• DocumentCode
    555989
  • Title

    A chemical inspired simulation framework for pervasive services ecosystems

  • Author

    Pianini, Danilo ; Montagna, Sara ; Viroli, Mirko

  • Author_Institution
    DEIS, Univ. di Bologna, Cesena, Italy
  • fYear
    2011
  • fDate
    18-21 Sept. 2011
  • Firstpage
    667
  • Lastpage
    674
  • Abstract
    This paper grounds on the SAPERE project (Self-Aware PERvasive Service Ecosystems), which aims at proposing a multi-agent framework for pervasive computing, based on the idea of making each agent (service, device, human) manifest its existence in the ecosystem by a Live Semantic Annotation (LSA), and of coordinating agent activities by a small and fixed set of so-called eco-laws, which are sort of chemical-like reactions evolving the distributed population of LSAs. System dynamics in SAPERE is complex because of openness and due to the self-* requirements imposed by the pervasive computing setting: a simulation framework is hence needed for what-if analysis prior to deployment. In this paper we present a prototype simulator which - due to the role of chemical-like character of eco-laws - is based on a variation of an existing SSA (Stochastic Simulation Algorithm), tailored to the specific features of SAPERE, including dynamicity of network topology and pattern-based application of eco-laws. The simulator is tested on a crowd steering scenario where groups are guided, through public or private displays, towards the preferential destination and by emergently circumventing crowded regions.
  • Keywords
    ecology; multi-agent systems; ubiquitous computing; SAPERE project; agent activity coordination; chemical inspired simulation framework; crowd steering scenario; eco-laws; live semantic annotation; multiagent framework; network topology; pattern-based application; pervasive computing; private displays; public displays; self-aware pervasive service ecosystem; stochastic simulation algorithm; what-if analysis; Biological system modeling; Chemicals; Computational modeling; Context; Ecosystems; Engines; Stochastic processes;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computer Science and Information Systems (FedCSIS), 2011 Federated Conference on
  • Conference_Location
    Szczecin
  • Print_ISBN
    978-1-4577-0041-5
  • Electronic_ISBN
    978-83-60810-35-4
  • Type

    conf

  • Filename
    6078316