Design and Optimization of Heterogeneous Computing Systems for Scalability and Efficiency
This article mainly explores the concept of heterogeneous computing systems,the importance of scalability and efficiency in design,as well as the design and optimization methods at the hardware and software levels.Heterogeneous computing systems consist of modules such as processors,memory,storage,and communication,which improve performance through parallel processing.Scalability has a significant impact on system performance and requires rational design and optimization.Efficiency is also a key factor,including task scheduling,resource management,and parallel programming.At the hardware level,it is necessary to select appropriate processors,design memory and storage,and optimize communication and interconnection;At the software level,task scheduling,resource management,parallel programming models and algorithms,as well as system level optimization strategies need to be considered.
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