Multi-objective aware design flow for coarse-grained systems on chip
Peng Chen, Chao Wang, Xi Li, Xuehai Zhou
Abstract
Peng Chen, Chao Wang, Xi Li, Xuehai Zhou
Abstract
This paper presents a software and hardware co-design flow for the coarse-grained systems on chip. It enables a multi-target design space exploration (MT-DSE) algorithm with multiple objectives such as chip area utilization, energy consumption, core efficiency, interconnection structure, application workload and speedup aware. With the help of the MT-DSE tool, the proposed design flow can supply a valuable assistance for architecture designers to develop a well trade-off multi-processor system. In contrast, most of state-of-the-art design space exploration tools rely on varieties of simulations or implementations that are quite time-consuming. Benefit from no such dependences, the MT-DSE method could turn out the optimized alternative very fast with multiple factors balanced. Besides, the tool is employed at a very early stage in the component based systems design and only needs a little profiling information which can greatly reduce the development term of the design. As an illustration, the JPEG compression algorithm is chosen to demonstrate how the tool exploits a given application and guides to build the most desired architecture.
A significance statement is not available in the OpenAlex record.
A contribution statement is not available in the OpenAlex record.
Method details are not available in the OpenAlex metadata.
Findings are not separately available in the OpenAlex metadata.
Limitations are not available in the OpenAlex metadata.
Application details are not available in the OpenAlex metadata.
This paper presents a software and hardware co-design flow for the coarse-grained systems on chip. It enables a multi-target design space exploration (MT-DSE) algorithm with multiple objectives such as chip area utilization, energy consumption, core efficiency, interconnection structure, application workload and speedup aware. With the help of the MT-DSE tool, the proposed design flow can supply a valuable assistance for architecture designers to develop a well trade-off multi-processor system. In contrast, most of state-of-the-art design space exploration tools rely on varieties of simulations or implementations that are quite time-consuming. Benefit from no such dependences, the MT-DSE method could turn out the optimized alternative very fast with multiple factors balanced. Besides, the tool is employed at a very early stage in the component based systems design and only needs a little profiling information which can greatly reduce the development term of the design. As an illustration, the JPEG compression algorithm is chosen to demonstrate how the tool exploits a given application and guides to build the most desired architecture.
Key concepts: Design flow, Design space exploration, Computer science, System on a chip, Speedup, Workload, Embedded system, Exploit