Parallelizing a Real-Time Audio Application -- A Case Study in Multithreaded Software Engineering

• Published in: 2015 IEEE International Parallel and Distributed Processing Symposium Workshop pp. 405 - 414
• Main Authors: Kiefer, Marc Aurel, Molitorisz, Korbinian, Bieler, Jochen, Tichy, Walter F.
• Format: Conference Proceeding
• Language: English
• Published: IEEE 01.05.2015
• Subjects: Hardware; Instruction sets; Mixers; Multicore; Optimal scheduling; Parallelization; Real-time systems; Software architecture; Software Engineering; Study
• DOI: 10.1109/IPDPSW.2015.32

Multicore hardware is ubiquitous, but billions of lines of code in performance-critical commodity software are still sequential. Although parallel libraries, design patterns, and best practice guidelines are available, thinking parallel is still a big challenge for many software engineers. In this paper we present a case study on parallelizing commodity software using a commercial real-time audio application with over 700,000 lines of code. In contrast to best practice guidelines, our goal is to investigate what parallelization strategy can effectively be used in data stream-intensive applications. Performing an in-depth analysis of the software architecture and its run-time performance, we locate parallelization potential and propose three different parallelization strategies. We evaluate them with respect to their parallel performance impact. Regarding the application's intrinsic real-time requirement and a very short audio cycle turnaround time, a busy-waiting strategy offers the best audio performance of 327 μs per cycle on an eight-core machine. With an efficiency of 99% this is close to the optimal schedule.