Study on Data De-Duplication Based on Bloom Filter in Fault Tolerant Erasure Codes
Erasure codes have become a mainstream fault-tolerant method in the field of cloud storage fault tolerance. Erasure codes will be the data from the file level storage into a block level storage, there will be a lot of repeat encoding block. Data De-duplication technique provide an effective
solution to the minimization of storage. Bloom filter is a kind of space efficient data structure, which is suitable for the query in finite space. To solve the problem of erasure codes repetition coding block, it proposes a global bloom filter array efficient methods, and through the dynamic
expansion of the standard Bloom filters and set up a global dynamic bloom filter array GDBFA, so as to effectively control the system false positive rate. Experiments show that: GDBFA has the characteristics of high De-duplication rate, low false positive rate, and less influence on the performance
of fault tolerance.
Keywords: Bloom Filter; De-Duplication; Erasure Codes; Fault Tolerance
Document Type: Research Article
Affiliations: 1: College of Computer Science and Elctronic Engineering, Hunan University, 410082, China 2: Department of Information Technology, Hunan Police Academy, Changsha, 410138, China
Publication date: 01 January 2016
- Journal of Computational and Theoretical Nanoscience is an international peer-reviewed journal with a wide-ranging coverage, consolidates research activities in all aspects of computational and theoretical nanoscience into a single reference source. This journal offers scientists and engineers peer-reviewed research papers in all aspects of computational and theoretical nanoscience and nanotechnology in chemistry, physics, materials science, engineering and biology to publish original full papers and timely state-of-the-art reviews and short communications encompassing the fundamental and applied research.
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