Publication
Title
Algorithms for efficient data management of component-based applications in cloud environments
Author
Abstract
Cloud environments face a growing demand for application hosting, and applications consisting of multiple data-sources and storage components. The need to ensure service level agreements for these types of applications creates important challenges for cloud infrastructure providers. The main contribution of this paper is an optimal cost-effective model and two algorithms to map component-based data oriented applications to cloud platforms. The first algorithm is based on an Integer Linear Programming formulation and minimizes an objective function, taking into account the capacities of the available nodes and links, as well as the customer requirements. This algorithm is able to obtain the optimal solution, but shows a limited scalability. For this reason a heuristic algorithm is designed to solve the scalability issue. The experimental results thoroughly compare the execution times and obtained node usage for both algorithms.
Language
English
Source (journal)
IEEE/IFIP Network Operations and Management Symposium : [proceedings] : NOMS. - Piscataway, NJ, 2000, currens
Source (book)
14th IEEE/IFIP Network Operations and Management Symposium (NOMS), MAY 05-09, 2014, Krakow, POLAND
Publication
New york : Ieee, 2014
Volume/pages
(2014), p. 1-8, 8 p.
ISI
000356862300033
Number
978-1-4799-0913-1
Full text (Publisher's DOI)
UAntwerpen
Faculty/Department
Research group
Publication type
Subject
Affiliation
Publications with a UAntwerp address
External links
Web of Science
Record
Identification
Creation 03.09.2015
Last edited 22.07.2017
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