Zobrazeno 1 - 10
of 40
pro vyhledávání: '"Ella Peltonen"'
Publikováno v:
IEEE Access, Vol 11, Pp 121325-121339 (2023)
The rapid integration of IoT, cloud, and edge computing has resulted in highly interconnected networks, emphasizing the need for advanced Intrusion Detection Systems (IDS) to maintain security. Successful AI-based IDS relies on high-quality data for
Externí odkaz:
https://doaj.org/article/fffebfcfe5da47f4bc367a552dbc9184
Publikováno v:
EURASIP Journal on Wireless Communications and Networking, Vol 2022, Iss 1, Pp 1-21 (2022)
Abstract Efficient resource usage in edge computing requires clever allocation of the workload of application components. In this paper, we show that under certain circumstances, the number of superfluous workload reallocations from one edge server t
Externí odkaz:
https://doaj.org/article/cb8f82f7ab30421786bf879507139118
Autor:
Ella Peltonen, Ijaz Ahmad, Atakan Aral, Michele Capobianco, Aaron Yi Ding, Felipe Gil-Castineira, Ekaterina Gilman, Erkki Harjula, Marko Jurmu, Teemu Karvonen, Markus Kelanti, Teemu Leppanen, Lauri Loven, Tommi Mikkonen, Nitinder Mohan, Petteri Nurmi, Susanna Pirttikangas, Pawel Sroka, Sasu Tarkoma, Tingting Yang
Publikováno v:
IEEE Access, Vol 10, Pp 104769-104782 (2022)
Edge Intelligence (EI) is an emerging computing and communication paradigm that enables Artificial Intelligence (AI) functionality at the network edge. In this article, we highlight EI as an emerging and important field of research, discuss the state
Externí odkaz:
https://doaj.org/article/727b0d7a5f9f4069b7368d51a0e57559
Autor:
Ella Peltonen
Publikováno v:
Frontiers in Computer Science, Vol 4 (2022)
The International Conference on Pervasive Computing and Communications (IEEE PerCom) is a CORE 2021 A* conference (top 7% of ranked venues) that aims to present scientific advances in a broad spectrum of technologies and topics in ubiquitous/pervasiv
Externí odkaz:
https://doaj.org/article/a31fcea2f8684bc6af161df780c019be
Autor:
Kennedy Opoku Asare, Yannik Terhorst, Julio Vega, Ella Peltonen, Eemil Lagerspetz, Denzil Ferreira
Publikováno v:
JMIR mHealth and uHealth, Vol 9, Iss 7, p e26540 (2021)
BackgroundDepression is a prevalent mental health challenge. Current depression assessment methods using self-reported and clinician-administered questionnaires have limitations. Instrumenting smartphones to passively and continuously collect moment-
Externí odkaz:
https://doaj.org/article/3ae4aebaecf34732999929d390e430f9
Autor:
Lauri Lovén, Virve Karsisto, Heikki Järvinen, Mikko J Sillanpää, Teemu Leppänen, Ella Peltonen, Susanna Pirttikangas, Jukka Riekki
Publikováno v:
PLoS ONE, Vol 14, Iss 2, p e0211702 (2019)
Mobile, vehicle-installed road weather sensors are becoming ubiquitous. While mobile sensors are often capable of making observations on a high frequency, their reliability and accuracy may vary. Large-scale road weather observation and forecasting a
Externí odkaz:
https://doaj.org/article/2160e23e3ff8458dba967f08bea95f2a
Autor:
Lauri Lovén, Tero Lähderanta, Leena Ruha, Ella Peltonen, Ilkka Launonen, Mikko J. Sillanpää, Jukka Riekki, Susanna Pirttikangas
Publikováno v:
Sensors, Vol 21, Iss 7, p 2279 (2021)
Spatio-temporal interpolation provides estimates of observations in unobserved locations and time slots. In smart cities, interpolation helps to provide a fine-grained contextual and situational understanding of the urban environment, in terms of bot
Externí odkaz:
https://doaj.org/article/a8d8c490a7b34f89be28c0b5e1090aba
Autor:
Ekaterina Gilman, Satu Tamminen, Rumana Yasmin, Eemeli Ristimella, Ella Peltonen, Markus Harju, Lauri Lovén, Jukka Riekki, Susanna Pirttikangas
Publikováno v:
Sensors, Vol 20, Iss 13, p 3716 (2020)
Advances in technology and data analysis provide rich opportunities for developing intelligent environments assisting their inhabitants, so-called smart environments or smart spaces. Enhanced with technology, sensors, user interfaces, and various app
Externí odkaz:
https://doaj.org/article/c9d6b649f8f04a8fa9fdeab9d86b2036
Autor:
Morteza Homayounfar, Amirhossein Malekijoo, Aku Visuri, Chelsea Dobbins, Ella Peltonen, Eugene Pinsky, Kia Teymourian, Reza Rawassizadeh
Publikováno v:
Sensors, Vol 20, Iss 13, p 3784 (2020)
Smartwatch battery limitations are one of the biggest hurdles to their acceptability in the consumer market. To our knowledge, despite promising studies analyzing smartwatch battery data, there has been little research that has analyzed the battery u
Externí odkaz:
https://doaj.org/article/96f59fcfd0c64f5e90abec8add323d5b
Autor:
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 Wolf
Publikováno v:
Computer Communications Review, 52(1)
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 as Edge AI. In a nutshell, we envision Edge AI to provide adaptation f
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::8e7672324e992e7cec1d19e4c0b6174b
https://doi.org/10.1145/3523230.3523235
https://doi.org/10.1145/3523230.3523235