Enabling smart environments through scalable policy reasoning and Internet of Things
Abstract
In this paper, we discuss how to combine ontology‐based policy reasoning mechanisms with in‐use Internet of Things applications to customize and automate device behaviors. We discuss how the policy framework can be extended with data federation to handle diverse and distributed data sources. We demonstrate that smart devices and sensors can be orchestrated through policies in diverse settings, from smart home environments to hazardous workplaces, such as coal mines. Lastly, we evaluate our approach using real applications with real data and demonstrate that it is scalable under high load of data and devices.
Document Details
- Document Type
- Pub Defense Publication
- Publication Date
- Dec 04, 2018
- Source ID
- 10.1002/widm.1290
Entities
People
- Emre Göynügür
- Geeth De Mel
- Murat Şensoy
Organizations
- International Business Machines Corporation (Armonk, NY)
- TÜBİTAK
- United States Army Research Laboratory
- Özyeğin University