Navigating Dennard, Carbon and Moore: Scenarios for the Future of NSF Advanced Computational Infrastructure

Navigating Dennard, Carbon and Moore: Scenarios for the Future of NSF Advanced Computational Infrastructure
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驾驭 Dennard、Carbon 和 Moore:NSF 高级计算基础设施的未来情景

DOI:
10.1145/3491418.3535156
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发表时间:
2022
期刊:
PEARC '22: Practice and Experience in Advanced Research Computing
影响因子:
--
通讯作者:
Chien, Andrew
Chien, Andrew
中科院分区:
--
文献类型:
--
作者:
Dietrich, Mark;Chien, Andrew

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经过长期的稳定改进后,科学计算设备(SCE 或 HPC)正在因登纳德尺度的结束、摩尔定律的放缓以及减少碳排放和应对气候变化的新挑战而受到干扰。这对未来意味着什么?我们基于历史 NSF XSEDE 站点系统开发了一个系统和组合模型,并将其应用于检查潜在的技术场景及其对未来计算能力、功耗、碳排放、数据中心选址等的意义。
After a long period of steady improvement, scientific computing equipment (SCE, or HPC) is being disrupted by the end of Dennard scaling, the slowing of Moore's Law, and new challenges to reduce carbon, to fight climate change. What does this mean for the future? We develop a system and portfolio model based on historical NSF XSEDE site systems and apply it to examine potential technology scenarios and what they mean for future compute capacity, power consumption, carbon emissions, datacenter siting, and more.
DOI: --
发表时间: --
期刊:
影响因子: --
作者:
H. Runesha
通讯作者: H. Runesha