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Multiprocessor, Multithreading and Memory Optimization for On-Chip Multimedia Applications

机译:片上多媒体应用程序的多处理器,多线程和内存优化

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摘要

Multiprocessor System-on-Chip is one of the main drivers of the semiconductor industry revolution by enabling the integration of complex functionality on a single chip. The techniques for processor design and application optimizations can be combined together for more efficient design of these systems. Thus, the memory optimization techniques improving the data locality can be combined with multithreading technology, improving the overall processor efficiency. The combination of these techniques is mainly challenged by the adaptation of memory optimization techniques to the high parallelism offered by the multithreading environments. This paper presents an in-depth analysis of the impact of multiprocessor and multithreading environments on memory optimization techniques. A discussion is provided on the different types of parallelization (fine and coarse grain) and their influence on memory optimization technique. Some improvements on existing memory optimization techniques are presented as well some adaptation necessary to use them in this type of environment.
机译:通过在单个芯片上集成复杂功能,多处理器片上系统是半导体行业革命的主要驱动力之一。可以将用于处理器设计和应用程序优化的技术组合在一起,以更有效地设计这些系统。因此,可以将提高数据局部性的内存优化技术与多线程技术结合使用,从而提高整体处理器效率。这些技术的组合主要受到内存优化技术对多线程环境提供的高度并行性的挑战。本文对多处理器和多线程环境对内存优化技术的影响进行了深入分析。讨论了不同类型的并行化(细粒度和粗粒度)及其对内存优化技术的影响。提出了对现有内存优化技术的一些改进,以及在此类环境中使用它们所需的一些适应措施。

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