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Context Aware Sensor Configuration Model for Internet of Things [article]

Charith Perera, Arkady Zaslavsky, Michael Compton, Peter Christen, Dimitrios Georgakopoulos
2013 arXiv   pre-print
We propose a Context Aware Sensor Configuration Model (CASCoM) to address the challenge of automated context-aware configuration of filtering, fusion, and reasoning mechanisms in IoT middleware according  ...  In future, we plan to extend our configuration model into sensor-level.  ...  To achieve this, we will develop a model that can be used to configure sensors autonomously without human intervention in highly dynamic smart environments in the IoT paradigm.  ... 
arXiv:1309.1811v1 fatcat:cfrcgulkozepfksqtrderh7fqy

City Data Fusion: Sensor Data Fusion in the Internet of Things [article]

Meisong Wang, Charith Perera, Prem Prakash Jayaraman, Miranda Zhang, Peter Strazdins, Rajiv Ranjan
2015 arXiv   pre-print
Internet of Things (IoT) has gained substantial attention recently and play a significant role in smart city application deployments.  ...  We then evaluate the current state-of-the art in sensor data fusion against our sensor data fusion framework.  ...  The present 'Internet of PCs' will move towards an 'Internet of Things' in which 50 to 100 billion devices will be connected to the Internet by 2020 [68] " .  ... 
arXiv:1506.09118v1 fatcat:bsgxbvxh3jbpphygitx5s6irsi

A Unified Knowledge Representation and Context-aware Recommender System in Internet of Things [article]

Yinhao Li, Awa Alqahtani, Ellis Solaiman, Charith Perera, Prem Prakash Jayaraman, Boualem Benatallah, Rajiv Ranjan
2018 arXiv   pre-print
But heterogeneities among different configuration knowledge representation models pose limitations for acquisition, discovery and curation of configuration knowledge for coordinated IoT applications.  ...  Within the rapidly developing Internet of Things (IoT), numerous and diverse physical devices, Edge devices, Cloud infrastructure, and their quality of service requirements (QoS), need to be represented  ...  Introduction The Internet of things (IoT) refers to the general idea of things that are readable, recognizable, locatable, addressable and controllable via the Internet [1, 2, 3] .  ... 
arXiv:1805.04007v2 fatcat:czapug6bnzhadnfwbrszqtmyri

Adaptability of SOA in IoT Services – An Empirical Survey

Saravana Balaji, Amin Salih, Chiai Al-Atroshi
2018 International Journal of Computer Applications  
Need for automation of industrial and domestic operations lead to the evolution of the Internet of Things.  ...  Internet of Things based services rely on sensors deployed over the monitoring area and provides information about the current status.  ...  [9] is COLLECT: COLLaborativE ConText-aware Service Oriented Architecture for Intelligent Decision-Making in the Internet of Things.  ... 
doi:10.5120/ijca2018918249 fatcat:cddkl3ekjrdjlczru4bwkh45oy

Context-aware Dynamic Discovery and Configuration of 'Things' in Smart Environments [article]

Charith Perera, Prem Jayaraman, Arkady Zaslavsky, Peter Christen, and Dimitrios Georgakopoulos
2013 arXiv   pre-print
Achieving such integration through discovery and configuration of 'things' is a challenging task. Towards this end, we propose a Context-Aware Dynamic Discovery of Things (CADDOT) model.  ...  The Internet of Things (IoT) is a dynamic global information network consisting of Internet-connected objects, such as RFIDs, sensors, actuators, as well as other instruments and smart appliances that  ...  Fig. 5 : 5 Context-aware Dynamic Discovery of Things (CADDOT) model for configuration of things in the IoT paradigm consists of eight phases.  ... 
arXiv:1311.2134v1 fatcat:elriailravdsvazaqrmylycwai

Cacophony: Building a resilient Internet of things

John Brock, Donald J. Patterson
2015 First Monday  
The proliferation of sensors in the world has created increased opportunities for context-aware applications.  ...  Abstract: The proliferation of sensors in the world has created increased opportunities for context-aware applications.  ...  While the spread of sensors has created increased opportunities for context-aware applications and is tightly coupled with the Internet of Things (Atzori, Iera, Morabito,2010) , there is little accommodation  ... 
doi:10.5210/fm.v20i8.6130 fatcat:wv5pij4ufnhv7cevkshlzufjd4

Aspect Oriented Middleware for Internet of Things: A State-of-the Art Survey of Service Discovery Approaches

Senthil Balakrishnan, Arun Sangaiah
2015 International Journal of Intelligent Engineering and Systems  
Internet of Things refers to a paradigm consisting of a variety of uniquely identifiable day to day things communicating with one another to form a large scale dynamic network.  ...  The survey presented the findings in tabular representation and outlined the proposed aspect oriented middleware framework for IoT highlighting context awareness and solving certain pitfalls in the existing  ...  Distributed 2012 Service discovery for internet of things: a context-awareness perspective [33] Environment aware services for enabling smart services to things.  ... 
doi:10.22266/ijies2015.1231.03 fatcat:7u7urjrjzrejjhuikvdq5f7m5q

Semantic-driven Configuration of Internet of Things Middleware [article]

Charith Perera, Arkady Zaslavsky, Michael Compton, Peter Christen, Dimitrios Georgakopoulos
2013 arXiv   pre-print
We propose a Context Aware Sensor Configuration Model (CASCoM) to address the challenge of automated context-aware configuration of filtering, fusion, and reasoning mechanisms in IoT middleware according  ...  We are currently observing emerging solutions to enable the Internet of Things (IoT). Efficient and feature rich IoT middeware platforms are key enablers for IoT.  ...  Context-Aware Sensor Configuration Model (CASCoM) simplifies the IoT middleware configuration process significantly.  ... 
arXiv:1309.1515v1 fatcat:g3ixhlmxzbeuvm3cbqjamc4mvm

The case for energy-aware simulation and modelling of internet of things (IoT)

Matthew Forshaw, Nigel Thomas, A. Stephen McGough
2016 Proceedings of the 2nd International Workshop on Energy-Aware Simulation - ENERGY-SIM '16  
Existing approaches to energy management of large scale distributed systems are ill-equipped to handle the challenges introduced by the dynamic and self-adaptive nature of the Internet of Things.  ...  In this position paper we motivate the need for energy-aware modelling and simulation approaches for IoT infrastructures, to facilitate what-if analyses, and support design decisions and runtime optimisation  ...  Internet of Things (IoT) infrastructures.  ... 
doi:10.1145/2939948.2949688 fatcat:nyc7zlyo6ba3zl3od2ps5urd5q

An IoT Analytics Embodied Agent Model based on Context-Aware Machine Learning [article]

Nathalia Nascimento, Paulo Alencar, Carlos Lucena, Donald Cowan
2018 arXiv   pre-print
their self-configuration based on an context-aware and machine learning-based approach.  ...  Agent-based Internet of Things (IoT) applications have recently emerged as applications that can involve sensors, wireless devices, machines and software that can exchange data and be accessed remotely  ...  In this paper, we propose a self-configurable IoT agent approach in which a machine learning procedure assists a software developer in developing embodied agents for the Internet of Things.  ... 
arXiv:1812.06791v1 fatcat:3vyvypkmdfhwzohcaxuxc2kc3u

Contextware: Bridging Physical and Virtual Worlds [chapter]

Alois Ferscha
2002 Lecture Notes in Computer Science  
Fertilized by a vast quantitative growth of the Internet over the past years and a growing availability of wireless communication technologies in the wide, local and personal area, a ubiquitous use of  ...  In this paper we explore the software engineering issues, challenges and enabling technologies associated with the provision of context aware services able to: (i) describe, gather, transform, interpret  ...  A Context-aware Application Scenario To illustrate the co-influence of hardware and software engineering issues by an example, we have developed a person/thing/place scenario and have implemented a "context-aware  ... 
doi:10.1007/3-540-48046-3_4 fatcat:h2lz6tatfranpidq57eqmrmfre

Internet of Thing Context Awareness Model

Derrick Ntalasha, Renfa Li, Yongheng Wang
2016 EAI Endorsed Transactions on Context-aware Systems and Applications  
This paper aims to address key concept of context awareness in the Internet of Things (IoT) domain by providing a model that proactively monitors behaviour of devices and services.  ...  The model is exemplified using the context management application based on agents. Experimental results indicate that context awareness in the Internet of Things can be enhanced by the proposed model.  ...  This model provides a basis on how the Internet of Things context can be modelled and later reasoned to achieve some goals of computational awareness.  ... 
doi:10.4108/eai.12-2-2016.151084 fatcat:wzays2zn3ffeblmyuqfwtdoere

Context Aware Computing for The Internet of Things: A Survey

Charith Perera, Arkady Zaslavsky, Peter Christen, Dimitrios Georgakopoulos
2014 IEEE Communications Surveys and Tutorials  
As we are moving towards the Internet of Things (IoT), the number of sensors deployed around the world is growing at a rapid pace.  ...  Collection, modelling, reasoning, and distribution of context in relation to sensor data plays critical role in this challenge.  ...  Index Terms-Internet of things, context awareness, sensor networks, sensor data, context life cycle, context reasoning, context modelling, ubiquitous, pervasive, mobile, middleware. I.  ... 
doi:10.1109/surv.2013.042313.00197 fatcat:4ybza3q63nhk5oqan6tscdwtbe

Sensor discovery and configuration framework for the Internet of Things paradigm

Charith Perera, Prem Prakash Jayaraman, Arkady Zaslavsky, Dimitrios Georgakopoulos, Peter Christen
2014 2014 IEEE World Forum on Internet of Things (WF-IoT)  
Internet of Things (IoT) will comprise billions of devices that can sense, communicate, compute and potentially actuate.  ...  The data generated by the Internet of Things are valuable and have the potential to drive innovative and novel applications.  ...  This section presents the detailed explanation of our proposed solution: Context-aware Dynamic Discovery of Things (CADDOT).  ... 
doi:10.1109/wf-iot.2014.6803127 dblp:conf/wf-iot/PereraJZGC14 fatcat:oplhwxxv5nemngytw5xzvov4uy

Process-Aware Internet of Things: A Conceptual Extension of the Internet of Things Framework and Architecture

2016 KSII Transactions on Internet and Information Systems  
Internet of Things.  ...  The extended conceptual framework is embodied as a referential architecture that can be a standardized reference model supporting the conceptual integration of the Internet of Things and the process awareness  ...  The authors would transfer our thanks to the colleagues and the institutions for sponsoring this collaborative research. Particularly, appreciation is extended to Dr. Minjae Park, Dr.  ... 
doi:10.3837/tiis.2016.08.032 fatcat:tvsioq3e7fe53coch6b3msjsza
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