메뉴 건너뛰기
Journal of Computer Science
Volumn 9, Issue 10, 2013, Pages 1283-1294
Machine learning approaches in improving service level agreement-based admission control for a software-as-a-service provider in cloud
Author keywords

ANN better performance than SVM; Cloud with machine learning Techniques; Machine learning associated SLA based resource provisioning; SaaS with machine learning
Indexed keywords

EID: 84890353775     PISSN: 15493636     EISSN: None     Source Type: Journal    
DOI: 10.3844/jcssp.2013.1283.1294     Document Type: Article
Times cited : (8)
References (7)
  • 1
    • 79956268427 scopus 로고    scopus 로고
    • InterCloud: Utility-oriented federation of cloud computing environments for scaling of application services
    • May 21-23, Springer Berlin Heidelberg, Busan, Korea, DOI: 10.1007/978-3-642-13119-6_2
    • Buyya, R., R. Ranjan and R.N. Calheiros, 2010. InterCloud: Utility-oriented federation of cloud computing environments for scaling of application services. Proceedings of the 10th international conference on Algorithms and Architectures for Parallel Processing, May 21-23, Springer Berlin Heidelberg, Busan, Korea, pp: 13-31. DOI: 10.1007/978-3-642-13119-6_2
    • (2010) Proceedings of the 10th international conference on Algorithms and Architectures for Parallel Processing , pp. 13-31
    • Buyya, R.1    Ranjan, R.2    Calheiros, R.N.3
  • 2
    • 78650777991 scopus 로고    scopus 로고
    • CloudSim: A toolkit for modeling and simulation of cloud computing environments and evaluation of resource provisioning algorithms
    • DOI: 10.1002/spe.995
    • Calheiros, R.N., R. Ranjan, A. Beloglazov, C.A.F. De Rose and R. Buyya, 2011. CloudSim: A toolkit for modeling and simulation of cloud computing environments and evaluation of resource provisioning algorithms. Soft. Pract. Experience, 41: 23-50. DOI: 10.1002/spe.995
    • (2011) Soft. Pract. Experience , vol.41 , pp. 23-50
    • Calheiros, R.N.1    Ranjan, R.2    Beloglazov, A.3    De Rose, C.A.F.4    Buyya, R.5
  • 3
    • 84875103169 scopus 로고    scopus 로고
    • CloudSVM: Training an SVM classifier in cloud computing systems
    • Nov. 28-30, Springer Berlin Heidelberg, Istanbul, Turkey. DOI: 10.1007/978-3-642-37015-1_6
    • Catak, O.F. and M.E. Balaban, 2012. CloudSVM: Training an SVM classifier in cloud computing systems. Proceedings of the International Conference on Pervasive Computing and the Networked World, Nov. 28-30, Springer Berlin Heidelberg, Istanbul, Turkey, pp: 57-68. DOI: 10.1007/978-3-642-37015-1_6
    • (2012) Proceedings of the International Conference on Pervasive Computing and the Networked World , pp. 57-68
    • Catak, O.F.1    Balaban, M.E.2
  • 4
    • 77951434450 scopus 로고    scopus 로고
    • Learning based opportunistic admission control algorithm for MapReduce as a service
    • Feb. 25-27, ACM Press, New York, USA. DOI: 10.1145/1730874.1730903
    • Jaideep, D., N. Maheshwari and V. Varma, 2010. Learning based opportunistic admission control algorithm for MapReduce as a service. Proceedings of the 3rd India Software Engineering Conference, Feb. 25-27, ACM Press, New York, USA., pp: 153-160. DOI: 10.1145/1730874.1730903
    • (2010) Proceedings of the 3rd India Software Engineering Conference , pp. 153-160
    • Jaideep, D.1    Maheshwari, N.2    Varma, V.3
  • 5
    • 77954913391 scopus 로고    scopus 로고
    • Profit-driven service request scheduling in clouds
    • Cloud and Grid Computing, May 17-20, IEEE Xplore Press, Melbourne, Australia. DOI: 10.1109/CCGRID.2010.83
    • Lee, Y.C., C. Wang, A.Y. Zomaya and B.B. Zhou, 2010. Profit-driven service request scheduling in clouds. Proceedings of the 10th IEEE/ACM International Conference on Cluster, Cloud and Grid Computing, May 17-20, IEEE Xplore Press, Melbourne, Australia, pp: 15-24. DOI: 10.1109/CCGRID.2010.83
    • (2010) Proceedings of the 10th IEEE/ACM International Conference on Cluster , pp. 15-24
    • Lee, Y.C.1    Wang, C.2    Zomaya, A.Y.3    Zhou, B.B.4
  • 6
    • 84890354832 scopus 로고    scopus 로고
    • Neural networks cum cloud computing approach in diagnosis of cancer
    • Maithili, A., R.V. Kumari and S. Rajamanickam, 2012. Neural networks cum cloud computing approach in diagnosis of cancer. Int. J. Eng. Res. Applic., 2: 428-435.
    • (2012) Int. J. Eng. Res. Applic. , vol.2 , pp. 428-435
    • Maithili, A.1    Kumari, R.V.2    Rajamanickam, S.3
  • 7
    • 78449283065 scopus 로고    scopus 로고
    • Deadline constrained prediction of job resource requirements to manage high-level SLAs for SaaS cloud providers
    • University Politécnica de Catalunya.
    • Reig, G., J. Alonso and J. Guitart, 2010. Deadline constrained prediction of job resource requirements to manage high-level SLAs for SaaS cloud providers. University Politécnica de Catalunya.
    • (2010)
    • Reig, G.1    Alonso, J.2    Guitart, J.3

* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.