A Comparative Study of Scheduling Techniques for Multimedia Applications on SIMD Pipelines

26 Feb 2015  ·  Arslan Mehmet Ali, Gruian Flavius, Kuchcinski Krzysztof ·

Parallel architectures are essential in order to take advantage of the parallelism inherent in streaming applications. One particular branch of these employ hardware SIMD pipelines... In this paper, we analyse several scheduling techniques, namely ad hoc overlapped execution, modulo scheduling and modulo scheduling with unrolling, all of which aim to efficiently utilize the special architecture design. Our investigation focuses on improving throughput while analysing other metrics that are important for streaming applications, such as register pressure, buffer sizes and code size. Through experiments conducted on several media benchmarks, we present and discuss trade-offs involved when selecting any one of these scheduling techniques. read more

PDF Abstract
No code implementations yet. Submit your code now

Categories


Distributed, Parallel, and Cluster Computing Programming Languages

Datasets


  Add Datasets introduced or used in this paper