scaleBF: A High Scalable Membership Filter using 3D Bloom Filter
Journal Title: International Journal of Advanced Computer Science & Applications - Year 2018, Vol 9, Issue 12
Abstract
Bloom Filter is extensively deployed data structure in various applications and research domain since its inception. Bloom Filter is able to reduce the space consumption in an order of magnitude. Thus, Bloom Filter is used to keep information of a very large scale data. There are numerous variants of Bloom Filters available, however, scalability is a serious dilemma of Bloom Filter for years. To solve this dilemma, there are also diverse variants of Bloom Filter. However, the time complexity and space complexity become the key issue again. In this paper, we present a novel Bloom Filter to address the scalability issue without compromising the performance, called scaleBF. scaleBF deploys many 3D Bloom Filter to filter the set of items. In this paper, we theoretically compare the contemporary Bloom Filter for scalability and scaleBF outperforms in terms of time complexity.
Authors and Affiliations
Ripon Patgiri, Sabuzima Nayak, Samir Kumar Borgohain
Keywords
Related Articles
- EP ID EP429245
- DOI 10.14569/IJACSA.2018.091277
- Views 114
- Downloads 0
Efficient Retrieval of Text for Biomedical Domain using Data Mining Algorithm
Data mining, a branch of computer science [1], is the process of extracting patterns from large data sets by combining methods from statistics and artificial intelligence with database management. Data mining is se...
Analysis of Efficient Cognitive Radio MAC Protocol for Ad Hoc Networks
Cognitive Radio (CR) is an emerging technology to exploit the existing spectrum dynamically. It can intelligently access the vacant spectrum frequency bands. Although a number of methodologies have been suggested for imp...
Building a Robust Client-Side Protection Against Cross Site Request Forgery
In recent years, the web has been an indispensable part of business all over the world and web browsers have become the backbones of today's systems and applications. Unfortunately, the number of web application attacks...
LIMIT CYCLE GENERATION FOR MULTI-MODAL AND 2-DIMENSIONAL PIECEWISE AFFINE CONTROL SYSTEMS
This paper considers a limit cycle control problem of a multi-modal and 2-dimensional piecewise affine control system. Limit cycle control means a controller design method to generate a limit cycle for given piecewise af...
Speaker Identification using Frequency Dsitribution in the Transform Domain
In this paper, we propose Speaker Identification using the frequency distribution of various transforms like DFT (Discrete Fourier Transform), DCT (Discrete Cosine Transform), DST (Discrete Sine Transform), Hartley...