New trends of resource provisioning in multi-tier Cloud computing
Eawna, Marwah Hashim; Hamdy, Salma; El-Sayed M. El-Horbaty;
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).
Other data
Title | New trends of resource provisioning in multi-tier Cloud computing | Authors | Eawna, Marwah Hashim; Hamdy, Salma; El-Sayed M. El-Horbaty | Keywords | Ant Colony Optimization;Artificial Bees Colony;Cloud computing;multi-tier clouds;outsourced information technology;resources provisioning | Issue Date | 2-Feb-2016 | Publisher | IEEE | Start page | 224 | End page | 230 | Conference | 2015 IEEE Seventh International Conference on Intelligent Computing and Information Systems (ICICIS 2015) | ISBN | 9781509019496 | DOI | 10.1109/IntelCIS.2015.7397226 | Scopus ID | 2-s2.0-84969941306 |
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