Building Trustworthy And Resourceful Interrogation Services In The Cloud Using Knn-R Algorithm
Journal Title: International Journal of Science Engineering and Advance Technology - Year 2015, Vol 3, Issue 11
Abstract
Today’s , peoples are prevalently used cloud computing platform. In this platform user can save their outlay and time by using interrogation services in cloud info. In these info sometimes data owner does not transfer in to cloud, because information may be factotum from the malevolent users when they use in cloud if not the secure data and also secrecy of a interrogation is guaranteed. In cloud, to intensification the efficiency of interrogation processing and to save the workload of interrogation processing, it is necessary to provide secure interrogation service to user. To fully realize the benefits of cloud computing the workload must be reduced and resourceful interrogation processing must be provided. Therefore, to provide trustworthy and resourceful interrogation service RASP method is proposed, where RASP denotes Random Space Perturbation. Data Perturbation technique allows users to ascertain key summary information about the data that is not distorted and does not lead to a safe keeping breach. Exclusive safe keeping features are provided by the RASP. The RASP approach satisfies the data Trustworthyity, interrogation Secrecy, Resourceful interrogation processing and Low working outlay (CPEL) criteria for hosting queries in the cloud. KNN R algorithm is used here to process the Range interrogation to the kNN interrogation. The random space perturbation (RASP) data perturbation method to provide secure and resourceful range interrogation and kNN interrogation services for protected data in the cloud. The RASP data perturbation method combines order preserving encryption, dimensionality expansion, random noise injection, and random projection, to provide strong resilience to attacks on the perturbed data and queries. It also preserves multidimensional ranges, which allows prevailing indexing techniques to be applied to speedup range interrogation processing. The kNN R algorithm is designed to work with the RASP range interrogation algorithm to process the kNN queries.Key Words: interrogation services in the cloud, low in house processing, RASP perturbation, Range interrogation, KNN interrogation.
Authors and Affiliations
R Naga Sudha| Student of M.Tech (CSE) and Department of Computer Science Engineering, G Nirmala| Sr Asst.Prof, Department of Computer Science and Engineering, Sir C R Reddy College of Engineering, Eluru, W.G.DIST
Keywords
Related Articles
- EP ID EP16629
- DOI -
- Views 322
- Downloads 13
A Novel Control Scheme for a Stand-Alone Wind Energy Conversion System
This work presents control plot for a remain solitary wind vitality change framework. Vitality is the thought to be the essential contribution for improvement. At present attributable to the exhaustion of accessible o...
Safety prerequisite for coal mine using Wireless Sensor Technique and Artificial Intelligence Technology
Coal mines are the great source of goods for which we are highly dependent. It plays a vital role for the development of growth of nation. Here in this paper we are focusing over the safety prerequisite for the coal...
A Secure and authorized Duplication model in Cloud Using multi-layered cryptosystem based
the present a scheme that permits a more fine-grained trade-off. The intuition is that outsourced data may require different levels of the protection, depending on how to popular it is: content shared by many users,...
Green Internet Routing Between Traffic Volume and Power Consumption
We plan a green Internet routing plan, where the routing can lead movement in a way that is green. We contrast from past reviews where they switch organize parts, for example, line cards and routers, into rest mode....
Easing Operative User Steering through Website Construction Development
Data Mining is a step of Knowledge Discovery in Databases. Clustering can be considered the most important unsupervised learning method so, as every other problem of this kind, it deals with finding a arrangement in...