Abstract
This paper presents a load-balanced transaction scheduling algorithm for maximizing reliability. The algorithm is based on the antlion optimizer method. Maximization of reliability in a grid system is an NP-hard problem. The paper compares the proposed algorithm with existing famous meta-heuristic algorithms. The result analysis shows that the proposed algorithm performs better compared to other algorithms.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Similar content being viewed by others
References
Shatz, S.M., Wang, J.P.: Models and algorithms for reliability-oriented task-allocation in redundant distributed-computer systems. IEEE Trans. Reliab. 38(1), 16–27 (1989)
Mirjalili, S.M., Jangir, P., Saremi, S.: Multi-objective ant lion optimizer: a multi-objective optimization algorithm for solving engineering problems. Appl. Intell. 46, 79–95 (2016)
Shatz, S.M., Wang, J.P., Goto, M.: Task allocation for maximizing reliability of distributed computer systems. IEEE Trans. Comput. 41(9), 1156–1168 (1992)
Mahato, D.P., Singh, R.S.: On maximizing reliability of grid transaction processing system considering balanced task allocation using social spider optimization. Swarm Evol. Comput. 38, 202–217 (2018)
Mahato, D.P.: CPNs based reliability modeling for on-demand computing based transaction processing. In: Proceedings of the 47th International Conference on Parallel Processing Companion, pp. 1–4 (2018)
Mahato, D.P., Singh, R.S.: Reliability modeling and analysis for deadline-constrained grid service. In: 2018 32nd International Conference on Advanced Information Networking and Applications Workshops (WAINA), pp. 75–81. IEEE (2018)
Mainkar, V.: Availability analysis of transaction processing systems based on user-perceived performance. In: 1997 IEEE the Sixteenth Symposium on Reliable Distributed Systems: Proceedings, pp. 10–17 (1997)
Lipowski, A., Lipowska, D.: Roulette-wheel selection via stochastic acceptance. Phys. A: Stat. Mech. Appl. 391(6), 2193–2196 (2012). http://www.sciencedirect.com/science/article/pii/S0378437111009010
Chang, R.-S., Chang, J.-S., Lin, P.-S.: An ant algorithm for balanced job scheduling in grids. Future Gener. Comput. Syst. 25(1), 20–27 (2009). http://www.sciencedirect.com/science/article/pii/S0167739X08000848
Tang, F., Li, M., Huang, J.Z.: Real-time transaction processing for autonomic grid applications. Eng. Appl. Artif. Intell. 17(7), 799–807 (2004). Autonomic Computing Systems. http://www.sciencedirect.com/science/article/pii/S0952197604001228
Author information
Authors and Affiliations
Corresponding author
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2021 The Author(s), under exclusive license to Springer Nature Switzerland AG
About this paper
Cite this paper
Mahato, D.P., Pham, V.H. (2021). Antlion Optimizer Based Load-Balanced Transaction Scheduling for Maximizing Reliability. In: Barolli, L., Woungang, I., Enokido, T. (eds) Advanced Information Networking and Applications. AINA 2021. Lecture Notes in Networks and Systems, vol 226. Springer, Cham. https://doi.org/10.1007/978-3-030-75075-6_6
Download citation
DOI: https://doi.org/10.1007/978-3-030-75075-6_6
Published:
Publisher Name: Springer, Cham
Print ISBN: 978-3-030-75074-9
Online ISBN: 978-3-030-75075-6
eBook Packages: Intelligent Technologies and RoboticsIntelligent Technologies and Robotics (R0)