LT-TCO: A TCO Calculation Model of Data Centers for Long-Term Data Preservation

Wenrui Yan, Jie Yao, Q. Cao, Yifan Zhang
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Abstract

Data centers have been becoming public utilities to provide large-scale computing and storage services. The Total Cost of Ownership (TCO) models for such data centers are paramount to deeply understand their cost of investment and maintenance, the cost composition of internal components, and further cost optimization directions. Existing data center TCO models focus on either high-performance data centers or key subsystems such as IT facility, lacking of holistic analysis of the data centers designed for long-term data preservation. The long-term data centers can be built with different combinations of storage media such as HDDs, tapes, and optical discs. Meanwhile, during the long operation period, devices replacement and data migration are necessary and are not negligible in cost.In order to comprehensively and quantitatively understand the cost of long-term data preservations, we proposed LT-TCO, a TCO calculation model for data centers over time. LT-TCO simulates the construction and operation of a data center to calculate the expenditure of each year. It also introduces the cost of devices replacement and data migration during the long running period. Based on the storage media as optical discs, tapes, HDDs, and SSDs, LT-TCO evaluates the corresponding capital and operational expenditure under different developing rates. The simulation result shows that in long-term preservation, data migration cost takes more than 96% of the operational expenditure. And the TCO of optical disc data centers could be the least among four storage media.
lttco:面向数据长期保存的数据中心TCO计算模型
数据中心已经成为提供大规模计算和存储服务的公用事业。这些数据中心的总体拥有成本(TCO)模型对于深入了解其投资和维护成本、内部组件的成本构成以及进一步的成本优化方向至关重要。现有的数据中心TCO模型要么关注高性能数据中心,要么关注IT设施等关键子系统,缺乏对数据中心长期数据保存的整体分析。长期数据中心可以通过hdd、磁带和光盘等存储介质的不同组合来构建。同时,在较长的运行周期中,设备更换和数据迁移是必要的,成本不容忽视。为了全面和定量地了解长期数据保存的成本,我们提出了LT-TCO,一种数据中心随时间变化的TCO计算模型。LT-TCO模拟数据中心的建设和运营,计算每年的支出。同时还介绍了长期运行期间的设备更换成本和数据迁移成本。LT-TCO以光盘、磁带、hdd、ssd等存储介质为基础,评估不同发展速度下相应的资本和运营支出。仿真结果表明,在长期保存情况下,数据迁移成本占运营支出的96%以上。光盘数据中心的TCO可能是四种存储介质中最低的。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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