• DocumentCode
    2127474
  • Title

    Synthesis of Distributed Execution Platforms for Cyber-Physical Systems with Applications to High-Performance Buildings

  • Author

    Leonardi, Francesco ; Pinto, Alessandro ; Carloni, Luca P.

  • Author_Institution
    Dept. of Comput. Sci., Columbia Univ., New York, NY, USA
  • fYear
    2011
  • fDate
    12-14 April 2011
  • Firstpage
    215
  • Lastpage
    224
  • Abstract
    We propose a methodology, and its embodiment into a design flow, to realize execution platforms for high-performance building applications. This is an example of a class of cyber-physical systems where a network of sensors, controllers, and actuators must be designed under physical spatial constraints to implement various types of signal processing and control tasks. In our approach, the applications are specified using the dataflow model of computation while the building dictates the physical constraints, including the position of sensors and actuators. We present a rigorous formulation of the design-space exploration problem and we propose to solve it by progressing through a sequence of refinement steps from specification to detailed implementation. Two key steps are the synthesis of the computation platform and the synthesis of the communication network. Combined, they allow us to automatically derive an optimal implementation through the selection and composition of processing and networking elements from given technology libraries. We demonstrate the applicability of our approach by comparing it to the manual design of a given case study: the real-time estimation of building occupancy using a network of video cameras.
  • Keywords
    building management systems; data flow computing; signal processing; video cameras; communication network element; cyber physical system; data flow model; design space exploration; distributed execution platform; high performance building; physical spatial constraint; real-time estimation; refinement step sequence; signal processing; video cameras; Actuators; Buildings; Computational modeling; Libraries; Optimization; Sensors; Wiring; CAD; Cyber–Physical Systems; Sythesis;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Cyber-Physical Systems (ICCPS), 2011 IEEE/ACM International Conference on
  • Conference_Location
    Chicago, IL
  • Print_ISBN
    978-1-61284-640-8
  • Type

    conf

  • DOI
    10.1109/ICCPS.2011.23
  • Filename
    5945404