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|Title:||Fast hybrid simulation for accurate decoded video quality assessment on MPSoC platforms with resource constraints|
|Source:||Gangadharan, D.,Chakraborty, S.,Zimmermann, R. (2011). Fast hybrid simulation for accurate decoded video quality assessment on MPSoC platforms with resource constraints. Proceedings of the Asia and South Pacific Design Automation Conference, ASP-DAC : 237-242. ScholarBank@NUS Repository. https://doi.org/10.1109/ASPDAC.2011.5722190|
|Abstract:||Multimedia decoders mapped onto MPSoC platforms exhibit degraded video quality when the critical system resources such as buffer and processor frequency are constrained. Hence, it is essential for system designers to find the appropriate mix of resources, living within the constraints, for a desired output video quality. A naive approach to do this would be to run expensive system simulations of the decoder tasks mapped onto a model of the underlying MPSoC architecture. This turns out to be inefficient when the input video library set has a large number of video clips. We propose a fast hybrid simulation framework to quantitatively estimate decoded video quality in the context of an MPEG-2 decoder. Here, the workload of simulation heavy tasks are estimated using accurate analytical models. The workload of other light (but difficult to analytically model) tasks are obtained from system simulations. This framework enables the system designer to perform a fast trade-off analysis of the system resources in order to choose the optimal combination of resources for the desired video quality. When compared to a naive system simulation approach, the hybrid simulation-based framework shows speed-up factors of about 5x for motion and 8x for still videos. The results obtained using this framework highlight important trade-offs such as the decoded video quality (measured in terms of the peak signal to noise ratio (PSNR)) vs buffer size and PSNR vs processor frequency. ©2011 IEEE.|
|Source Title:||Proceedings of the Asia and South Pacific Design Automation Conference, ASP-DAC|
|Appears in Collections:||Staff Publications|
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