Toward on-chip datacenters: a perspective on general trends and on-chip particulars

Toward on-chip datacenters: a perspective on general trends and on-chip particulars
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走向片上数据中心:总体趋势和片上细节的视角

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发表时间:
2012
影响因子:
3.3
通讯作者:
Miray Kas
Miray Kas
中科院分区:
计算机科学4区
文献类型:
--
作者:
Miray Kas

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由于经济原因,数据中心的传统哲学是扩展而不是扩展。但是,CMP技术的进步使芯片多处理器变得更加普遍,预计在未来几年中,它们将变得更加实惠和发挥作用。当前朝着更密集包装系统的趋势,对更高绩效的需求不断提高,将市场推向了将数据中心放置在一个非常强大的芯片上,这些芯片在一个平台上具有许多核心。但是,增加单个芯片上的核心数量带来了有关使用共享资源和QoS满意度的芯片级别上的非常重要的问题。在简要探讨了当前数据中心的观点之后,本文通过对不同研究的详细讨论来捕获芯片多处理器领域的当前最新状态,这些讨论铺平了到达数据中心的方式。最后,强调了许多开放研究问题,目的是鼓舞片中数据中心领域的新贡献和发展。
Due to economical reasons, the traditional philosophy in data centers was to scale out, rather than scaling up. However, the advances in CMP technology enabled chip multiprocessors to become more prevalent and they are expected to become more affordable and power-efficient in the coming years. Current trend towards more densely packaged systems and increasing demand for higher performance push the market towards placing datacenters on highly powerful chips that have many cores on a single platform. However, increasing the number of cores on a single chip brings along very important problems to be addressed at the chip level regarding the use of shared resources and QoS satisfaction. After briefly exploring current datacenter perspective, this paper captures the current state of the art in the field of chip multiprocessors through a detailed discussion of different studies that pave the way to the datacenters on-chip. Finally, a number of open research issues are highlighted with the intention of inspiring new contributions and developments in the field of datacenters on-chip.
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作者:
R. Buyya;Shin Chee;Yeo;S. Venugopal;J. Broberg;I. Brandić
通讯作者: R. Buyya;Shin Chee;Yeo;S. Venugopal;J. Broberg;I. Brandić