Dynamic allocation and admission policies for QoS-aware provisioning systems. (1st January 2013)

• Record Type: Journal Article
• Authors: Mazzucco, Michele; Mazzara, Manuel; Dragoni, Nicola
• Is Part Of: International journal of critical computer-based systems. Volume 4:Number 1(2013)
• Page Start: 27
• Page End: 44
• Publication Date: 2013-01-01
• Subjects: admission policies -- QoS -- utility functions -- data centres -- autonomic systems -- web services -- middleware; Computer systems -- Periodicals; Computer architecture -- Periodicals; 004
• Languages: English
• ISSNs: 1757-8779

Abstract

We present an architecture of a hosting system consisting of a set of hosted web services subject to QoS constraints, and a certain number of servers used to run user's demand. The traffic is session-based, while provider and users agree on SLAs specifying the expected level of service performance such that the service provider is liable to compensate his/her customers if the level of performance is not satisfactory. The system is driven by a utility function which tries to optimise the average earned revenue per unit time. The middleware collects demand and performance statistics, and estimates traffic parameters in order to make dynamic decisions concerning server allocation and admission control. We empirically evaluate the effects of admission policies, resource allocation and service differentiation schemes on the achieved revenues, and we find that our system is robust enough to successfully deal with session-based traffic under different conditions.