Bridging data-capacity gap in big data storage

被引:24
作者
Bhat, Wasim Ahmad [1 ]
机构
[1] Univ Kashmir, Dept Comp Sci, Srinagar, Jammu & Kashmir, India
来源
FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE | 2018年 / 87卷
关键词
Big data; Data-capacity gap; Optical storage; DNA storage; Holographic storage; Magnetic storage; OPTICAL-DATA-STORAGE; SPONTANEOUS-EMISSION; INFORMATION-STORAGE; DIGITAL INFORMATION; 2-PHOTON EXCITATION; PHOTONIC CRYSTALS; MEMORY; DNA; GENERATION; DEVICES;
D O I
10.1016/j.future.2017.12.066
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
Big data is aggressive in its production, and with the merger of Cloud computing and loT, the huge volumes of data generated are increasingly challenging the storage capacity of data centres. This has led to a growing data-capacity gap in big data storage. Unfortunately, the limitations faced by current storage technologies have severely handicapped their potential to meet the storage demand of big data. Consequently, storage technologies with higher storage density, throughput and lifetime have been researched to overcome this gap. In this paper, we first introduce the working principles of three such emerging storage technologies, and justify their inclusion in the study based on the tremendous advances received by them in the recent past. These storage technologies include Optical data storage, DNA data storage & Holographic data storage. We then evaluate the recent advances received in storage density, throughput and lifetime of these emerging storage technologies, and compare them with the trends and advances in prevailing storage technologies. We finally discuss the implications of their adoption, evaluate their prospects, and highlight the challenges faced by them to bridge the data-capacity gap in big data storage. (C) 2018 Elsevier B.V. All rights reserved.
引用
收藏
页码:538 / 548
页数:11
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