Ella Peltonen

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 42

Top Topics

Environmental Data

Top Venues

PerCom Workshops

Pervasive Mob. Comput.

Publications

Sonja Hyrynsalmi, Ella Peltonen, Fanny Vainionpää, Sami Hyrynsalmi
The Second Round: Diverse Paths Towards Software Engineering. CoRR (2024)
Ella Peltonen, Savidu Dias
LinkEdge: Open-sourced MLOps Integration with IoT Edge. eSAAM (2023)
Aaron Yi Ding, Eyal de Lara, Schahram Dustdar, Ella Peltonen, Tobias Meuser
Edge-AI: Identifying Key Enablers in Edge Intelligence (Dagstuhl Seminar 23432). Dagstuhl Reports 13 (10) (2023)
Ella Peltonen, Nitinder Mohan, Peter Zdankin, Tanya Shreedhar, Tri Nguyen, Suzan Bayhan, Jon Crowcroft, Jussi Kangasharju, Daniela Nicklas
Perspectives on Negative Research Results in Pervasive Computing. IEEE Pervasive Comput. 22 (3) (2023)
Alireza Bakhshi Zadi Mahmoodi, Saeid Sheikhi, Ella Peltonen, Panos Kostakos
Autonomous Federated Learning for Distributed Intrusion Detection Systems in Public Networks. IEEE Access 11 (2023)
Leyla Shojaeifard, Adnanul Islam, Hassan Shaheen, Vappu Schroderus, Ella Peltonen
Left or right? Detecting driver's head movement on the road. IoT (2023)
Ella Peltonen, Kai-Kristian Kemell
Preface. ICSOB Companion (2023)
Ella Peltonen, Parsa Sharmila, Elina Kuosmanen, Heli Koskimäki, Aku Visuri
The Impact of Smartphone Usage on Circadian Cycles: A Case Study with Wearable Ring. PerCom Workshops (2022)
Aku Visuri, Jonatan Hamberg, Ella Peltonen
Exploring the effects of below-freezing temperatures on smartphone usage. Pervasive Mob. Comput. 79 (2022)
Dennis Neumann, Ella Peltonen
Skadi: Heterogeneous Human-sensing System for Automotive IoT. SMARTCOMP (2022)
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
The Many Faces of Edge Intelligence. IEEE Access 10 (2022)
Lauri Lovén, Ella Peltonen, Leena Ruha, Erkki Harjula, Susanna Pirttikangas
A dark and stormy night: Reallocation storms in edge computing. EURASIP J. Wirel. Commun. Netw. 2022 (1) (2022)
Ella Peltonen
The role of gender in the International Conference on Pervasive Computing and Communications. Frontiers Comput. Sci. 4 (2022)
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
Roadmap for edge AI: a Dagstuhl perspective. Comput. Commun. Rev. 52 (1) (2022)
Ella Peltonen, Nitinder Mohan, Peter Zdankin, Tanya Shreedhar, Tri Nguyen, Suzan Bayhan, Jon Crowcroft, Jussi Kangasharju, Daniela Nicklas
Perspectives on Negative Research Results in Pervasive Computing. CoRR (2022)
Ella Peltonen, Vappu Schroderus, Parsa Sharmila
Challenges on Collecting Smartphone Data in Cold Environments. UbiComp/ISWC Adjunct (2021)
Ella Peltonen, Arun Sojan, Tero Päivärinta
Towards Real-time Learning for Edge-Cloud Continuum with Vehicular Computing. WF-IoT (2021)
Lauri Lovén, Ella Peltonen, Erkki Harjula, Susanna Pirttikangas
Weathering the Reallocation Storm: Large-Scale Analysis of Edge Server Workload. EuCNC/6G Summit (2021)
Naser Hossein Motlagh, Pupu Toivonen, Martha Arbayani Zaidan, Eemil Lagerspetz, Ella Peltonen, Ekaterina Gilman, Petteri Nurmi, Sasu Tarkoma
Monitoring Social Distancing in Smart Spaces using Infrastructure-Based Sensors. WF-IoT (2021)
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
Roadmap for Edge AI: A Dagstuhl Perspective. CoRR (2021)
Aaron Yi Ding, Ella Peltonen, Sasu Tarkoma, Lars C. Wolf
Identifying Key Enablers in Edge Intelligence (Dagstuhl Seminar 21342). Dagstuhl Reports 11 (7) (2021)
Lauri Lovén, Tero Lähderanta, Leena Ruha, Ella Peltonen, Ilkka Launonen, Mikko J. Sillanpää, Jukka Riekki, Susanna Pirttikangas
EDISON: An Edge-Native Method and Architecture for Distributed Interpolation. Sensors 21 (7) (2021)
Wiebke Toussaint, Alejandra Gomez Ortega, Jered Vroon, Julian Harty, Gürkan Solmaz, Olya Kudina, Ella Peltonen, Jacky Bourgeois, Aaron Yi Ding
Design Considerations for Data Daemons: Co-creating Design Futures to Explore Ethical Personal Data Management. CoRR (2021)
Ella Peltonen, Parsa Sharmila, Kennedy Opoku Asare, Aku Visuri, Eemil Lagerspetz, Denzil Ferreira
When phones get personal: Predicting Big Five personality traits from application usage. Pervasive Mob. Comput. 69 (2020)
Pekka Okkonen, Jarkko Hyysalo, Ella Peltonen
Public and Open Internet of Things for Smart Cities: The SME Perspective. ICDE Workshops (2020)
Jacky Bourgeois, Jered Vroon, Aaron Yi Ding, Ella Peltonen
DatEthics: Ethical Data-Centric Design of Intelligent Behaviour. MobileHCI (Extended Abstracts) (2020)
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
6G White Paper on Edge Intelligence. CoRR (2020)
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 Oppermann, Ella Peltonen, Hanna Saarela, Harri Saarnisaari, Anna Suorsa, Gustav Wikström, Volker Ziegler
White Paper on 6G Drivers and the UN SDGs. CoRR (2020)
Lauri Lovén, Tero Lähderanta, Leena Ruha, Teemu Leppänen, Ella Peltonen, Jukka Riekki, Mikko J. Sillanpää
Scaling up an Edge Server Deployment. PerCom Workshops (2020)
Ekaterina Gilman, Satu Tamminen, Rumana Yasmin, Eemeli Ristimella, Ella Peltonen, Markus Harju, Lauri Lovén, Jukka Riekki, Susanna Pirttikangas
Internet of Things for Smart Spaces: A University Campus Case Study. Sensors 20 (13) (2020)
Morteza Homayounfar, Amirhossein Malekijoo, Aku Visuri, Chelsea Dobbins, Ella Peltonen, Eugene Pinsky, Kia Teymourian, Reza Rawassizadeh
Understanding Smartwatch Battery Utilization in the Wild. Sensors 20 (13) (2020)
Parsa Sharmila, Vappu Schroderus, Eemil Lagerspetz, Ella Peltonen
Towards understanding smartphone usage and sleep with a crowdsensing approach. UbiComp/ISWC Adjunct (2020)
Pekka Siirtola, Ella Peltonen, Heli Koskimäki, Henna Mönttinen, Juha Röning, Susanna Pirttikangas
Wrist-worn Wearable Sensors to Understand Insides of the Human Body: Data Quality and Quantity. WearSys@MobiSys (2019)
Titti Malmivirta, Jonatan Hamberg, Eemil Lagerspetz, Xin Li, Ella Peltonen, Huber Flores, Petteri Nurmi
Hot or Not? Robust and Accurate Continuous Thermal Imaging on FLIR cameras. PerCom (2019)
Lauri Lovén, Ella Peltonen, Abhinay Pandya, Teemu Leppänen, Ekaterina Gilman, Susanna Pirttikangas, Jukka Riekki
Towards EDISON: An Edge-Native Approach to Distributed Interpolation of Environmental Data. ICCCN (2019)
Teemu Leppänen, Claudio Savaglio, Lauri Lovén, Tommi Jarvenpaa, Rouhollah Ehsani, Ella Peltonen, Giancarlo Fortino, Jukka Riekki
Edge-Based Microservices Architecture for Internet of Things: Mobility Analysis Case Study. GLOBECOM (2019)
Stephan Sigg, Eemil Lagerspetz, Ella Peltonen, Petteri Nurmi, Sasu Tarkoma
Exploiting Usage to Predict Instantaneous App Popularity: Trend Filters and Retention Rates. ACM Trans. Web 13 (2) (2019)
Ella Peltonen, Eemil Lagerspetz, Jonatan Hamberg, Abhinav Mehrotra, Mirco Musolesi, Petteri Nurmi, Sasu Tarkoma
The hidden image of mobile apps: geographic, demographic, and cultural factors in mobile usage. MobileHCI (2018)
Stephan Sigg, Eemil Lagerspetz, Ella Peltonen, Petteri Nurmi, Sasu Tarkoma
Sovereignty of the Apps: There's more to Relevance than Downloads. CoRR (2016)
Ella Peltonen, Eemil Lagerspetz, Petteri Nurmi, Sasu Tarkoma
Too big to mail: On the way to publish large-scale mobile analytics data. IEEE BigData (2016)
Ella Peltonen, Eemil Lagerspetz, Petteri Nurmi, Sasu Tarkoma
Constella: Crowdsourced system setting recommendations for mobile devices. Pervasive Mob. Comput. 26 (2016)
Ella Peltonen, Eemil Lagerspetz, Petteri Nurmi, Sasu Tarkoma
Where Has My Battery Gone?: A Novel Crowdsourced Solution for Characterizing Energy Consumption. IEEE Pervasive Comput. 15 (1) (2016)
Ella Peltonen, Eemil Lagerspetz, Petteri Nurmi, Sasu Tarkoma
Energy modeling of system settings: A crowdsourced approach. PerCom (2015)
Ella Peltonen
Iterative data analysis for sensing applications. PerCom Workshops (2015)