New Internet of Things (IoT) applications that leverage ubiquitous connectivity, big data and analytics are enabling Smart City initiatives all over the world. These new applications introduce tremen- dous new capabilities such as the ability to monitor, manage and control devices remotely, and to create new insights and actionable information from massive streams of real-time data. Supporting this new approach requires the adoption of new paradigms. In this paper, agent technol- ogy is combined with the emergent concept of Edge/Fog computing in order to design control systems based on the decentralization of control functions over distributed autonomous and cooperative entities that are running at the edge of the network. We describe the iSapiens platform that is designed to bring computation as close as possible to the physi- cal part of the system. Multi-agent systems running on top of iSapiens create smart services using adaptive and decentralized algorithms which exploit the principles of cognitive IoT.
A Scalable Agent-Based Smart Environment for Edge-Based Urban IoT Systems
Cicirelli F;Fortino G;Guerrieri A;Spezzano G;Vinci A
2018
Abstract
New Internet of Things (IoT) applications that leverage ubiquitous connectivity, big data and analytics are enabling Smart City initiatives all over the world. These new applications introduce tremen- dous new capabilities such as the ability to monitor, manage and control devices remotely, and to create new insights and actionable information from massive streams of real-time data. Supporting this new approach requires the adoption of new paradigms. In this paper, agent technol- ogy is combined with the emergent concept of Edge/Fog computing in order to design control systems based on the decentralization of control functions over distributed autonomous and cooperative entities that are running at the edge of the network. We describe the iSapiens platform that is designed to bring computation as close as possible to the physi- cal part of the system. Multi-agent systems running on top of iSapiens create smart services using adaptive and decentralized algorithms which exploit the principles of cognitive IoT.I documenti in IRIS sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione.