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Performance-Aware Device Driver Architecture for Signal Processing
Citation key Sydow:2016:PerformanceAwareDeviceDriver
Author S. Sydow and Mohannad Nabelsee and A. Busse and S. Koch and H. Parzyjegla
Title of Book 2016 28th International Symposium on Computer Architecture and High Performance Computing (SBAC-PAD)
Pages 67-75
Year 2016
DOI 10.1109/SBAC-PAD.2016.17
Month Oct
Abstract The growing computational power of modern CPUs allows increasingly complex signal processing applications to be successfully implemented and executed on general-purpose processors and operating systems. In this regard, the application's architecture, its design, and operating system integration directly affect the maximal achievable processing bandwidth. In this paper, we present alternative driver architectures for signal processing applications that differ in the distribution of processing stages between kernel space and user space. Using the processing of ADS-B air traffic radio signals for civil aviation as case study, we evaluate the performance of the design alternatives on a Linux system and quantify their strengths and weaknesses with respect to data overhead, usage of vector units, applicable compiler optimizations, and cache behavior. Based on our results, we determine the best design choice and derive guidelines for the development of efficient signal processing applications.
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