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Volumn , Issue , 2014, Pages 124-127

Cloud resource auto-scaling system based on hidden markov model (HMM)

Author keywords

Cloud computing; Hidden Markov model; proactive auto scaling; resource provisioning

Indexed keywords

CLOUD COMPUTING; EXPERIMENTS; SEMANTICS;

EID: 84906969179     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICSC.2014.43     Document Type: Conference Paper
Times cited : (20)

References (15)
  • 3
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    • L. R. Rabiner, "A tutorial on hidden Markov models and selected applications in speech recognition," Proceedings of the IEEE, vol. 77, No. 2, p.p 257-285, 1989
    • (1989) Proceedings of the IEEE , vol.77 , Issue.2 , pp. 257-285
    • Rabiner, L.R.1
  • 4
    • 77954118685 scopus 로고    scopus 로고
    • An introduction to hidden Markov models and Bayesian networks
    • World Scientific Publishing Co., Inc., River Edge
    • Z. Ghahramani, "An introduction to hidden Markov models and Bayesian networks," Hidden Markov models: applications in computer vision, World Scientific Publishing Co., Inc., River Edge, 2001
    • (2001) Hidden Markov Models: Applications in Computer Vision
    • Ghahramani, Z.1
  • 6
    • 84906989409 scopus 로고    scopus 로고
    • Online. Available:
    • HMM Weka extention, 2011, Online. Available: http://www.doc.gold.ac.uk/ ~mas02mg/software/hmmweka/index.html
    • (2011) HMM Weka Extention
  • 10
    • 80052804663 scopus 로고    scopus 로고
    • Empirical prediction models for adaptive resource provisioning in the cloud
    • S. Islam, J. Keung, K. Lee, A. Liu, "Empirical prediction models for adaptive resource provisioning in the cloud," Future Generation Computer Systems, vol. 28, no. 1, pp 155-165, 2012
    • (2012) Future Generation Computer Systems , vol.28 , Issue.1 , pp. 155-165
    • Islam, S.1    Keung, J.2    Lee, K.3    Liu, A.4
  • 12
    • 84880333735 scopus 로고    scopus 로고
    • Applying reinforcement learning towards automating resource allocation and application scalability in the cloud
    • E. Barrett, E. Howley, J. Duggan, "Applying reinforcement learning towards automating resource allocation and application scalability in the cloud," Cuncurrency and Computation: Practice and Experience, vol. 25, no. 12, pp 1656-1674, 2013
    • (2013) Cuncurrency and Computation: Practice and Experience , vol.25 , Issue.12 , pp. 1656-1674
    • Barrett, E.1    Howley, E.2    Duggan, J.3
  • 15
    • 84901004024 scopus 로고    scopus 로고
    • [Online], Available:
    • Amazon CloudWatch, 2013. [Online], Available: http://aws.amazon.com/ cloudwatch/
    • (2013) Amazon Cloud Watch


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.