Collecting data streams from a distributed radio-based measurement system

  • Authors:
  • Marcin Gorawski;Pawel Marks;Michal Gorawski

  • Affiliations:
  • Silesian University of Technology, Institute of Computer Science, Gliwice, Poland;Silesian University of Technology, Institute of Computer Science, Gliwice, Poland;Silesian University of Technology, Institute of Computer Science, Gliwice, Poland

  • Venue:
  • DASFAA'08 Proceedings of the 13th international conference on Database systems for advanced applications
  • Year:
  • 2008

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Abstract

Nowadays it becomes more and more popular to process rapid data streams representing real-time events, such as large scale financial transfers, road or network traffic, sensor data. Analysis of data streams enables new capabilities. It is possible to perform intrusion detection while it is happening, it is possible to predict road traffic basing on the analysis of the past and current vehicle flow. We addressed the problem of real-time analysis of the stream data from a radio-based measurement system. The system consists of large number of water, gas and electricity meters. Our work is focused on data delivery from meters to the stream data warehouse as quick as possible even if transmission failures occur. The system we designed is intended to increase significantly system reliability and availability. During this demonstration we want to present an example of the system capabilities.