2018
Cicirelli, F.; Guerrieri, A.; Mercuri, A.; Spezzano, G.; Vinci, A.
Cognitive smart environment: An approach based on concept hierarchies and sensor data fusion Journal Article
In: International Journal of Simulation and Process Modelling, vol. 13, iss. 5, 2018, ISSN: 17402131.
Abstract | Links | BibTeX | Tag: Cognitive Internet of Things, Context awareness, multi-agent systems, res-novae, Sensor data fusion, smart city, smart environments, Smart museum, Statecharts
@article{Cicirelli2018c,
title = {Cognitive smart environment: An approach based on concept hierarchies and sensor data fusion},
author = {F. Cicirelli and A. Guerrieri and A. Mercuri and G. Spezzano and A. Vinci},
doi = {10.1504/IJSPM.2018.094741},
issn = {17402131},
year = {2018},
date = {2018-01-01},
urldate = {2018-01-01},
journal = {International Journal of Simulation and Process Modelling},
volume = {13},
issue = {5},
abstract = {Sensor data fusion gathers technological solutions for collecting, classifying and combining data from multiple sensors in a smart environment for augmenting knowledge about the system and realising cognitive behaviours. The goal is to make effective the management of acquired data and to promote the realisation of cognitive systems which can sense the environment, reason, and properly (re)act for reaching some purposes. Anyway, the development of such systems asks for suitable approaches able to deal with issues like heterogeneity, sensor/actuator management, system reactivity, behavioural modelling, and context awareness. This paper proposes a multi-tier approach, based on concept hierarchies and sensor data fusion, dealing with the above aspects. The approach favours separation of concerns and abstractions. It relies on the use of the agent metaphor and statecharts. The iSapiens platform is suggested for implementation purposes. As a significant case study, the development of a smart museum located in Cosenza (Italy) is proposed.},
keywords = {Cognitive Internet of Things, Context awareness, multi-agent systems, res-novae, Sensor data fusion, smart city, smart environments, Smart museum, Statecharts},
pubstate = {published},
tppubtype = {article}
}
Sensor data fusion gathers technological solutions for collecting, classifying and combining data from multiple sensors in a smart environment for augmenting knowledge about the system and realising cognitive behaviours. The goal is to make effective the management of acquired data and to promote the realisation of cognitive systems which can sense the environment, reason, and properly (re)act for reaching some purposes. Anyway, the development of such systems asks for suitable approaches able to deal with issues like heterogeneity, sensor/actuator management, system reactivity, behavioural modelling, and context awareness. This paper proposes a multi-tier approach, based on concept hierarchies and sensor data fusion, dealing with the above aspects. The approach favours separation of concerns and abstractions. It relies on the use of the agent metaphor and statecharts. The iSapiens platform is suggested for implementation purposes. As a significant case study, the development of a smart museum located in Cosenza (Italy) is proposed.
2017
Cicirelli, Franco; Guerrieri, Antonio; Spezzano, Giandomenico; Vinci, Andrea
An edge-based platform for dynamic smart city applications Journal Article
In: Future Generation Computer Systems, pp. -, 2017, ISSN: 0167-739X.
Abstract | Links | BibTeX | Tag: cyber physical systems, Edge computing, internet of things, multi-agent systems, res-novae, smart city, Urban computing
@article{Cicirelli2017,
title = {An edge-based platform for dynamic smart city applications},
author = {Franco Cicirelli and Antonio Guerrieri and Giandomenico Spezzano and Andrea Vinci},
url = {http://www.sciencedirect.com/science/article/pii/S0167739X16308342},
doi = {10.1016/j.future.2017.05.034},
issn = {0167-739X},
year = {2017},
date = {2017-06-15},
urldate = {2017-06-15},
journal = {Future Generation Computer Systems},
pages = {-},
abstract = {Abstract A Smart City is a cyber-physical system improving urban behavior and capabilities by providing ICT-based functionalities. An infrastructure for Smart City has to be geographically and functionally extensible, as it requires both to grow up with the physical environment and to meet the increasing in needs and demands of city users/inhabitants. In this paper, we propose iSapiens, an IoT-based platform for the development of general cyber-physical systems suitable for the design and implementation of smart city services and applications. As distinguishing features, the iSapiens platform implements the edge computing paradigm through both the exploitation of the agent metaphor and a distributed network of computing nodes directly scattered in the urban environment. The platform promotes the dynamic deployment of new computing nodes as well as software agents for addressing geographical and functional extensibility. iSapiens provides a set of abstractions suitable to hide the heterogeneity of the physical sensing/actuator devices embedded in the system, and to support the development of complex applications. The paper also furnishes a set of methodological guidelines exploitable for the design and implementation of smart city applications by properly using iSapiens. As a significant case study, the design and implementation of a real Smart Street in the city of Cosenza (Italy) are shown, which provides decentralized urban intelligence services to citizens.},
keywords = {cyber physical systems, Edge computing, internet of things, multi-agent systems, res-novae, smart city, Urban computing},
pubstate = {published},
tppubtype = {article}
}
Abstract A Smart City is a cyber-physical system improving urban behavior and capabilities by providing ICT-based functionalities. An infrastructure for Smart City has to be geographically and functionally extensible, as it requires both to grow up with the physical environment and to meet the increasing in needs and demands of city users/inhabitants. In this paper, we propose iSapiens, an IoT-based platform for the development of general cyber-physical systems suitable for the design and implementation of smart city services and applications. As distinguishing features, the iSapiens platform implements the edge computing paradigm through both the exploitation of the agent metaphor and a distributed network of computing nodes directly scattered in the urban environment. The platform promotes the dynamic deployment of new computing nodes as well as software agents for addressing geographical and functional extensibility. iSapiens provides a set of abstractions suitable to hide the heterogeneity of the physical sensing/actuator devices embedded in the system, and to support the development of complex applications. The paper also furnishes a set of methodological guidelines exploitable for the design and implementation of smart city applications by properly using iSapiens. As a significant case study, the design and implementation of a real Smart Street in the city of Cosenza (Italy) are shown, which provides decentralized urban intelligence services to citizens.
Garofalo, Giuseppina; Giordano, Andrea; Piro, Patrizia; Spezzano, Giandomenico; Vinci, Andrea
A distributed real-time approach for mitigating CSO and flooding in urban drainage systems Journal Article
In: Journal of network and computer applications, vol. 78, pp. 30–42, 2017, ISSN: 1084-8045.
Abstract | Links | BibTeX | Tag: combined sewer overflow, cyber physical systems, flooding, multi-agent systems, real-time control, res-novae, urban drainage system
@article{garJnca2016,
title = {A distributed real-time approach for mitigating CSO and flooding in urban drainage systems},
author = {Giuseppina Garofalo and Andrea Giordano and Patrizia Piro and Giandomenico Spezzano and Andrea Vinci},
url = {http://www.sciencedirect.com/science/article/pii/S1084804516302752},
doi = {10.1016/j.jnca.2016.11.004},
issn = {1084-8045},
year = {2017},
date = {2017-01-15},
urldate = {2017-01-15},
journal = {Journal of network and computer applications},
volume = {78},
pages = {30–42},
publisher = {Academic Press},
address = {New York},
abstract = {In an urban environment, sewer flooding and combined sewer overflows (CSOs) are a potential risk to human life, economic assets and the environment. To mitigate such phenomena, real time control systems represent a valid and cost-effective solution. This paper proposes an urban drainage network equipped by sensors and a series of electronically movable gates controlled by a decentralized real-time system based on a gossip-based algorithm which exhibits good performance and fault tolerance properties. The proposal aims to exploit effectively the storage capacity of the urban drainage network so as to reduce flooding and CSO. The approach is validated by considering the urban drainage system of the city of Cosenza (Italy) and a set of extreme rainfall events as a testbed. Experiments are conducted by using a customized version of the SWMM simulation software and show that the CSO and local flooding volumes are significantly reduced.},
keywords = {combined sewer overflow, cyber physical systems, flooding, multi-agent systems, real-time control, res-novae, urban drainage system},
pubstate = {published},
tppubtype = {article}
}
In an urban environment, sewer flooding and combined sewer overflows (CSOs) are a potential risk to human life, economic assets and the environment. To mitigate such phenomena, real time control systems represent a valid and cost-effective solution. This paper proposes an urban drainage network equipped by sensors and a series of electronically movable gates controlled by a decentralized real-time system based on a gossip-based algorithm which exhibits good performance and fault tolerance properties. The proposal aims to exploit effectively the storage capacity of the urban drainage network so as to reduce flooding and CSO. The approach is validated by considering the urban drainage system of the city of Cosenza (Italy) and a set of extreme rainfall events as a testbed. Experiments are conducted by using a customized version of the SWMM simulation software and show that the CSO and local flooding volumes are significantly reduced.
2016
Giordano, Andrea; Spezzano, Giandomenico; Vinci, Andrea
Smart Agents and Fog Computing for Smart City Applications Proceedings Article
In: E. Alba, Chicano (Ed.): Smart Cities. Smart-CT 2016, pp. 137–146, Springer International Publishing 2016.
BibTeX | Tag: cyber physical systems, fog computing, internet of things, multi-agent systems, res-novae, smart city
@inproceedings{giordano2016smartb,
title = {Smart Agents and Fog Computing for Smart City Applications},
author = {Andrea Giordano and Giandomenico Spezzano and Andrea Vinci},
editor = {Alba, E., Chicano, F., Luque, G.},
year = {2016},
date = {2016-01-01},
urldate = {2016-01-01},
booktitle = {Smart Cities. Smart-CT 2016},
pages = {137–146},
organization = {Springer International Publishing},
series = {Lecture Notes in Computer Science},
keywords = {cyber physical systems, fog computing, internet of things, multi-agent systems, res-novae, smart city},
pubstate = {published},
tppubtype = {inproceedings}
}
2015
Spezzano, Giandomenico; Vinci, Andrea
Pattern Detection in Cyber-Physical Systems Journal Article
In: Procedia Computer Science, vol. 52, pp. 1016–1021, 2015.
BibTeX | Tag: cyber physical systems, data stream mining, monitor applications, res-novae, stream clustering
@article{spezzano2015pattern,
title = {Pattern Detection in Cyber-Physical Systems},
author = {Giandomenico Spezzano and Andrea Vinci},
year = {2015},
date = {2015-01-01},
urldate = {2015-01-01},
journal = {Procedia Computer Science},
volume = {52},
pages = {1016–1021},
publisher = {Elsevier},
keywords = {cyber physical systems, data stream mining, monitor applications, res-novae, stream clustering},
pubstate = {published},
tppubtype = {article}
}
2014
Giordano, Andrea; Spezzano, Giandomenico; Vinci, Andrea
Rainbow: an Intelligent Platform for Large-Scale Networked Cyber-Physical Systems. Proceedings Article
In: Fortino, Giancarlo; Karnouskos, Stamatis; Marrón, Pedro José (Ed.): Proceedings of the 5th International Workshop on Networks of Cooperating Objects for Smart Cities 2014 (UBICITEC 2014) co-located with CPS 2014, Berlin, Germany, Apr 14, 2014., pp. 70–85, CEUR-WS.org, 2014, ISSN: 1613-0073.
Abstract | Links | BibTeX | Tag: cloud computing, cyber physical systems, multi-agent systems, res-novae, smart city, swarm intelligence
@inproceedings{giordano2014rainbow,
title = {Rainbow: an Intelligent Platform for Large-Scale Networked Cyber-Physical Systems.},
author = {Andrea Giordano and Giandomenico Spezzano and Andrea Vinci},
editor = {Giancarlo Fortino and Stamatis Karnouskos and Pedro José Marrón},
url = {http://ceur-ws.org/Vol-1156/paper6.pdf},
issn = {1613-0073},
year = {2014},
date = {2014-01-01},
urldate = {2014-01-01},
booktitle = {Proceedings of the 5th International Workshop on Networks of Cooperating Objects for Smart Cities 2014 (UBICITEC 2014) co-located with CPS 2014, Berlin, Germany, Apr 14, 2014.},
volume = {1156},
pages = {70–85},
publisher = {CEUR-WS.org},
series = {CEUR Workshop Proceedings},
abstract = {Recent advancements in the fields of embedded systems,communication technologies and computer science, have laid the foundations for new kinds of applications in which a plethora of physical devices are interconnected and immersed in an environment together with human beings. These so-called Cyber-Physical Systems (CPS) issue a design challenge for new architecture in order to cope with problems such as the heterogeneity of devices, the intrinsically distributed nature of these systems, the lack of reliability in communications, etc. In this paper we introduce Rainbow, an architecture designed to address CPS issues. Rainbow hides heterogeneity by providing a Virtual Object (VO) concept, and addresses the distributed nature of CPS introducing a distributed multi-agent system on top of the physical part. Rainbow aims to get the computation close to the sources of information (i.e., the physical devices) and addresses the dynamic adaptivity requirements of CPS by using Swarm Intelligence algorithms.},
keywords = {cloud computing, cyber physical systems, multi-agent systems, res-novae, smart city, swarm intelligence},
pubstate = {published},
tppubtype = {inproceedings}
}
Recent advancements in the fields of embedded systems,communication technologies and computer science, have laid the foundations for new kinds of applications in which a plethora of physical devices are interconnected and immersed in an environment together with human beings. These so-called Cyber-Physical Systems (CPS) issue a design challenge for new architecture in order to cope with problems such as the heterogeneity of devices, the intrinsically distributed nature of these systems, the lack of reliability in communications, etc. In this paper we introduce Rainbow, an architecture designed to address CPS issues. Rainbow hides heterogeneity by providing a Virtual Object (VO) concept, and addresses the distributed nature of CPS introducing a distributed multi-agent system on top of the physical part. Rainbow aims to get the computation close to the sources of information (i.e., the physical devices) and addresses the dynamic adaptivity requirements of CPS by using Swarm Intelligence algorithms.
Giordano, Andrea; Spezzano, Giandomenico; Vinci, Andrea
Designing Cyber-Physical Systems for Smart Infrastructures: The Rainbow Platform. Journal Article
In: ERCIM News, vol. 2014, no 97, 2014, ISSN: 09264981.
Abstract | Links | BibTeX | Tag: cyber physical systems, multi-agent systems, res-novae, smart city
@article{giordano2014designing,
title = {Designing Cyber-Physical Systems for Smart Infrastructures: The Rainbow Platform.},
author = {Andrea Giordano and Giandomenico Spezzano and Andrea Vinci},
url = {http://ercim-news.ercim.eu/images/stories/EN97/EN97-web.pdf},
issn = {09264981},
year = {2014},
date = {2014-01-01},
urldate = {2014-01-01},
journal = {ERCIM News},
volume = {2014},
number = {97},
publisher = {ERCIM},
series = {ERCIM news},
abstract = {Although Cyber-Physical System (CPS) technologies are essential for the creation of smart infrastructures, enabling the optimization and management of resources and facilities, they
represent a design challenge. The Rainbow platform has been developed to facilitate the development of new CPS architectures.},
keywords = {cyber physical systems, multi-agent systems, res-novae, smart city},
pubstate = {published},
tppubtype = {article}
}
Although Cyber-Physical System (CPS) technologies are essential for the creation of smart infrastructures, enabling the optimization and management of resources and facilities, they
represent a design challenge. The Rainbow platform has been developed to facilitate the development of new CPS architectures.
represent a design challenge. The Rainbow platform has been developed to facilitate the development of new CPS architectures.
Giordano, Andrea; Spezzano, Giandomenico; Vinci, Andrea; Garofalo, Giuseppina; Piro, Patrizia
A cyber-physical system for distributed real-time control of urban drainage networks in smart cities Proceedings Article
In: Fortino, Giancarlo; Fatta, Giuseppe Di; Li, Wenfeng; Ochoa, Sergio F.; Cuzzocrea, Alfredo; Pathan, Mukaddim (Ed.): Internet and Distributed Computing Systems – 7h International Conference on Internet and Distributed Computing Systems, IDCS 2014, Calabria, Italy, September 22-24, 2014. Proceedings, pp. 87–98, Springer International Publishing Springher, 2014, ISBN: 978-3-319-11691-4.
Abstract | Links | BibTeX | Tag: combined sewer overflow, cyber physical systems, flooding, multi-agent systems, real-time control, res-novae, smart city, swarm intelligence, urban drainage system, wireless sensor and actuator networks
@inproceedings{giordano2014cyber,
title = {A cyber-physical system for distributed real-time control of urban drainage networks in smart cities},
author = {Andrea Giordano and Giandomenico Spezzano and Andrea Vinci and Giuseppina Garofalo and Patrizia Piro},
editor = {Giancarlo Fortino and Giuseppe Di Fatta and Wenfeng Li and Sergio F. Ochoa and Alfredo Cuzzocrea and Mukaddim Pathan},
doi = {10.1007/978-3-319-11692-1_8},
isbn = {978-3-319-11691-4},
year = {2014},
date = {2014-01-01},
urldate = {2014-01-01},
booktitle = {Internet and Distributed Computing Systems - 7h International Conference on Internet and Distributed Computing Systems, IDCS 2014, Calabria, Italy, September 22-24, 2014. Proceedings},
volume = {8729},
pages = {87–98},
publisher = {Springher},
organization = {Springer International Publishing},
series = {Lecture Notes in Computer Science},
abstract = {This paper focuses on a distributed real time control approach applied to drainage networks. The increasing of urbanization and climate change heightens the challenge for new technologies to be developed for drainage networks. Higher runoff volume, produced by the increase in impervious surfaces and intense rain events, overwhelms the existing urban drainage systems. Recent technical improvements have enabled the exploitation of real-time control on drainage networks. The novelty in this paper regards the use of a totally decentralized approach based on a proper combination of a Gossip-based algorithm, which ensures a global correct behaviour even if local faults occur, and a classic controlling technique (PID) used for local actuations.},
keywords = {combined sewer overflow, cyber physical systems, flooding, multi-agent systems, real-time control, res-novae, smart city, swarm intelligence, urban drainage system, wireless sensor and actuator networks},
pubstate = {published},
tppubtype = {inproceedings}
}
This paper focuses on a distributed real time control approach applied to drainage networks. The increasing of urbanization and climate change heightens the challenge for new technologies to be developed for drainage networks. Higher runoff volume, produced by the increase in impervious surfaces and intense rain events, overwhelms the existing urban drainage systems. Recent technical improvements have enabled the exploitation of real-time control on drainage networks. The novelty in this paper regards the use of a totally decentralized approach based on a proper combination of a Gossip-based algorithm, which ensures a global correct behaviour even if local faults occur, and a classic controlling technique (PID) used for local actuations.