21: 2021 ACM International Joint Conference on Pervasive and Ubiquitous Computing and 2021 ACM International Symposium on Wearable Computers, 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

Understanding Smartwatch Battery Utilization in the Wild.

Morteza Homayounfar, Amirhossein Malekijoo, Aku Visuri, Chelsea Dobbins, Ella Peltonen, Eugene Pinsky, Kia Teymourian, Reza Rawassizadeh

Sensors, 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

When phones get personal: Predicting Big Five personality traits from application usage.

Ella Peltonen, Parsa Sharmila, Kennedy Opoku Asare, Aku Visuri, Eemil Lagerspetz, Denzil Ferreira

Pervasive Mob. Comput., 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

White Paper on 6G Drivers and the UN SDGs.

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

CoRR, 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

DatEthics: Ethical Data-Centric Design of Intelligent Behaviour.

Jacky Bourgeois, Jered Vroon, Aaron Yi Ding, Ella Peltonen

Proceedings of the MobileHCI '20: 22nd International Conference on Human-Computer Interaction with Mobile Devices and Services: Expanding the Horizon of Mobile Interaction, 2020

Public and Open Internet of Things for Smart Cities: The SME Perspective.

Pekka Okkonen, Jarkko Hyysalo, Ella Peltonen

Proceedings of the 36th IEEE International Conference on Data Engineering Workshops, 2020

Towards understanding smartphone usage and sleep with a crowdsensing approach.

Parsa Sharmila, Vappu Schroderus, Eemil Lagerspetz, Ella Peltonen

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

2019

Exploiting Usage to Predict Instantaneous App Popularity: Trend Filters and Retention Rates.

Stephan Sigg, Eemil Lagerspetz, Ella Peltonen, Petteri Nurmi, Sasu Tarkoma

ACM Trans. Web, 2019

Hot or Not? Robust and Accurate Continuous Thermal Imaging on FLIR cameras.

Titti Malmivirta, Jonatan Hamberg, Eemil Lagerspetz, Xin Li, Ella Peltonen, Huber Flores, Petteri Nurmi

Proceedings of the 2019 IEEE International Conference on Pervasive Computing and Communications, 2019

Wrist-worn Wearable Sensors to Understand Insides of the Human Body: Data Quality and Quantity.

Pekka Siirtola, Ella Peltonen, Heli Koskimäki, Henna Mönttinen, Juha Röning, Susanna Pirttikangas

Proceedings of the 5th ACM Workshop on Wearable Systems and Applications, 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

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

2018

The hidden image of mobile apps: geographic, demographic, and cultural factors in mobile usage.

Ella Peltonen, Eemil Lagerspetz, Jonatan Hamberg, Abhinav Mehrotra, Mirco Musolesi, Petteri Nurmi, Sasu Tarkoma

Proceedings of the 20th International Conference on Human-Computer Interaction with Mobile Devices and Services, 2018

2016

Where Has My Battery Gone?: A Novel Crowdsourced Solution for Characterizing Energy Consumption.

Ella Peltonen, Eemil Lagerspetz, Petteri Nurmi, Sasu Tarkoma

IEEE Pervasive Comput., 2016

Constella: Crowdsourced system setting recommendations for mobile devices.

Ella Peltonen, Eemil Lagerspetz, Petteri Nurmi, Sasu Tarkoma

Pervasive Mob. Comput., 2016

Sovereignty of the Apps: There's more to Relevance than Downloads.

Stephan Sigg, Eemil Lagerspetz, Ella Peltonen, Petteri Nurmi, Sasu Tarkoma

CoRR, 2016

Too big to mail: On the way to publish large-scale mobile analytics data.

Ella Peltonen, Eemil Lagerspetz, Petteri Nurmi, Sasu Tarkoma

Proceedings of the 2016 IEEE International Conference on Big Data (IEEE BigData 2016), 2016

2015

Energy modeling of system settings: A crowdsourced approach.

Ella Peltonen, Eemil Lagerspetz, Petteri Nurmi, Sasu Tarkoma

Proceedings of the 2015 IEEE International Conference on Pervasive Computing and Communications, 2015

Iterative data analysis for sensing applications.

Ella Peltonen

Proceedings of the 2015 IEEE International Conference on Pervasive Computing and Communication Workshops, 2015