Scheduling algorithm for user requirements on cloud computing base on deadline and budget constraints

Nguyen Hoang Ha; Nguyễn Thanh Bình

doi:10.15625/1813-9663/31/3/5296

Scheduling algorithm for user requirements on cloud computing base on deadline and budget constraints

Nguyen Hoang Ha, Nguyễn Thanh Bình

Author affiliations

Authors

Nguyen Hoang Ha Hue University of Sciences, Vietnam
Nguyễn Thanh Bình Hue University of Sciences, Vietnam

DOI:

https://doi.org/10.15625/1813-9663/31/3/5296

Keywords:

Admission control, scheduling algorithms, constraint QoS, resource allocation

Abstract

The goal of the SaaS provider is the most profitable; the user's goal is to meet requirements as quickly as possible but still within budget and deadline. In this paper, a heuristic ACO (Ant Colony Optimization) is used to propose an algorithm to admission control, then building a scheduling algorithm based on the overlapping time between requests. The goal of both algorithms is to minimize the total execution time of the system, satisfying QoS constraints for all requirements and provide the greatest returned profit for SaaS providers. These two algorithms are set up and run a complete test on CloudSim, the experimental results are compared with sequential and EDF (Earliest Deadline First) algorithms.

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Published

14-09-2015

How to Cite

[1]

N. H. Ha and N. T. Bình, “Scheduling algorithm for user requirements on cloud computing base on deadline and budget constraints”, JCC, vol. 31, no. 3, p. 231, Sep. 2015.

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Issue

Vol. 31 No. 3 (2015)

Section

Computer Science

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