Data Management and Analytics for UF Smart Testbed

Details

• Creators:
  Banerjee, Tania ; Mahajan, Dhruv ; Huang, Xiaohui ; Rangarajan, Anand ; Ranka, Sanjay
• Corporate Creators:
  University of Florida
• Corporate Contributors:
  Florida. Department of Transportation
• Subject/TRT Terms:
  • Cloud computing
  • Connected vehicles
  • Data analysis
  • Data collection
  • Data fusion
  • Data management
  • Data mining
  • Sensors
  • Traffic data
  • Urban highways
  More +
• Resource Type:
  Tech Report
• Geographical Coverage:
  Florida
• Edition:
  08/15/2017 – 12/15/2020
• Corporate Publisher:
  Florida. Department of Transportation
• Abstract:
  We describe the data collection, management mechanisms, and analysis mechanisms for data collected from the ISTREET testbed, which comprises selected roads on the University of Florida campus and adjoining City of Gainesville roads. The test bed is instrumented with roadside units that deliver a variety of data about traffic. In this project, we provide the requirements for applications using the collected data. We further describe a three-tiered architecture consisting of edge, local servers, and cloud-based components that we use to deploy our applications. Subsequently, we describe each application in detail in terms of the sensors and data sources, the data ingestion methods, and the core applications, enabling us to have a deeper understanding of the data, thereby helping us identify strategies for improvements and optimizations.
• Format:
  PDF
• Funding:
  BDV31-977-77
• Download URL:
  https://rosap.ntl.bts.gov/view/dot/57036/dot_57036_DS1.pdf
• File Type:
  [PDF - 31.18 MB]
• Collection(s):
  US Transportation Collection
• Main Document Checksum:
  urn:sha256:f2843b2d085f99594ed8e51261730fc7ac6e72eabd484f10831132bae16a58ea