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International Conference on Advanced Information Networking and Applications

AINA 2019: Advanced Information Networking and Applications pp 188–199Cite as

Dependability Analysis for On-Demand Computing Based Transaction Processing System

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Part of the book series: Advances in Intelligent Systems and Computing ((AISC,volume 926))

Abstract

This work is devoted to the dependability modeling and analysis for on-demand computing based transaction processing system. This paper proposes a stochastic differential equation (SDE) based on Ornstein-Uhlenbeck processes. The Wiener processes used in the proposed equations miss some important features of the transactional data. Jumps based on Gaussian jump diffusion process using normal distribution are added to the Wiener processes to make the estimation easy. The paper uses Particle Swarm Optimization (PSO) to estimate the jump diffusion parameters in the proposed model.

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Author information

Authors and Affiliations

  1. Computer Science and Engineering, National Institute of Technology Hamirpur, Hamirpur, 177005, Himachal Pradesh, India

    Dharmendra Prasad Mahato, Nagendra Pratap Singh & Kamlesh Dutta

  2. Computer Science and Engineering, Thapar University, Patiala, 147001, Punjab, India

    Jasminder Kaur Sandhu

Authors
  1. Dharmendra Prasad Mahato
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  2. Jasminder Kaur Sandhu
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  3. Nagendra Pratap Singh
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  4. Kamlesh Dutta
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Corresponding author

Correspondence to Dharmendra Prasad Mahato .

Editor information

Editors and Affiliations

  1. Department of Information and Communication Engineering, Fukuoka Institute of Technology, Fukuoka, Japan

    Leonard Barolli

  2. Department of Advanced Sciences, Hosei University, Koganei-Shi, Tokyo, Japan

    Makoto Takizawa

  3. Department of Computer Science, Technical University of Catalonia, Barcelona, Barcelona, Spain

    Fatos Xhafa

  4. Faculty of Business Administration, Rissho University, Tokyo, Japan

    Tomoya Enokido

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Cite this paper

Mahato, D.P., Sandhu, J.K., Singh, N.P., Dutta, K. (2020). Dependability Analysis for On-Demand Computing Based Transaction Processing System. In: Barolli, L., Takizawa, M., Xhafa, F., Enokido, T. (eds) Advanced Information Networking and Applications. AINA 2019. Advances in Intelligent Systems and Computing, vol 926. Springer, Cham. https://doi.org/10.1007/978-3-030-15032-7_17

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