Data Management and Analytics for UF Smart Testbed

The authors 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, the authors provide the requirements for applications using the collected data. They further describe a three-tiered architecture consisting of edge, local servers, and cloud-based components that they use to deploy their applications. Subsequently, the authors describe each application in detail in terms of the sensors and data sources, the data ingestion methods, and the core applications, enabling them to have a deeper understanding of the data, thereby helping them identify strategies for improvements and optimizations.

• Record URL:
  https://fdotwww.blob.core.windows.net/sitefinity/docs/default-source/research/reports/fdot-bdv31-977-77-rpt.pdf?sfvrsn=4bb50c39_4
• 
• Summary URL:
  https://fdotwww.blob.core.windows.net/sitefinity/docs/default-source/research/reports/fdot-bdv31-977-77-sum.pdf
• Record URL:
  https://rosap.ntl.bts.gov/view/dot/57036
• Corporate Authors:

  University of Florida, Gainesville

  Department of Computer & Information Science & Engineering
  Gainesville, FL  United States  32611

  Florida Department of Transportation

  605 Suwannee Street
  Tallahassee, FL  United States  32399-0450
• Authors:
  • Banerjee, Tania
  • Mahajan, Dhruv
  • Huang, Xiaohui
  • Rangarajan, Anand
  • Ranka, Sanjay
• Publication Date: 2020-9

Language

• English

Media Info

• Media Type: Digital/other
• Edition: Final Report
• Features: Appendices; Figures; Maps; Photos; References; Tables;
• Pagination: 79p

Subject/Index Terms

• TRT Terms: Campuses; Cloud computing; Connected vehicles; Data analysis; Data collection; Data fusion; Data management; Data mining; Sensors; Traffic data; Urban highways
• Identifier Terms: I-STREET (University of Florida); University of Florida
• Geographic Terms: Gainesville (Florida)
• Subject Areas: Data and Information Technology; Highways; Operations and Traffic Management;

Filing Info

• Accession Number: 01772434
• Record Type: Publication
• Contract Numbers: BDV31-977-77
• Files: NTL, TRIS, ATRI, STATEDOT
• Created Date: May 25 2021 3:12PM