Roadmap for Edge AI: A Dagstuhl Perspective

Autor: Ding, Aaron Yi, Peltonen, Ella, Meuser, Tobias, Aral, Atakan, Becker, Christian, Dustdar, Schahram, Hiessl, Thomas, Kranzlmuller, Dieter, Liyanage, Madhusanka, Magshudi, Setareh, Mohan, Nitinder, Ott, Joerg, Rellermeyer, Jan S., Schulte, Stefan, Schulzrinne, Henning, Solmaz, Gurkan, Tarkoma, Sasu, Varghese, Blesson, Wolf, Lars

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: http://arxiv.org/abs/2112.00616

Internet of Things Applications: Animal Monitoring with Unmanned Aerial Vehicle

Autor: Xu, Jun, Solmaz, Gurkan, Rahmatizadeh, Rouhollah, Turgut, Damla, Boloni, Ladislau

In animal monitoring applications, both animal detection and their movement prediction are major tasks. While a variety of animal monitoring strategies exist, most of them rely on mounting devices. However, in real world, it is difficult to find thes

Externí odkaz: http://arxiv.org/abs/1610.05287

Revisiting Edge AI: Opportunities and Challenges

Autor: Meuser, Tobias, Loven, Lauri, Bhuyan, Monowar, Patil, Shishir G., Dustdar, Schahram, Aral, Atakan, Bayhan, Suzan, Becker, Christian, Lara, Eyal De, Ding, Aaron Yi, Edinger, Janick, Gross, James, Mohan, Nitinder, Pimentel, Andy D., Riviere, Etienne, Schulzrinne, Henning, Simoens, Pieter, Solmaz, Gurkan, Welzl, Michael

Publikováno v: Meuser, Tobias Loven, Lauri Bhuyan, Monowar Patil, Shishir G. Dustdar, Schahram Aral, Atakan Bayhan, Suzan Becker, Christian Lara, Eyal De Ding, Aaron Yi Edinger, Janick Gross, James Mohan, Nitinder Pimentel, Andy D. Riviere, Etienne Schulzrinne, Henning Simoens, Pieter Solmaz, Gurkan Welzl, Michael . Revisiting Edge AI: Opportunities and Challenges. IEEE Internet Computing. 2024
IEEE Internet Computing

Externí odkaz: http://hdl.handle.net/10852/113710

Modeling Crowd Mobility and Communication in Wireless Networks

Autor: Solmaz, Gurkan

Publikováno v: Electronic Theses and Dissertations.

This dissertation presents contributions to the fields of mobility modeling, wireless sensor networks (WSNs) with mobile sinks, and opportunistic communication in theme parks. The two main directions of our contributions are human mobility models and

Externí odkaz: https://stars.library.ucf.edu/etd/1405
https://stars.library.ucf.edu/cgi/viewcontent.cgi?article=2404&context=etd

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