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The power of power-laws: Or how to save power in SoC

机译:幂律的力量:或者如何在SoC中节省功率

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Power and energy issues have significantly gained in importance in computing environments in the last few decades. In a world of mobile devices and massive-scale data centers, low-power systems are crucial for cost, availability, and the environment. Minimizing power consumption in a computing system is a complex problem that can be addressed with various strategies and on various levels. In this paper we focus on System-on-Chip (SoC), and in particular on power-efficient Network-on-Chip (NoC) topologies. The popular saying that “there ain''t no such thing as a free lunch” applies to computing systems likewise. In the quest for power and performance optima in the design space of NoC, we investigate non-local interconnect architectures for SoC. By adopting a complex network perspective and by employing an optimization technique, we show that small-world networks with power-law distance-dependent wire-length distributions are more power-efficient while offering the same performance than simple small-world topologies. We argue that such networks occupy optimal spots in the design space of NoCs. Our results are particularly relevant for addressing the scalability problem of global (or long-range) links, for building more power-efficient computers, and for emerging computing devices built through self-assembly.
机译:在过去的几十年中,电源和能源问题在计算环境中的重要性已显着提高。在移动设备和大规模数据中心的世界中,低功耗系统对于成本,可用性和环境至关重要。使计算系统中的功耗最小化是一个复杂的问题,可以通过各种策略和各种级别来解决。在本文中,我们专注于片上系统(SoC),尤其是省电的片上网络(NoC)拓扑。流行的说法是“没有免费的午餐之类的东西”同样适用于计算系统。为了在NoC的设计空间中寻求功耗和性能的优化,我们研究了SoC的非本地互连架构。通过采用复杂的网络角度并采用优化技术,我们表明具有与幂律距离相关的线长分布的小世界网络与简单的小世界拓扑相比,具有更高的功率效率,同时提供相同的性能。我们认为,这样的网络在NoC的设计空间中占据了最佳位置。我们的结果特别适用于解决全局(或远程)链接的可伸缩性问题,构建更节能的计算机以及通过自组装构建的新兴计算设备。

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