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Since the end of Dennard scaling in the early 2000s, improving the
energy efficiency of computation has been the main concern of the
research community and industry. The large energy efficiency gap
between general-purpose processors and application-specific
integrated circuits (ASICs) motivates the exploration of
customizable architectures, where one can adapt the architecture to
the workload. In this Synthesis lecture, we present an overview and
introduction of the recent developments on energy-efficient
customizable architectures, including customizable cores and
accelerators, on-chip memory customization, and interconnect
optimization. In addition to a discussion of the general techniques
and classification of different approaches used in each area, we
also highlight and illustrate some of the most successful design
examples in each category and discuss their impact on performance
and energy efficiency. We hope that this work captures the
state-of-the-art research and development on customizable
architectures and serves as a useful reference basis for further
research, design, and implementation for large-scale deployment in
future computing systems.
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