Title :
Scheduling of stream programs onto SPM enhanced processors with code overlay
Author :
Che, Weijia ; Chatha, Karam S.
Author_Institution :
Fac. of Comput. Sci. & Eng., Arizona State Univ., Tempe, AZ, USA
Abstract :
Scratch Pad Memories (SPM) have emerged as an alternative to caches in embedded processor architectures due to their lower power consumption, smaller chip area and superior performance. However, the advantages of SPM come at the expense of increased load on the programmer as she is responsible for memory management. Consequently, there is a need for novel compilation for mapping applications onto SPM enhanced embedded processors. Stream programs (that describe a large class of embedded applications) demonstrate stable memory access patterns, and are particularly suitable for SPM based processors. In this paper we present a heuristic approach for scheduling and compiling streaming applications (modeled by synchronous data flow graphs) for SPM enhanced processors. The technique maximizes the application performance by minimizing code overlay overheads that are introduced when executing a large code base on a smaller sized SPM. We also present an extension of our approach that further reduces the overheads by selective code pre-fetching. The effectiveness of our approaches is evaluated by compiling ten streaming application onto one Synergistic Processing Engine (SPE) of the IBM Cell processor.
Keywords :
digital storage; microprocessor chips; storage management; IBM cell processor; SPM based processor; SPM enhanced embedded processor; code overlay overhead; compilation; compiling streaming application; embedded processor architectures; mapping application; memory management; scratch pad memories; selective code prefetching; smaller chip area; stable memory access pattern; stream program scheduling; synergistic processing engine; Memory management; Processor scheduling; Program processors; Schedules; Steady-state; Switches; Scheduling; code overlay; compiler; embedded systems; pre-fetching; scratchpad memory; stream;
Conference_Titel :
Embedded Systems for Real-Time Multimedia (ESTIMedia), 2011 9th IEEE Symposium on
Conference_Location :
Taipei
Print_ISBN :
978-1-4577-2123-6
DOI :
10.1109/ESTIMedia.2011.6088530