The Internet of Lights: An Open Reference Architecture and Implementation for Intelligent Solid State Lighting Systems

Autor: Emi Mathews, Salih Serdar Guclu, Qingzhi Liu, Tanir Ozcelebi, Johan J. Lukkien

Publikováno v: Energies, Vol 10, Iss 8, p 1187 (2017)

The Internet of Things (IoT) is opening up new services and is stimulating changes in industries. The lighting industry is also embracing this change by establishing an Internet of Lights (IoL). This article highlights the main benefits and the chall

Externí odkaz: https://doaj.org/article/a18db1c37c9040399f9b9dcf5971ec4e

Federated Self-Supervised Learning of Multi-Sensor Representations for Embedded Intelligence

Autor: Flora D. Salim, Tanir Ozcelebi, Johan J. Lukkien, Aaqib Saeed

Publikováno v: IEEE Internet of Things Journal, 8(2):9141293, 1030-1040. Institute of Electrical and Electronics Engineers

Smartphones, wearables, and Internet of Things (IoT) devices produce a wealth of data that cannot be accumulated in a centralized repository for learning supervised models due to privacy, bandwidth limitations, and the prohibitive cost of annotations

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::332355452e6df6eb60fe5baaf2fee703
http://arxiv.org/abs/2007.13018

Smart Space Concepts, Properties and Architectures

Autor: Keon Myung Lee, Tanir Ozcelebi, Johan J. Lukkien, Sachin Bhardwaj

Publikováno v: IEEE Access, Vol 6, Pp 70088-70112 (2018)
IEEE Access, 6:8531616, 70088-70112. Institute of Electrical and Electronics Engineers

Smart spaces have been actively emerging recently, and researchers are working on developing and testing smart spaces in the real world. They facilitate smart applications that are adaptive to user preferences and contexts. In doing so they must sati

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::cc0a592a4e683899b0feb8009a742b9c
https://ieeexplore.ieee.org/document/8531616/

Deep reinforcement learning for IoT network dynamic clustering in edge computing

Autor: Qingzhi Liu, Johan J. Lukkien, Tanir Ozcelebi, John Murphy, Long Cheng

Publikováno v: CCGRID
Proceedings-19th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing, CCGrid 2019, 600-603
STARTPAGE=600;ENDPAGE=603;TITLE=Proceedings-19th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing, CCGrid 2019
2019 19th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing (CCGRID)

Processing big data generated in large Internet of Things (IoT) networks is challenging current techniques. To date, a lot of network clustering approaches have been proposed to improve the performance of data collection in IoT. However, most of them

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::82f6d53760f61e047b8d3e4d85b66bf2
http://www.scopus.com/inward/record.url?scp=85069541754&partnerID=8YFLogxK

Designing IoT Systems: Patterns and Managerial Conflicts

Autor: Johan J. Lukkien, Leila Fatmasari Rahman, Tanir Ozcelebi

Publikováno v: PerCom Workshops
2019 IEEE International Conference on Pervasive Computing and Communications Workshops, PerCom Workshops 2019, 542-548
STARTPAGE=542;ENDPAGE=548;TITLE=2019 IEEE International Conference on Pervasive Computing and Communications Workshops, PerCom Workshops 2019

The first step in a system design process is to perform domain analysis. This entails acquiring stakeholder concerns throughout the life cycle of the system. The second step is to design solutions addressing those stakeholder concerns. This entails a

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::b2c1871b0ce362923202c14bfc81257a
https://doi.org/10.1109/percomw.2019.8730573