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 110
- Downloads 0
Generating Representative Sets and Summaries for Large Collection of Images Using Image Cropping Techniques and Result Comparison
The collection of photos hosted on photo archives and social networking sites has been increasing exponentially. It is really hard to get the summary of a large image set without browsing through the entire collection. I...
Numerical Evaluation of the Effect of Gradient on Reflection Coefficient of Continuously Graded Layer
This paper presents a numerical model, based on transfer matrix method, for modeling the propagation of surface acoustic waves at the interface formed by the coupling liquid and a continuously inhomogeneous thin layer on...
Security Risk Scoring Incorporating Computers' Environment
A framework of a Continuous Monitoring System (CMS) is presented, having new improved capabilities. The system uses the actual real-time configuration of the system and environment characterized by a Configuration Manage...
Improvement of Brain Tissue Segmentation Using Information Fusion Approach
The fusion of information is a domain of research in full effervescence these last years. Because of increasing of the diversity techniques of images acquisitions, the applications of medical images segmentation, in whic...
An Efficient Scheme for Real-time Information Storage and Retrieval Systems: A Hybrid Approach
Information storage and retrieval is the fundamental requirement for many real-time applications. These systems demand that data should be sorted all the time, real-time insertion, deletion and searching should be suppor...