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27th International Conference on Distributed Computing Systems (ICDCS '07)
Stampede RT: Programming Abstractions for Live Streaming Applications
Toronto, Canada
June 25-June 27
ISBN: 0-7695-2837-3
David Hilley, Georgia Institute of Technology
Umakishore Ramachandran, Georgia Institute of Technology
We present Stampede^RT, middleware designed to provide a natural programming model appropriate for live streaming applications. Such applications require pervasive access to multiple streaming data sources for distributed online analysis. One motivating example is a distributed robotics application which analyzes live camera feeds for control and planning. Most existing middlewares for streaming data focus on media streams and low-level transport characteristics such as delivery latency and efficient transfer, but do not define a programming model to succinctly express applications that manipulate and analyze the streaming content. StampedeRT provides for straightforward transport and manipulation of temporally-ordered data streams, enabling simple synchronization and correlation of data sources. We present an abstract programming model to support the aforementioned class of applications and then describe a concrete realization of the model as a distributed middleware architecture. We also evaluate our implementation of the architecture and present several motivating applications StampedeRT is designed to support.
Citation:
David Hilley, Umakishore Ramachandran, "Stampede RT: Programming Abstractions for Live Streaming Applications," icdcs, pp.65, 27th International Conference on Distributed Computing Systems (ICDCS '07), 2007
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