Temporal analysis model extraction for optimizing modal multi-rate stream processing applications
Stefan J. Geuns, Joost P.H.M. Hausmans, Marco J.G. Bekooij · 2014
Modern real-time stream processing applications, such as Software Defined Radio (SDR) applications, typically have multiple modes and multi-rate behavior. Modes are often described using while-loops whereas multi-rate behavior is frequently described using arrays with pseudo-random indexing patterns. The temporal properties of these applications have to be analyzed in order to determine whether optimizations improve throughput. However, no method exists in which a temporal analysis model is derived from these applications that is suitable for temporal analysis and optimization.