Pervasive and mobile computing devices increasingly populate ourenvironments. In this context, innovative frameworks have to beidentified for the deployment and execution of pervasive servicesystems made up of a massive number of components, and able to exhibit properties of self-organization and self-adaptability, and of long-lasting evolvability. This paper discusses how such frameworks could get inspiration from natural systems, by modeling and deploying services as autonomous agents, spatially-situated in an ecosystem of other services, data sources, and pervasive devices, all of which acting, interacting, and evolving according to a limited set of laws of nature. A conceptual architecture is introduced to frame the key concepts of nature-inspired approaches and to survey the key natural metaphors that can be adopted to realize the concept of pervasive service ecosystems. Following, the key characteristics of our originalecological approach are detailed, also with the help of representative case studies, and an extensive set of simulationexperiments are reported to show the potential effectiveness ofthe approach.

Towards Nature-Inspired Pervasive Service Ecosystems: Concepts and Simulation Experiences / VILLALBA CARDOZO, Cynthia Emilia; Zambonelli, Franco. - In: JOURNAL OF NETWORK AND COMPUTER APPLICATIONS. - ISSN 1084-8045. - STAMPA. - 34:(2011), pp. 589-602. [10.1016/j.jnca.2010.12.003]

Towards Nature-Inspired Pervasive Service Ecosystems: Concepts and Simulation Experiences

VILLALBA CARDOZO, Cynthia Emilia;ZAMBONELLI, Franco
2011

Abstract

Pervasive and mobile computing devices increasingly populate ourenvironments. In this context, innovative frameworks have to beidentified for the deployment and execution of pervasive servicesystems made up of a massive number of components, and able to exhibit properties of self-organization and self-adaptability, and of long-lasting evolvability. This paper discusses how such frameworks could get inspiration from natural systems, by modeling and deploying services as autonomous agents, spatially-situated in an ecosystem of other services, data sources, and pervasive devices, all of which acting, interacting, and evolving according to a limited set of laws of nature. A conceptual architecture is introduced to frame the key concepts of nature-inspired approaches and to survey the key natural metaphors that can be adopted to realize the concept of pervasive service ecosystems. Following, the key characteristics of our originalecological approach are detailed, also with the help of representative case studies, and an extensive set of simulationexperiments are reported to show the potential effectiveness ofthe approach.
2011
34
589
602
Towards Nature-Inspired Pervasive Service Ecosystems: Concepts and Simulation Experiences / VILLALBA CARDOZO, Cynthia Emilia; Zambonelli, Franco. - In: JOURNAL OF NETWORK AND COMPUTER APPLICATIONS. - ISSN 1084-8045. - STAMPA. - 34:(2011), pp. 589-602. [10.1016/j.jnca.2010.12.003]
VILLALBA CARDOZO, Cynthia Emilia; Zambonelli, Franco
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11380/647070
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