Title :
Software platform for hybrid resource management of a many-core accelerator for multimedia applications
Author :
Sungchan Kim ; Chanhee Lee ; Taeyoung Kim ; Soonhoi Ha
Abstract :
As incessant demand of higher computing capability makes a many-core accelerator become a major computing resource in a System-on-Chip, a variety of many-core architectures and resource management techniques have been proposed recently. They usually assume a specific hardware architecture and a specific resource management scheme. In this paper, we propose a generic software platform that implements a hybrid resource management technique, targeting for a wide range of many-core architectures. To evaluate the system performance more accurately before SoC fabrication, we run it on a virtual prototyping system. The actual implementation enables us to investigate the overheads involved in the propose software platform. Preliminary experimental results confirm that the proposed software platform adapts to the dynamic workload variation effectively by dynamic mapping of tasks and tolerate unexpected core failures by check-pointing. We address our perspective on future research issues to make the generic software platform a reality.
Keywords :
checkpointing; multimedia computing; multiprocessing systems; parallel architectures; resource allocation; system-on-chip; virtual prototyping; SoC fabrication; check-pointing; core failures; dynamic mapping; dynamic workload variation; generic software platform; hardware architecture; hybrid resource management technique; many-core accelerator; many-core architectures; multimedia applications; system performance evaluation; system-on-chip; virtual prototyping system; Memory management; Processor scheduling; Program processors; Quality of service; Resource management; many-core accelerator; resource management; run-time mapping; software platform; throughput;
Conference_Titel :
Embedded Systems for Real-time Multimedia (ESTIMedia), 2014 IEEE 12th Symposium on
Conference_Location :
Greater Noida
DOI :
10.1109/ESTIMedia.2014.6962341