Determination of cloud adoption factor and Subordinate Virtual Cloud mechanism to overcome the performance issues in bigdata
Journal Title: International Journal for Research in Applied Science and Engineering Technology (IJRASET) - Year 2016, Vol 4, Issue 2
Abstract
Any large unstructured data sets with sizes beyond the ability of the software tools to manage and process within a tolerable elapsed time is rightly observed as bigdata. Cloud computing is delivery of on demand computing resources from application to data center over internet. Combining these two strong reliable platforms helps in tackling extraveneous real time problems and obtaining solutions for it. Cloud embedded bigdata supports inexpensive reliable storage and tools for analyzing structured and unstructured, semi streaming, click streaming and various types of data. The existing system tends to be more costlier because of cloud deployment costs and it is not elastic in nature. The subjective nature of cloud delivery to incoming data streams pulls back the efficiency of the system. The paper aims to minimize the cost for cloud adoption by determining the cloud adoption factors from Net present value computation and derives a mathematical expression for ‘α’(Cloud adoption factor). It also addresses the issues that affect the performance issues of bigdata by implementing subordinate virtual cloud mechanism to overcome the addressed bottlenecks.
Authors and Affiliations
Krishnamoorthy. V, Guhan. A, Jai Vignesh. T. R
Keywords
Related Articles
- EP ID EP21604
- DOI -
- Views 209
- Downloads 4
Finite Element Analysis of Bond Behaviour Between Concrete and Steel Reinforcing Bar by Pull Out
Bond strength is very important in reinforced concrete and it is necessary to create suitable bond between steel and surrounding concrete. Bond strength is the means by which load is transferred between steel and concre...
“Marker-Controlled Watershed Transform in Digital Mammogram Segmentation”
Breast cancer is one of the major causes of death among women thus; to detect the breast cancer in digital mammogram, firstly we have to segment it properly. Segmentation refers to the process of partitioning a digital...
Secure third-party auditing for user data in cloud using HLA with random masking algorithm
Cloud services allow individuals and businesses to use software and hardware that are managed by third parties at remote locations. The cloud facilitates on-demand self service, integrated availability of resources and...
Design of Tuning Methods for Fractional order PIλDμ Controller using PSO Algorithm
PID controllers are widely used in many industrial applications due to their simplicity and robustness. In conventional PID controllers such as Ziegler’s-Nicholas tuning method it has been found that the controller desi...
Electing a Cluster Head for Efficient Data Transmission in Wireless Networks
A cluster denotes a group of independent servers interconnected through a dedicated network to work as one centralized data processing resource. Clustering is a popular strategy for implementing parallel processing appl...