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2017 | OriginalPaper | Buchkapitel

SLA Life Cycle Automation and Management for Cloud Services

verfasst von : Waheed Aslam Ghumman, Alexander Schill

Erschienen in: Computer Networks

Verlag: Springer International Publishing

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Abstract

Cloud service providers mostly offer service level agreements (SLAs) in descriptive format which is not directly consumable by a machine or a system. Manual management of SLAs with growing usage of cloud services can be a challenging, erroneous and tedious task especially for the cloud service users (CSUs) acquiring multiple cloud services. The necessity of automating the complete SLA life cycle (which includes SLA description in machine readable format, negotiation, monitoring and management) becomes imminent due to complex requirements for the precise measurement of quality of service (QoS) parameters. In this work, the complete SLA life cycle management is presented using an extended SLA specification to support multiple CSU locations. A time efficient SLA negotiation technique is integrated with the extended SLA specification for concurrently negotiating with multiple cloud service providers (CSPs). After a successful negotiation process, the next major task in the SLA life cycle is to monitor the cloud services for ensuring the quality of service according to the agreed SLA. A distributed monitoring approach for the cloud SLAs is elaborated, in this work, which is suitable for services being used at single or multiple locations. The discussed monitoring approach reduces the number of communications of SLA violations to a monitoring coordinator by eliminating the unnecessary communications. The presented work on the complete SLA life cycle automation is evaluated and validated with the help of experiments and simulations.

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Fußnoten
2
Cloud service level agreement standardization guidelines by European Commission (2014). Available online at: https://​ec.​europa.​eu/​digital-single-market/​news/​cloud-service-level-agreement-standardisation-guidelines.
 
Literatur
1.
Zurück zum Zitat Andrieux, A., Czajkowski, K., Dan, A., Keahey, K., Ludwig, H., Nakata, T., Pruyne, J., Rofrano, J., Tuecke, S., Xu, M.: Web services agreement specification (WS-Agreement). Open Grid Forum. 128, 216 (2007) Andrieux, A., Czajkowski, K., Dan, A., Keahey, K., Ludwig, H., Nakata, T., Pruyne, J., Rofrano, J., Tuecke, S., Xu, M.: Web services agreement specification (WS-Agreement). Open Grid Forum. 128, 216 (2007)
2.
Zurück zum Zitat Correia, A., Amaral, V., et al.: SLALOM: a language for SLA specification and monitoring (2011). arXiv preprint arXiv:1109.6740 Correia, A., Amaral, V., et al.: SLALOM: a language for SLA specification and monitoring (2011). arXiv preprint arXiv:​1109.​6740
3.
Zurück zum Zitat Faniyi, F., Bahsoon, R.: A systematic review of service level management in the cloud. ACM Comput. Surv. 48(3), 43:1–43:27 (2015)CrossRef Faniyi, F., Bahsoon, R.: A systematic review of service level management in the cloud. ACM Comput. Surv. 48(3), 43:1–43:27 (2015)CrossRef
4.
Zurück zum Zitat Ghumman, W.A., Schill, A., Lässig, J.: The flip-flop SLA negotiation strategy using concession extrapolation and 3D utility function. In: IEEE 2nd International Conference on Collaboration and Internet Computing, pp. 159–168, November 2016 Ghumman, W.A., Schill, A., Lässig, J.: The flip-flop SLA negotiation strategy using concession extrapolation and 3D utility function. In: IEEE 2nd International Conference on Collaboration and Internet Computing, pp. 159–168, November 2016
5.
Zurück zum Zitat Ghumman, W.A., Schill, A.: Structural specification for the SLAs in cloud computing (S3LACC). In: 13th International Conference on the Economics of Grids, Clouds, Systems, and Services, September 2016 Ghumman, W.A., Schill, A.: Structural specification for the SLAs in cloud computing (S3LACC). In: 13th International Conference on the Economics of Grids, Clouds, Systems, and Services, September 2016
6.
Zurück zum Zitat Ghumman, W.A., Schill, A.: Continuous and distributed monitoring of cloud SLAs using S3LACC. In: The 11th IEEE International Symposium on Service-Oriented System Engineering, April 2017 Ghumman, W.A., Schill, A.: Continuous and distributed monitoring of cloud SLAs using S3LACC. In: The 11th IEEE International Symposium on Service-Oriented System Engineering, April 2017
7.
Zurück zum Zitat Joshi, K.P., Pearce, C.: Automating cloud service level agreements using semantic technologies. In: 2015 IEEE International Conference on Cloud Engineering (IC2E), pp. 416–421. IEEE (2015) Joshi, K.P., Pearce, C.: Automating cloud service level agreements using semantic technologies. In: 2015 IEEE International Conference on Cloud Engineering (IC2E), pp. 416–421. IEEE (2015)
8.
Zurück zum Zitat Kearney, K.T., Torelli, F., Kotsokalis, C.: SLA*: an abstract syntax for service level agreements. In: 11th IEEE/ACM International Conference on Grid Computing, pp. 217–224, October 2010 Kearney, K.T., Torelli, F., Kotsokalis, C.: SLA*: an abstract syntax for service level agreements. In: 11th IEEE/ACM International Conference on Grid Computing, pp. 217–224, October 2010
9.
Zurück zum Zitat Keller, A., Ludwig, H.: The WSLA framework: specifying and monitoring service level agreements for web services. J. Netw. Syst. Manage. 11(1), 57–81 (2003)CrossRef Keller, A., Ludwig, H.: The WSLA framework: specifying and monitoring service level agreements for web services. J. Netw. Syst. Manage. 11(1), 57–81 (2003)CrossRef
10.
Zurück zum Zitat Kotsokalis, C., Yahyapour, R., Rojas Gonzalez, M.A.: Modeling service level agreements with binary decision diagrams. In: Baresi, L., Chi, C.-H., Suzuki, J. (eds.) ICSOC/ServiceWave-2009. LNCS, vol. 5900, pp. 190–204. Springer, Heidelberg (2009). doi:10.1007/978-3-642-10383-4_13 CrossRef Kotsokalis, C., Yahyapour, R., Rojas Gonzalez, M.A.: Modeling service level agreements with binary decision diagrams. In: Baresi, L., Chi, C.-H., Suzuki, J. (eds.) ICSOC/ServiceWave-2009. LNCS, vol. 5900, pp. 190–204. Springer, Heidelberg (2009). doi:10.​1007/​978-3-642-10383-4_​13 CrossRef
11.
Zurück zum Zitat Kouki, Y., Ledoux, T.: CSLA: a language for improving cloud SLA management. In: International Conference on Cloud Computing and Services Science, CLOSER, vol. 2012, pp. 586–591 (2012) Kouki, Y., Ledoux, T.: CSLA: a language for improving cloud SLA management. In: International Conference on Cloud Computing and Services Science, CLOSER, vol. 2012, pp. 586–591 (2012)
12.
Zurück zum Zitat Lamanna, D.D., Skene, J., Emmerich, W.: Specification language for service level agreements. EU IST 34069 (2003) Lamanna, D.D., Skene, J., Emmerich, W.: Specification language for service level agreements. EU IST 34069 (2003)
13.
Zurück zum Zitat Maarouf, A., Marzouk, A., Haqiq, A.: Practical modeling of the SLA life cycle in cloud computing. In: 2015 15th International Conference on Intelligent Systems Design and Applications (ISDA), pp. 52–58, December 2015 Maarouf, A., Marzouk, A., Haqiq, A.: Practical modeling of the SLA life cycle in cloud computing. In: 2015 15th International Conference on Intelligent Systems Design and Applications (ISDA), pp. 52–58, December 2015
14.
Zurück zum Zitat Moscato, F., Aversa, R., Martino, B.D., Forti, T.F., Munteanu, V.: An analysis of mOSAIC ontology for cloud resources annotation. In: Federated Conference on Computer Science and Information Systems, pp. 973–980, September 2011 Moscato, F., Aversa, R., Martino, B.D., Forti, T.F., Munteanu, V.: An analysis of mOSAIC ontology for cloud resources annotation. In: Federated Conference on Computer Science and Information Systems, pp. 973–980, September 2011
15.
Zurück zum Zitat Rak, M., Venticinque, S., Máhr, T., Echevarria, G., Esnal, G.: Cloud application monitoring: the mOSAIC approach. In: IEEE Third International Conference on Cloud Computing Technology and Science (CloudCom), pp. 758–763, November 2011 Rak, M., Venticinque, S., Máhr, T., Echevarria, G., Esnal, G.: Cloud application monitoring: the mOSAIC approach. In: IEEE Third International Conference on Cloud Computing Technology and Science (CloudCom), pp. 758–763, November 2011
16.
Zurück zum Zitat Rak, M., Aversa, R., Venticinque, S., Martino, B.: User centric service level management in mOSAIC applications. In: Alexander, M., et al. (eds.) Euro-Par 2011. LNCS, vol. 7156, pp. 106–115. Springer, Heidelberg (2012). doi:10.1007/978-3-642-29740-3_13 CrossRef Rak, M., Aversa, R., Venticinque, S., Martino, B.: User centric service level management in mOSAIC applications. In: Alexander, M., et al. (eds.) Euro-Par 2011. LNCS, vol. 7156, pp. 106–115. Springer, Heidelberg (2012). doi:10.​1007/​978-3-642-29740-3_​13 CrossRef
18.
Zurück zum Zitat Stamou, K., Kantere, V., Morin, J.H., Georgiou, M.: A SLA graph model for data services. In: Proceedings of the Fifth International Workshop on Cloud Data Management, pp. 27–34, October 2013 Stamou, K., Kantere, V., Morin, J.H., Georgiou, M.: A SLA graph model for data services. In: Proceedings of the Fifth International Workshop on Cloud Data Management, pp. 27–34, October 2013
19.
Zurück zum Zitat Zhang, S., Song, M.: An architecture design of life cycle based SLA management. In: Proceedings of the 12th International Conference on Advanced Communication Technology, pp. 1351–1355, February 2010 Zhang, S., Song, M.: An architecture design of life cycle based SLA management. In: Proceedings of the 12th International Conference on Advanced Communication Technology, pp. 1351–1355, February 2010
Metadaten
Titel
SLA Life Cycle Automation and Management for Cloud Services
verfasst von
Waheed Aslam Ghumman
Alexander Schill
Copyright-Jahr
2017
DOI
https://doi.org/10.1007/978-3-319-59767-6_25

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