Blockchain-based data deduplication using novel content-defined chunking algorithm in cloud environment

IF 1.5 4区 计算机科学 Q3 COMPUTER SCIENCE, INFORMATION SYSTEMS
Jabin Prakash J, Ramesh K, Saravanan K, Lakshmi Prabha G
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Abstract

The cloud environment is inherently dynamic as users are added immensely in a short duration. It is indeed difficult to manage such user profiles and associated data. Meanwhile, the cloud data expand at a twofold-to-threefold rate on average, making storage space management and data integrity maintenance a mandatory task but also risky. The main approaches for addressing these data maintenance challenges in a cloud context are deduplication and data protection. In order to manage storage space, finding and removing identical copies of the same data from the cloud are possible, resulting in a reduction in the amount of storage space needed. Furthermore, duplicate copies are considerably reduced in cloud storage owing to data deduplication. Here, a decentralized ledger public blockchain network is introduced to protect the Integrity of data stored in cloud storage. This research proposes data deduplication using speedy content-defined Chunking (SpeedyCDC) algorithm in the public blockchain. Many people and businesses outsource sensitive data to remote cloud servers because it considerably eliminates the hassle of managing software and infrastructure. However, the ownership and control rights of users data are nonetheless divided because it is outsourced to cloud storage providers (CSPs) and kept on a distant cloud. As a result, users have a great deal of difficulty in verifying the Integrity of sensitive data. Analysis using datasets from Geospatial Information Systems (GIS) revealed that the throughput increased by 5%–6% over that of the fastCDC technique, which offered Integrity since a blockchain network secured it.

Abstract Image

基于区块链的数据重复删除,在云环境中使用新颖的内容定义分块算法
云环境本质上是动态的,因为用户会在短时间内大量增加。管理这样的用户配置文件和相关数据确实很困难。与此同时,云数据以平均两到三倍的速度增长,使得存储空间管理和数据完整性维护成为一项强制性任务,但也存在风险。在云环境中解决这些数据维护挑战的主要方法是重复数据删除和数据保护。为了管理存储空间,可以从云中查找和删除相同数据的相同副本,从而减少所需的存储空间量。此外,由于重复数据删除,云存储中的重复副本大大减少。在这里,我们引入了一个去中心化的账本公共区块链网络来保护存储在云存储中的数据的完整性。本研究提出在公共bb0中使用快速内容定义分块(SpeedyCDC)算法进行数据重复删除。许多人和企业将敏感数据外包给远程云服务器,因为它大大消除了管理软件和基础设施的麻烦。然而,用户数据的所有权和控制权仍然是分开的,因为它被外包给云存储提供商(csp)并保存在远程云上。因此,用户在验证敏感数据的完整性方面存在很大的困难。使用地理空间信息系统(GIS)数据集进行的分析显示,吞吐量比fastCDC技术提高了5%-6%,fastCDC技术提供了完整性,因为区块链网络保护了它。
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来源期刊
International Journal of Network Management
International Journal of Network Management COMPUTER SCIENCE, INFORMATION SYSTEMS-TELECOMMUNICATIONS
CiteScore
5.10
自引率
6.70%
发文量
25
审稿时长
>12 weeks
期刊介绍: Modern computer networks and communication systems are increasing in size, scope, and heterogeneity. The promise of a single end-to-end technology has not been realized and likely never will occur. The decreasing cost of bandwidth is increasing the possible applications of computer networks and communication systems to entirely new domains. Problems in integrating heterogeneous wired and wireless technologies, ensuring security and quality of service, and reliably operating large-scale systems including the inclusion of cloud computing have all emerged as important topics. The one constant is the need for network management. Challenges in network management have never been greater than they are today. The International Journal of Network Management is the forum for researchers, developers, and practitioners in network management to present their work to an international audience. The journal is dedicated to the dissemination of information, which will enable improved management, operation, and maintenance of computer networks and communication systems. The journal is peer reviewed and publishes original papers (both theoretical and experimental) by leading researchers, practitioners, and consultants from universities, research laboratories, and companies around the world. Issues with thematic or guest-edited special topics typically occur several times per year. Topic areas for the journal are largely defined by the taxonomy for network and service management developed by IFIP WG6.6, together with IEEE-CNOM, the IRTF-NMRG and the Emanics Network of Excellence.
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