@inproceedings{2736bd998cab4e85bc48058c290c483e,
title = "Designing for self-configuration and self-adaptation in the Internet of Things",
abstract = "The Internet of Things (IoT) paradigm comprises a heterogenous mix of connected devices connected to the Internet. This promises a a wealth of opportunity for a large collection of distributed applications and services. However, the IoT introduces significant changes to the Internet model, largely in the form of billions to trillions of embedded devices that most likely will not be able to be managed centrally by cloud services due to lack of scalability. We suggest that the natural direction for IoT devices is to manage themselves, both in terms of their software/hardware configuration and their resource utilization. In this work, we descibe the underlying framework for self-managing devices, comprising measurement-based learning and adaptation to changing system context and application demands. In addition, we describe several upcoming research challenges in order to realize this self-management vision.",
keywords = "Agent-based systems, Internet of Things, Self-adaptation, Self-management",
author = "Athreya, {Arjun P.} and Bruce DeBruhl and Patrick Tague",
year = "2013",
doi = "10.4108/icst.collaboratecom.2013.254091",
language = "English (US)",
isbn = "9781936968923",
series = "Proceedings of the 9th IEEE International Conference on Collaborative Computing: Networking, Applications and Worksharing, COLLABORATECOM 2013",
pages = "585--592",
booktitle = "Proceedings of the 9th IEEE International Conference on Collaborative Computing",
note = "9th IEEE International Conference on Collaborative Computing: Networking, Applications and Worksharing, COLLABORATECOM 2013 ; Conference date: 20-10-2013 Through 23-10-2013",
}