TY - GEN
T1 - A cognitive management framework for empowering the internet of things
AU - Foteinos, Vassilis
AU - Kelaidonis, Dimitris
AU - Poulios, George
AU - Stavroulaki, Vera
AU - Vlacheas, Panagiotis
AU - Demestichas, Panagiotis
AU - Giaffreda, Raffaele
AU - Biswas, Abdur Rahim
AU - Menoret, Stephane
AU - Nguengang, Gerard
AU - Eteläperä, Matti
AU - Septimiu-Cosmin, Nechifor
AU - Roelands, Marc
AU - Visintainer, Filippo
AU - Moessner, Klaus
PY - 2013
Y1 - 2013
N2 - This work presents a Cognitive Management framework for
empowering the Internet of Things (IoT). This framework
has the ability to dynamically adapt its behaviour,
through self-management functionality, taking into
account information and knowledge (obtained through
machine learning) on the situation (e.g., internal status
and status of environment), as well as policies
(designating objectives, constraints, rules, etc.).
Cognitive technologies constitute a unique and efficient
approach for addressing the technological heterogeneity
of the IoT and obtaining situation awareness, reliability
and efficiency. The paper also presents a first
indicative implementation of the proposed framework,
comprising real sensors and actuators. The preliminary
results of this work demonstrate high potential towards
self-reconfigurable IoT
AB - This work presents a Cognitive Management framework for
empowering the Internet of Things (IoT). This framework
has the ability to dynamically adapt its behaviour,
through self-management functionality, taking into
account information and knowledge (obtained through
machine learning) on the situation (e.g., internal status
and status of environment), as well as policies
(designating objectives, constraints, rules, etc.).
Cognitive technologies constitute a unique and efficient
approach for addressing the technological heterogeneity
of the IoT and obtaining situation awareness, reliability
and efficiency. The paper also presents a first
indicative implementation of the proposed framework,
comprising real sensors and actuators. The preliminary
results of this work demonstrate high potential towards
self-reconfigurable IoT
KW - Cognitive management
KW - composite virtual objects
KW - Internet of Things
KW - stakeholder requirements
KW - user requirements
KW - virtual objects
U2 - 10.1007/978-3-642-38082-2_16
DO - 10.1007/978-3-642-38082-2_16
M3 - Conference article in proceedings
SN - 978-364238081-5
T3 - Lecture Notes in Computer Science
SP - 187
EP - 199
BT - The Future Internet
A2 - Galis, Alex
A2 - Gavras, Anastasius
T2 - Annual Future Internet Assembly, FIA 2013
Y2 - 8 May 2013 through 10 May 2013
ER -