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ORCIDElla Peltonen
Person information
- affiliation: University of Oulu, Center for Ubuiquitous Computing, Finland
- affiliation (PhD): University of Helsinki, Department of Computer Science, Finland
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2020 – today
- 2024
[e1]Andrey Saltan, Rodrigo Pereira dos Santos, Xiaofeng Wang, Abayomi Baiyere, Ella Peltonen, Kai-Kristian Kemell:
Companion Proceedings of the 14th International Conference on Software Business (PhD Retreat, Posters & Demos Track), Lahti, Finland, November 27-29, 2023. CEUR Workshop Proceedings 3621, CEUR-WS.org 2024 [contents]- [i9]Sonja Hyrynsalmi, Ella Peltonen, Fanny Vainionpää, Sami Hyrynsalmi:
The Second Round: Diverse Paths Towards Software Engineering. CoRR abs/2402.17306 (2024) - 2023
- [j14]Alireza Bakhshi Zadi Mahmoodi
, Saeid Sheikhi, Ella Peltonen, Panos Kostakos:
Autonomous Federated Learning for Distributed Intrusion Detection Systems in Public Networks. IEEE Access 11: 121325-121339 (2023) - [j13]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): 63-72 (2023) - [c21]Ella Peltonen, Kai-Kristian Kemell:
Preface. ICSOB Companion 2023 - [c20]Leyla Shojaeifard, Adnanul Islam, Hassan Shaheen, Vappu Schroderus, Ella Peltonen:
Left or right? Detecting driver's head movement on the road. IoT 2023: 90-97 - [c19]Ella Peltonen, Savidu Dias:
LinkEdge: Open-sourced MLOps Integration with IoT Edge. eSAAM 2023: 67-76 - [i8]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): 130-138 (2023) - 2022
- [j12]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: 104769-104782 (2022) - [j11]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): 28-33 (2022) - [j10]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): 86 (2022) - [j9]Ella Peltonen:
The role of gender in the International Conference on Pervasive Computing and Communications. Frontiers Comput. Sci. 4 (2022) - [j8]Aku Visuri, Jonatan Hamberg, Ella Peltonen:
Exploring the effects of below-freezing temperatures on smartphone usage. Pervasive Mob. Comput. 79: 101509 (2022) - [c18]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: 148-154 - [c17]Dennis Neumann, Ella Peltonen:
Skadi: Heterogeneous Human-sensing System for Automotive IoT. SMARTCOMP 2022: 165-167 - [i7]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 abs/2210.05708 (2022) - 2021
- [j7]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): 2279 (2021) - [c16]Lauri Lovén, Ella Peltonen, Erkki Harjula, Susanna Pirttikangas:
Weathering the Reallocation Storm: Large-Scale Analysis of Edge Server Workload. EuCNC/6G Summit 2021: 317-322 - [c15]Ella Peltonen, Vappu Schroderus, Parsa Sharmila:
Challenges on Collecting Smartphone Data in Cold Environments. UbiComp/ISWC Adjunct 2021: 532-535 - [c14]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: 124-129 - [c13]Ella Peltonen, Arun Sojan, Tero Päivärinta:
Towards Real-time Learning for Edge-Cloud Continuum with Vehicular Computing. WF-IoT 2021: 921-926 - [i6]Wiebke Toussaint, Alejandra Gómez 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 abs/2106.14975 (2021) - [i5]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 abs/2112.00616 (2021) - [i4]Aaron Yi Ding, Ella Peltonen, Sasu Tarkoma, Lars C. Wolf:
Identifying Key Enablers in Edge Intelligence (Dagstuhl Seminar 21342). Dagstuhl Reports 11(7): 76-88 (2021) - 2020
- [j6]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: 101269 (2020) - [j5]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): 3716 (2020) - [j4]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): 3784 (2020) - [c12]Parsa Sharmila, Vappu Schroderus, Eemil Lagerspetz, Ella Peltonen:
Towards understanding smartphone usage and sleep with a crowdsensing approach. UbiComp/ISWC Adjunct 2020: 700-703 - [c11]Pekka Okkonen, Jarkko Hyysalo, Ella Peltonen:
Public and Open Internet of Things for Smart Cities: The SME Perspective. ICDE Workshops 2020: 48-55 - [c10]Jacky Bourgeois, Jered Vroon, Aaron Yi Ding, Ella Peltonen:
DatEthics: Ethical Data-Centric Design of Intelligent Behaviour. MobileHCI (Extended Abstracts) 2020: 47:1-47:3 - [c9]Lauri Lovén, Tero Lähderanta, Leena Ruha, Teemu Leppänen, Ella Peltonen, Jukka Riekki, Mikko J. Sillanpää:
Scaling up an Edge Server Deployment. PerCom Workshops 2020: 1-7 - [i3]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:
White Paper on 6G Drivers and the UN SDGs. CoRR abs/2004.14695 (2020) - [i2]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 abs/2004.14850 (2020)
2010 – 2019
- 2019
- [j3]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): 13:1-13:25 (2019) - [c8]Teemu Leppänen, Claudio Savaglio, Lauri Lovén, Tommi Järvenpää, Rouhollah Ehsani, Ella Peltonen, Giancarlo Fortino, Jukka Riekki:
Edge-Based Microservices Architecture for Internet of Things: Mobility Analysis Case Study. GLOBECOM 2019: 1-7 - [c7]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: 1-6 - [c6]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: 17-21 - [c5]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: 1-9 - 2018
- [c4]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: 10:1-10:12 - 2016
- [j2]Ella Peltonen, Eemil Lagerspetz, Petteri Nurmi, Sasu Tarkoma:
Constella: Crowdsourced system setting recommendations for mobile devices. Pervasive Mob. Comput. 26: 71-90 (2016) - [j1]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): 6-9 (2016) - [c3]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: 2374-2377 - [i1]Stephan Sigg, Eemil Lagerspetz, Ella Peltonen, Petteri Nurmi, Sasu Tarkoma:
Sovereignty of the Apps: There's more to Relevance than Downloads. CoRR abs/1611.10161 (2016) - 2015
- [c2]Ella Peltonen, Eemil Lagerspetz, Petteri Nurmi, Sasu Tarkoma:
Energy modeling of system settings: A crowdsourced approach. PerCom 2015: 37-45 - [c1]Ella Peltonen:
Iterative data analysis for sensing applications. PerCom Workshops 2015: 251-252
Coauthor Index
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last updated on 2024-08-05 21:16 CEST by the dblp team
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