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A Platform Architecture for Sensor Data Processing and Verification in Buildings
Jorge Ortiz

Citation
Jorge Ortiz. "A Platform Architecture for Sensor Data Processing and Verification in Buildings". Talk or presentation, 19, November, 2013.

Abstract
Buildings consume 72% of electricity and nearly half of the total energy produced in the United States. In order to improve their performance, deep sampling and analytics must be deployed at scale. However, each building is uniquely designed and highly heterogenous -- limiting portability and preventing widespread deployment of solutions. In this talk, we discuss a platform architecture with two core services: a file system service and a verification service. The former offers a common namespace and standard access method for building sensors/actuators, their data, and data processing jobs. It also allows applications to write portable code. The latter is a verification service that verifies various system behavioral patterns and physical relationships between sensors in order to maintain an accurate representation of the building in software. We evaluate the effectiveness of our architecture and verification techniques through several real-world deployments across 7 buildings in two countries that support over half a dozen applications.

Electronic downloads

Citation formats  
  • HTML
    Jorge Ortiz. <a
    href="http://chess.eecs.berkeley.edu/pubs/1037.html"
    ><i>A Platform Architecture for Sensor Data
    Processing and Verification in
    Buildings</i></a>, Talk or presentation,  19,
    November, 2013.
  • Plain text
    Jorge Ortiz. "A Platform Architecture for Sensor Data
    Processing and Verification in Buildings". Talk or
    presentation,  19, November, 2013.
  • BibTeX
    @presentation{Ortiz13_PlatformArchitectureForSensorDataProcessingVerification,
        author = {Jorge Ortiz},
        title = {A Platform Architecture for Sensor Data Processing
                  and Verification in Buildings},
        day = {19},
        month = {November},
        year = {2013},
        abstract = {Buildings consume 72% of electricity and nearly
                  half of the total energy produced in the United
                  States. In order to improve their performance,
                  deep sampling and analytics must be deployed at
                  scale. However, each building is uniquely designed
                  and highly heterogenous -- limiting portability
                  and preventing widespread deployment of solutions.
                  In this talk, we discuss a platform architecture
                  with two core services: a file system service and
                  a verification service. The former offers a common
                  namespace and standard access method for building
                  sensors/actuators, their data, and data processing
                  jobs. It also allows applications to write
                  portable code. The latter is a verification
                  service that verifies various system behavioral
                  patterns and physical relationships between
                  sensors in order to maintain an accurate
                  representation of the building in software. We
                  evaluate the effectiveness of our architecture and
                  verification techniques through several real-world
                  deployments across 7 buildings in two countries
                  that support over half a dozen applications.},
        URL = {http://chess.eecs.berkeley.edu/pubs/1037.html}
    }
    

Posted by Armin Wasicek on 20 Nov 2013.
Groups: chessworkshop
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