New trends of resource provisioning in multi-tier cloud computing

Marwah Hashim Eawna*, Salma Hamdy, El-Sayed M. El-Horbaty

*Corresponding author for this work

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (Scopus)

Abstract

Cloud Computing is an emerging trend in the outsourced information technology (OIT) and provides a lot of functions as services. However, it suffers from many challenges such as resource provisioning, integrity, federation, and security. This paper focuses on the major problem, resource provisioning, that explored by many companies and researchers as a critical problem. Such researches are attempted to find method that minimizes provisioning time and reduces the number of resources in the cloud environment. Consequently, this paper proposes a dynamic resources provisioning algorithm by using Artificial Bees Colony (ABC) and Ant Colony Optimization (ACO) and focus on time optimization in multi-tier clouds. Accordingly, the obtained results show that the ACO faster than other meta-heuristic algorithm such as ABC, Particle Swarm Optimization (PSO), Simulated Annealing (SA) and hybrid Particle Swarm Optimization-Simulated Annealing (PSO-SA).

Original languageEnglish
Title of host publication2015 IEEE Seventh International Conference on Intelligent Computing and Information Systems (ICICIS)
PublisherIEEE
Pages224-230
Number of pages7
ISBN (Electronic)9781509019502
ISBN (Print)9781509019496
DOIs
Publication statusPublished - 2015
Externally publishedYes
EventIEEE Seventh International Conference on Intelligent Computing and Information Systems : ICICS - Cairo, Egypt
Duration: 12 Dec 201514 Dec 2015

Conference

ConferenceIEEE Seventh International Conference on Intelligent Computing and Information Systems
CountryEgypt
CityCairo
Period12/12/1514/12/15

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