Customizable Computing (Synthesis Lectures on Computer Architecture)
暫譯: 可自訂計算(計算機架構綜合講座)
Yu-Ting Chen, Jason Cong, Michael Gill
- 出版商: Morgan & Claypool
- 出版日期: 2015-06-01
- 售價: $1,620
- 貴賓價: 9.5 折 $1,539
- 語言: 英文
- 頁數: 120
- 裝訂: Paperback
- ISBN: 1627057676
- ISBN-13: 9781627057677
海外代購書籍(需單獨結帳)
商品描述
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.
商品描述(中文翻譯)
自從2000年代初期Dennard縮放結束以來,提高計算的能量效率一直是研究社群和產業的主要關注點。通用處理器與應用特定積體電路(ASIC)之間巨大的能量效率差距促使了可自訂架構的探索,這種架構可以根據工作負載進行調整。在這次的Synthesis講座中,我們將介紹近期在能量效率可自訂架構方面的發展,包括可自訂核心和加速器、片上記憶體自訂以及互連優化。除了討論各領域中使用的通用技術和不同方法的分類外,我們還將突顯並說明每個類別中一些最成功的設計範例,並討論它們對性能和能量效率的影響。我們希望這項工作能夠捕捉到可自訂架構的最新研究與發展,並作為未來計算系統大規模部署的進一步研究、設計和實施的有用參考基礎。