Title :
Integrated pipelined task scheduling and core mapping for streaming applications on multi-core systems
Author :
Mingze Ma ; Ming´e Jing ; Zhiyi Yu ; Xiaoyang Zeng
Author_Institution :
State Key Lab. of ASIC & Syst., Fudan Univ., Shanghai, China
Abstract :
In this paper, we present an efficient integrated pipelined task scheduling and core mapping approach called IPTSCM for streaming applications on NoC-based heterogeneous multi-core architecture. First, a polyhedron model is developed to formulate the integrated pipelined scheduling and mapping problem. Second, a series of constraints are applied, which reduce the solution space greatly. Third, an optimized simulated annealing algorithm is adopted to find the optimal solution in the space. Experiments demonstrate our method can yield more than 3.02 times higher throughput and 11.63% lower energy consumption on average compared with the existing algorithm.
Keywords :
multiprocessing systems; network-on-chip; pipeline processing; scheduling; simulated annealing; IPTSCM; NoC-based heterogeneous multicore architecture; core mapping; integrated pipelined task scheduling; multicore systems; optimized simulated annealing algorithm; polyhedron model; streaming applications; Abstracts; Multicore processing; Throughput;
Conference_Titel :
Solid-State and Integrated Circuit Technology (ICSICT), 2014 12th IEEE International Conference on
Conference_Location :
Guilin
Print_ISBN :
978-1-4799-3296-2
DOI :
10.1109/ICSICT.2014.7021261