微型电池存储的一个案例:回收智能手机的节能数据管理

S. Harizopoulos, S. Papadimitriou
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引用次数: 19

摘要

能源成本的增加和对可持续性的关注使以下问题比以往任何时候都更加重要:我们能否将旧的或未使用的计算设备变成成本低、能效高、可以随时重新利用的模块?我们相信答案是肯定的,我们的建议是将未使用的智能手机变成微型数据中心可组合模块。在本文中,我们介绍了Micro-Cellstore (MCS)的概念,这是一种独立的数据设备,可容纳数十个回收的智能手机。通过对基于linux的当前一代智能手机进行详细的功率和性能测量,我们评估了mcs作为数据管理平台的潜力。在本文中,我们关注基于扫描的可分区工作负载。我们表明,基于对大范围单节点数据库扫描工作负载的初步评估,智能手机总体上比最近提出的低功耗替代方案更节能,并且在窄元组(即列存储或压缩行存储)上操作时,收益变得更加显著。我们的初步结果非常令人鼓舞,显示效率提高了6倍,并指出了几个有希望的未来方向。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A case for micro-cellstores: energy-efficient data management on recycled smartphones
Increased energy costs and concerns for sustainability make the following question more relevant than ever: can we turn old or unused computing equipment into cost- and energy-efficient modules that can be readily repurposed? We believe the answer is yes, and our proposal is to turn unused smartphones into micro-data center composable modules. In this paper, we introduce the concept of a Micro-Cellstore (MCS), a stand-alone data-appliance housing dozens of recycled smartphones. Through detailed power and performance measurements on a Linux-based current-generation smartphone, we assess the potential of MCSs as a data management platform. In this paper we focus on scan-based partitionable workloads. We show that smartphones are overall more energy efficient than recently proposed low-power alternatives, based on an initial evaluation over a wide range of single-node database scan workloads, and that the gains become more significant when operating on narrow tuples (i.e., column-stores, or compressed row-stores). Our initial results are very encouraging, showing efficiency gains of up to 6×, and indicate several promising future directions.
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