Self-Adaptive Configuration of Visualization Pipeline Over Wide-Area Networks
IEEE Transactions on Computers
NexusDS: a flexible and extensible middleware for distributed stream processing
IDEAS '09 Proceedings of the 2009 International Database Engineering & Applications Symposium
Distributed workflow mapping algorithm for maximized reliability under end-to-end delay constraint
The Journal of Supercomputing
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This paper discusses algorithmic and implementation aspects of a remote visualization system, which adaptively decomposes and maps the visualization pipeline onto a wide-area network. Visualization pipeline modules such as filtering, geometry extraction, rendering, and display are dynamically assigned to network nodes to achieve minimal total delay or maximal frame rate. Polynomial-time optimal algorithms using the dynamic programming method to compute the optimal decomposition and mapping are proposed. We implemented an OpenGL-based remote visualization system. We evaluated its performance using a deployment at three geographically distributed nodes.