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Big Data Meet Green Challenges: Greening Big Data

机译:大数据应对绿色挑战:绿色大数据

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摘要

Nowadays, there are two significant tendencies, how to process the enormous amount of data, big data, and how to deal with the green issues related to sustainability and environmental concerns. An interesting question is whether there are inherent correlations between the two tendencies in general. To answer this question, this paper firstly makes a comprehensive literature survey on how to green big data systems in terms of the whole life cycle of big data processing, and then this paper studies the relevance between big data and green metrics and proposes two new metrics, effective energy efficiency and effective resource efficiency in order to bring new views and potentials of green metrics for the future times of big data.
机译:如今,有两种重要趋势,即如何处理大量数据,大数据以及如何处理与可持续性和环境问题相关的绿色问题。一个有趣的问题是,两种趋势之间通常是否存在内在的关联。为了回答这个问题,本文首先就大数据处理的整个生命周期对绿色数据系统进行了全面的文献综述,然后研究了大数据与绿色指标之间的相关性,并提出了两个新的指标。 ,有效的能源效率和有效的资源效率,以便为大数据的未来时代带来绿色度量的新观点和潜力。

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