Obm - an Optimal Bandwidth Management Strategy to Virtual Machines in Cloud Environment Using Predictive Analytics

Author

Damkondwar, Rohit ; Patne, Abhijay ; Patel, Surabhi ; Abraham, Jibi

Author_Institution

Coll. of Eng. Pune, Pune, India

fYear

2013

fDate

16-18 Oct. 2013

Firstpage

1

Lastpage

6

Abstract

Network bandwidth is a key resource in cloud computing. Its inefficient allocation still poses issues in a virtualized cloud environment. Efficient and dynamic resource allocation is essential to fulfill Quality of Service (QoS). In this paper, we propose an optimized dynamic bandwidth allocation strategy based on SLA and previous traffic statistics. The algorithm uses previous traffic statistics to predict future bandwidth requirement for every virtual machine. Optimized Bandwidth Manager (OBM) allocates this predicted bandwidth to virtual machine by applying readjusted bandwidth limits directly to the Virtual Network Interfaces.

Keywords

bandwidth allocation; cloud computing; quality of service; telecommunication traffic; virtual machines; OBM; cloud computing; cloud environment; network bandwidth; optimal bandwidth management strategy; optimized dynamic bandwidth allocation strategy; predictive analytics; quality of service; virtual machines; virtual network interfaces; Bandwidth; Channel allocation; Operating systems; Resource management; Virtual machine monitors; Virtual machining; Virtualization;

fLanguage

English

Publisher

ieee

Conference_Titel

Cloud Computing in Emerging Markets (CCEM), 2013 IEEE International Conference on

Conference_Location

Bangalore

Print_ISBN

978-1-4799-0027-5

Type

conf

DOI

10.1109/CCEM.2013.6684436

Filename

6684436