Title page for ETD etd-02212011-130055


Type of Document Master's Thesis
Author Vigraham, Sushrutha
Author's Email Address sush10@vt.edu
URN etd-02212011-130055
Title Design and Analysis of a Real-time Data Monitoring Prototype for the LWA Radio Telescope
Degree Master of Science
Department Electrical and Computer Engineering
Advisory Committee
Advisor Name Title
Ellingson, Steven W. Committee Co-Chair
Patterson, Cameron D. Committee Co-Chair
Plassmann, Paul E. Committee Member
Keywords
  • data-centric computing
  • PCIe
  • data streaming
  • FPGA
Date of Defense 2011-02-01
Availability unrestricted
Abstract
Increasing computing power has been helping researchers understand many complex scientific problems. Scientific computing helps to model and visualize complex processes such as molecular modelling, medical imaging, astrophysics and space exploration by processing large set of data streams collected through sensors or cameras. This produces a massive amount of data which consume a large amount of processing and storage resources. Monitoring the data streams and filtering unwanted information will enable efficient use of the available resources. This thesis proposes a data-centric system that can monitor high-speed data streams in real-time. The proposed system provides a flexible environment where users can plug-in application-specific data monitoring algorithms. The Long Wavelength Array telescope (LWA) is an astronomical apparatus that works with high speed data streams, and the proposed data-centric platform is developed to evaluate FPGAs to implement data monitoring algorithms in LWA. The throughput of the data-centric system has been modeled and it is observed that the developed data-centric system can deliver a maximum throughput of 164 MB/s.
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