activity
20162025
most cited6G White Paper on Edge Intelligence

126 citations · 225 across the 7 of their papers we have counts for

collaborators

7 papers

cs.HC2025

Cognitive Performance Measurements and the Impact of Sleep Quality Using Wearable and Mobile Sensors

Aku Visuri, Heli Koskimäki, Niels van Berkel +4

Human cognitive performance is an underlying factor in most of our daily lives, and numerous factors influence cognitive performance. In this work, we investigate how changes in sl…

cs.DC2022★ 1 cited

Perspectives on Negative Research Results in Pervasive Computing

Ella Peltonen, Nitinder Mohan, Peter Zdankin +6

Not all research leads to fruitful results; trying new ways or methods may surpass the state of the art, but sometimes the hypothesis is not proven or the improvement is insignific…

cs.DC2021★ 64 cited

Roadmap for Edge AI: A Dagstuhl Perspective

Aaron Yi Ding, Ella Peltonen, Tobias Meuser +16

Based on the collective input of Dagstuhl Seminar (21342), this paper presents a comprehensive discussion on AI methods and capabilities in the context of edge computing, referred…

cs.HC2021

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

Wiebke Toussaint, Alejandra Gomez Ortega, Jered Vroon +6

Mobile applications and online service providers track our virtual and physical behaviour more actively and with a broader scope than ever before. This has given rise to growing co…

cs.DC2020★ 126 cited

6G White Paper on Edge Intelligence

Ella Peltonen, Mehdi Bennis, Michele Capobianco +16

In this white paper we provide a vision for 6G Edge Intelligence. Moving towards 5G and beyond the future 6G networks, intelligent solutions utilizing data-driven machine learning…

eess.SP2020★ 27 cited

White Paper on 6G Drivers and the UN SDGs

Marja Matinmikko-Blue, Sirpa Aalto, Muhammad Imran Asghar +29

The commercial launch of 6G communications systems and United Nations Sustainable Development Goals, UN SDGs, are both targeted for 2030. 6G communications is expected to boost glo…

cs.CY2016★ 7 cited

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

Stephan Sigg, Eemil Lagerspetz, Ella Peltonen +2

The value of mobile apps is traditionally measured by metrics such as the number of downloads, installations, or user ratings. A problem with these measures is that they reflect ac…