Leidi, Tiziano and Heeb, Thierry and Colla, Marco and Thiran, Jean-Philippe (2011) Event-Driven Real-Time Audio Processing with GPGPUs. In: 130th AES Convention.
Full text not available from this repository.Abstract
Development of real-time audio processing applications for GPGPUs is not without challenges. Parallel processing of audio signals is often constrained by serial dependencies within or between algorithms. On GPGPUs, insufficient data pressure further limits the attainable performance improvements, as it causes inactivity of the GPU cores. In this paper, we analyze the limits of audio processing on GPGPUs and present an approach based on event-driven scheduling, that maximizes data pressure to favour performance improvements. We also present recent enhancements of Audio n-Genie, an open-source development environment for audio-processing applications. By combining Audio n-Genie and the proposed approach, we show that it is possible to increase audio processing speed-up.
| Item Type: | Article in conference proceedings or Presentation at a conference (Paper) |
|---|---|
| Subjects: | Computer sciences > Computer science Computer sciences > Computer science > Computer architectures & operating systems > Parallel computing Computer sciences > Computer science > Multimedia computing science Computer sciences > Software engineering > Software design |
| Department/unit: | Dipartimento tecnologie innovative > Istituto sistemi informativi e networking |
| Depositing User: | Dr. Tiziano Leidi |
| Date Deposited: | 21 Sep 2015 13:12 |
| Last Modified: | 14 Sep 2023 17:00 |
| URI: | http://repository.supsi.ch/id/eprint/6752 |
Actions (login required)
 |
View Item |