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Modeling and mapping for dynamically reconfigurable hybrid architectures.

机译:动态可重新配置的混合体系结构的建模和映射。

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Reconfigurable computing is a new paradigm based on dynamically adapting the hardware to reconfigure the computation and communication structures on the chip. Reconfigurable circuits and systems have evolved from application specific accelerators to a general purpose computing paradigm. Various reconfigurable devices have been developed by researchers and the industry. These devices promise a high degree of flexibility and superior performance. But, the algorithmic techniques and software tools are also heavily based on the hardware paradigm from which they have evolved.; This thesis addresses the fundamental challenges in achieving high performance using reconfigurable architectures. The diverse range of issues in mapping applications onto reconfigurable architectures are identified. A formal framework for mapping application tasks onto reconfigurable architectures is proposed in this thesis. The proposed framework includes a parameterized system level model, algorithmic mapping techniques and system level interpretive simulation environment.; A parameterized model of hybrid reconfigurable architectures, Hybrid System Architecture Model (HySAM), is developed to facilitate application mapping. Hybrid reconfigurable architectures include traditional processing units and memory on the same die as reconfigurable logic. The parameterized systems. Loop statements in traditional programs consist of regular, repetitive computations which are the most likely candidates for performance enhancement using configurable hardware. This thesis develops a formal methodology for to define and solve the problem of mapping loop statements onto reconfigurable architectures. The complexity of the problems and our proposed solutions is also addressed. Performance improvements are achieved on various architectures using our algorithmic techniques for mapping. In addition, existing design and simulation tools do not include the reconfiguration aspect in their methodology. A simulation methodology for reconfigurable architectures is proposed and validated by implementing a proof of concept tool. The Dynamically Reconfigurable systems Interpretive simulation and Visualization Environment (DRIVE) facilitates high level performance evaluation framework for design space exploration.
机译:可重配置计算是一种新的范例,它基于动态调整硬件以重新配置芯片上的计算和通信结构。可重新配置的电路和系统已经从专用加速器发展到通用计算范例。研究人员和业界已经开发了各种可重构设备。这些设备具有高度的灵活性和优越的性能。但是,算法技术和软件工具也很大程度上基于它们所演变的硬件范例。本文解决了使用可重配置架构实现高性能的基本挑战。确定了将应用程序映射到可重新配置的体系结构中的各种问题。本文提出了一种将应用程序任务映射到可重构体系结构的正式框架。所提出的框架包括参数化的系统级模型,算法映射技术和系统级解释性仿真环境。开发了混合可重构体系结构的参数化模型,即混合系统体系结构模型(HySAM),以促进应用程序映射。混合可重配置体系结构在与可重配置逻辑相同的裸片上包括传统处理单元和存储器。参数化的系统。传统程序中的循环语句由常规的重复计算组成,这是使用可配置硬件提高性能的最有可能的候选者。本文提出了一种形式化的方法,用于定义和解决将循环语句映射到可重构体系结构的问题。还解决了问题的复杂性以及我们提出的解决方案。使用我们的映射算法,可以在各种体系结构上实现性能改进。此外,现有的设计和仿真工具的方法论中并未包含重新配置方面。提出并通过实现概念验证工具验证了可重构体系结构的仿真方法。动态可重配置系统解释性仿真和可视化环境(DRIVE)促进了用于设计空间探索的高级性能评估框架。

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