Dynamic Cloud Resource Allocation Considering Overprovisioning

Authors

  • Paldurai K. , Harini Venkatraman , Pavithra Ramesh

Abstract

Resource allocation is the most important aspect of cloud computing and a
challenging topic of research. Cloud computing providers usually offer budding dynamic
algorithms. The proposed dynamic cloud reservation allocation (DCRA) algorithm aims to be
a hybrid algorithm combining on-demand and reservation phases in addition to checking
under and over-provisioning. Distributed computing arrangements are versatile assets for
superior modern applications. Since the inefficiency of distributing cloud assets can cause
colossal provisioning expenses and fluctuation in cloud requests, asset allotment turns into an
exceptionally testing issue. A hybrid strategy for allocating cloud assets as per the demands
of diverse internet service providers is suggested here. This technique is generated as a twostage algorithm which consists of reservation and dynamic phases of arrangement. Along
these lines, the resources allocated to a particular platform are limited by checking overprovisioning and under-provisioning. The calculation is assessed by utilizing various
analyses. The outcomes show its efficiency in progressively assigning cloud assets. Here it is
quantized by reducing the number of running platforms and thereby relieving the under or
overused resources.

Published

2020-12-01

Issue

Section

Articles