Title :
Dimensioning heterogeneous MPSoCs via parallelism analysis
Author :
Ristau, Bastian ; Limberg, Torsten ; Arnold, Oliver ; Fettweis, Gerhard
Author_Institution :
Dept. of Mobile Commun. Syst., Tech. Univ. Dresden, Dresden
Abstract :
In embedded computing we face a continuously growing algorithm complexity combined with a constantly rising number of applications running on a single system. Multi-core systems are becoming popular to cope with these requirements. Growing computational complexity is handled by increasing the number of cores and core types within one system - leading to heterogeneous many-core MPSoCs in the near future. One key challenge in designing such systems is to determine the number of cores required to meet performance, power and area constraints. In this paper we present a methodology that helps dimensioning these systems via a novel parallelism analysis methodology within seconds. The presented methodology has an average performance estimation error of less than 4% compared to transaction level simulation.
Keywords :
estimation theory; parallel algorithms; system-on-chip; embedded computing; heterogeneous many-core MPSoCs; multicore systems; multiprocessor sustem-on-chip; parallelism analysis; performance estimation error; transaction level simulation; Concrete; Constraint optimization; Embedded computing; Embedded system; Energy consumption; Estimation error; Job shop scheduling; Parallel processing; Performance analysis; Processor scheduling;
Conference_Titel :
Design, Automation & Test in Europe Conference & Exhibition, 2009. DATE '09.
Conference_Location :
Nice
Print_ISBN :
978-1-4244-3781-8
DOI :
10.1109/DATE.2009.5090725