Ella Peltonen
Title
Cited by
Cited by
Year
Energy Modeling of System Settings: A Crowdsourced Approach
E Peltonen, E Lagerspetz, P Nurmi, S Tarkoma
Pervasive Computing and Communications (PerCom), 2015 IEEE International …, 2015
312015
EdgeAI: A Vision for Distributed, Edge-native Artificial Intelligence in Future 6G Networks
L Lauri LovéLovén, E Peltonen, T Leppänen, J Partala, E Harjula, ...
6G Wireless Summit, 2019
202019
The hidden image of mobile apps: geographic, demographic, and cultural factors in mobile usage
E Peltonen, E Lagerspetz, J Hamberg, A Mehrotra, M Musolesi, P Nurmi, ...
Proceedings of the 20th International Conference on Human-Computer …, 2018
202018
Constella: Crowdsourced system setting recommendations for mobile devices
E Peltonen, E Lagerspetz, P Nurmi, S Tarkoma
Pervasive and Mobile Computing 26, 71-90, 2016
192016
Where has my battery gone?: A novel crowdsourced solution for characterizing energy consumption
E Peltonen, E Lagerspetz, P Nurmi, S Tarkoma
IEEE Pervasive Computing 15 (1), 6-9, 2016
142016
Exploiting usage to predict instantaneous app popularity: Trend filters and retention rates
S Sigg, E Lagerspetz, E Peltonen, P Nurmi, S Tarkoma
ACM Transactions on the Web (TWEB) 13 (2), 1-25, 2019
92019
Hot or not? robust and accurate continuous thermal imaging on flir cameras
T Malmivirta, J Hamberg, E Lagerspetz, X Li, E Peltonen, H Flores, ...
2019 IEEE International Conference on Pervasive Computing and Communications …, 2019
92019
Mobile road weather sensor calibration by sensor fusion and linear mixed models
L Lovén, V Karsisto, H Järvinen, MJ Sillanpää, T Leppänen, E Peltonen, ...
PloS one 14 (2), e0211702, 2019
82019
6G White Paper on Edge Intelligence
E Peltonen, M Bennis, M Capobianco, M Debbah, A Ding, F Gil-Castiñeira, ...
arXiv preprint arXiv:2004.14850, 2020
62020
Sovereignty of the Apps: There's more to Relevance than Downloads
S Sigg, E Lagerspetz, E Peltonen, P Nurmi, S Tarkoma
arXiv preprint arXiv:1611.10161, 2016
62016
Too Big to Mail: On the Way to Publish Large-scale Mobile Analytics Data
E Peltonen, E Lagerspetz, P Nurmi, S Tarkoma
Open Science in Big Data Workshop, IEEE Big Data 2016, 2016
32016
Scaling up an Edge Server Deployment
L Lovén, T Lähderanta, L Ruha, T Leppänen, E Peltonen, J Riekki, ...
2020 IEEE International Conference on Pervasive Computing and Communications …, 2020
22020
Towards EDISON: An edge-native approach to distributed interpolation of environmental data
L Lovén, E Peltonen, A Pandya, T Leppanen, E Gilman, S Pirttikangas, ...
2019 28th International Conference on Computer Communication and Networks …, 2019
22019
EdgeAI: Edge-native Distributed Platform for Artificial Intelligence
E Peltonen, T Leppänen, L Lovén
6G Wireless Summit, 2019
22019
Internet of things for smart spaces: A university campus case study
E Gilman, S Tamminen, R Yasmin, E Ristimella, E Peltonen, M Harju, ...
Sensors 20 (13), 3716, 2020
12020
Edge-based Microservices Architecture for Internet of Things: Mobility Analysis Case Study
T Leppanen, C Savaglio, L Lovén, T Jarvenpaa, R Ehsani, E Peltonen, ...
2019 IEEE Global Communications Conference (GLOBECOM), 1-7, 2019
12019
An approach to Machine Learning with Big Data
E Peltonen
Helsingfors universitet, 2013
12013
When phones get personal: Predicting Big Five personality traits from application usage
E Peltonen, P Sharmila, KO Asare, A Visuri, E Lagerspetz, D Ferreira
Pervasive and Mobile Computing, 101269, 2020
2020
Towards understanding smartphone usage and sleep with a crowdsensing approach
P Sharmila, V Schroderus, E Lagerspetz, E Peltonen
Adjunct Proceedings of the 2020 ACM International Joint Conference on …, 2020
2020
Public and Open Internet of Things for Smart Cities: The SME Perspective
P Okkonen, J Hyysalo, E Peltonen
2020 IEEE 36th International Conference on Data Engineering Workshops (ICDEW …, 2020
2020
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Articles 1–20