Abstract
Cloud outages may cause heavy economic losses for customers, who may ask the cloud provider for compensation. Cloud providers may therefore wish to insure themselves against that risk. Considering a scenario where outages take place according to a Poisson process and their duration follows a generalized Pareto model, we provide formulas to properly set the insurance premium under three measures of outage severity: number of outages, number of long outages, unavailability. We also assess the sustainability of refunds, by setting thresholds on unit refund per damaging events.
References
Bala, A., Chana, I.: Fault tolerance-challenges, techniques and implementation in cloud computing. IJCSI Int. J. Comput. Sci. Issues 9(1), 288–293 (2012)
Bartolini, C., El Kateb, D., Le Traon, Y., Hagen, D.: Cloud providers viability: how to address it from an IT and legal perspective? In: Altmann, J., Silaghi, G.C., Rana, O.F. (eds.) GECON 2015. LNCS, vol. 9512, pp. 281–295. Springer, Cham (2016). doi:10.1007/978-3-319-43177-2_19
Baset, S.A.: Cloud SLAs: present and future. ACM SIGOPS Operating Syst. Rev. 46(2), 57–66 (2012)
Beichelt, F.: Stochastic Processes in Science, Engineering and Finance. Chapman & Hall/CRC, Boca Raton (2006)
Bermbach, D.: Quality of cloud services: Expect the unexpected. IEEE Internet Comput. 21(1), 68–72 (2017)
Böhme, R., Kataria, G.: Models and Measures for Correlation in Cyber-Insurance. In: DIMACS Workshop on Information Security Economics, 18–19 January 2007
Bouillet, E., Mitra, D., Ramakrishnan, K.: The structure and management of service level agreements in networks. IEEE J. Sel. Areas. Commun. 20(4), 691–699 (2002)
Bruneo, D.: A stochastic model to investigate data center performance and QoS in IaaS cloud computing systems. IEEE Trans. Parallel Distrib. Syst. 25(3), 560–569 (2014)
Buyya, R., Ranjan, R., Calheiros, R.N.: Modeling and simulation of scalable cloud computing environments and the cloudsim toolkit: Challenges and opportunities. In: International Conference on High Performance Computing & Simulation, HPCS 2009, pp. 1–11. IEEE (2009)
Cheng, X., Bounfour, A.: Performance analysis of public cloud computing providers. In: Tenth Mediterranean Conference on Information Systems (MCIS) (2016)
Cholda, P., Følstad, E.L., Helvik, B.E., Kuusela, P., Naldi, M., Norros, I.: Towards risk-aware communications networking. Rel. Eng. Sys. Safety 109, 160–174 (2013)
Dübendorfer, T., Wagner, A., Plattner, B.: An economic damage model for large-scale internet attacks. In: 13th IEEE International Workshops on Enabling Technologies (WETICE 2004), pp. 223–228, 14–16 June 2004
Franke, U., Buschle, M., Österlind, M.: An experiment in SLA decision-making. In: Altmann, J., Vanmechelen, K., Rana, O.F. (eds.) GECON 2013. LNCS, vol. 8193, pp. 256–267. Springer, Cham (2013). doi:10.1007/978-3-319-02414-1_19
Ghosh, R., Longo, F., Frattini, F., Russo, S., Trivedi, K.S.: Scalable analytics for IaaS cloud availability. IEEE Trans. Cloud Comput. 2(1), 57–70 (2014)
Hogben, G., Pannetrat, A.: Mutant apples: a critical examination of cloud SLA availability definitions. In: 2013 IEEE 5th International Conference on Cloud Computing Technology and Science (CloudCom), vol. 1, pp. 379–386. IEEE (2013)
Hu, Z., Zhu, L., Ardi, C., Katz-Bassett, E., Madhyastha, H.V., Heidemann, J., Yu, M.: The need for end-to-end evaluation of cloud availability. In: Faloutsos, M., Kuzmanovic, A. (eds.) PAM 2014. LNCS, vol. 8362, pp. 119–130. Springer, Cham (2014). doi:10.1007/978-3-319-04918-2_12
Jhawar, R., Piuri, V., Santambrogio, M.: Fault tolerance management in cloud computing: a system-level perspective. IEEE Syst. J. 7(2), 288–297 (2013)
Kaas, R., Goovaerts, M., Dhaene, J., Denuit, M.: Modern Actuarial Risk Theory. Springer, Heidelberg (2004)
Mansouri, Y., Buyya, R.: To move or not to move: Cost optimization in a dual cloud-based storage architecture. J. Netw. Comput. Appl. 75, 223–235 (2016)
Mastroeni, L., Naldi, M.: Network protection through insurance: premium computation for the on-off service model. In: 8th International Workshop on the Design of Reliable Communication Networks DRCN, Krakow, Poland, pp. 46–53, 10–12 October 2011
Mastroeni, L., Naldi, M.: Pricing of insurance policies against cloud storage price rises. SIGMETRICS Perform. Eval. Rev. 40(2), 42–45 (2012)
Mastroeni, L., Naldi, M.: Compensation policies and risk in service level agreements: a value-at-risk approach under the ON-OFF service model. In: Cohen, J., Maillé, P., Stiller, B. (eds.) ICQT 2011. LNCS, vol. 6995, pp. 2–13. Springer, Heidelberg (2011). doi:10.1007/978-3-642-24547-3_2
Morshedlou, H., Meybodi, M.R.: Decreasing impact of SLA violations: a proactive resource allocation approach for cloud computing environments. IEEE Trans. Cloud Comput. 2(2), 156–167 (2014)
Nabi, M., Toeroe, M., Khendek, F.: Availability in the cloud: state of the art. J. Netw. Comput. Appl. 60, 54–67 (2016)
Naldi, M.: The availability of cloud-based services: is it living up to its promise? In: 9th International Conference on the Design of Reliable Communication Networks, DRCN 2013, Budapest, Hungary, pp. 282–289 (2013)
Naldi, M.: Balancing leasing and insurance costs to achieve total risk coverage in cloud storage multi-homing. In: Altmann, J., Vanmechelen, K., Rana, O.F. (eds.) GECON 2014. LNCS, vol. 8914, pp. 146–158. Springer, Cham (2014). doi:10.1007/978-3-319-14609-6_10
Naldi, M.: Accuracy of third-party cloud availability estimation through ICMP. In: 39th International Conference on Telecommunications and Signal Processing (TSP), pp. 40–43. IEEE, Vienna (2016)
Naldi, M.: Evaluation of customers losses and value-at-risk under cloud outages. In: 2017 40th International Conference on Telecommunications and Signal Processing (TSP). IEEE (2017)
Naldi, M.: ICMP-based third-party estimation of cloud availability. Int. J. Adv. Telecommun. Electrotechnics Signals Syst. 6(1), 11–18 (2017)
Naldi, M., D’Acquisto, G.: A normal copula model for the economic risk analysis of correlated failures in communications networks. J. UCS 14(5), 786–799 (2008)
Naldi, M., Mastroeni, L.: Violation of service availability targets in service level agreements. In: Federated Conference on Computer Science and Information Systems - FedCSIS 2011, Szczecin, Poland. pp. 537–540, 18–21 September 2011
Naldi, M., Mastroeni, L.: Economic decision criteria for the migration to cloud storage. Eur. J. Inf. Syst. 25(1), 16–28 (2016)
Pesola, M.: Network protection is a key stroke. Financial Times, FT Business Continuity, 9 March 2004
Petcu, D.: Service quality assurance in multi-clouds. In: Altmann, J., Silaghi, G.C., Rana, O.F. (eds.) GECON 2015. LNCS, vol. 9512, pp. 81–97. Springer, Cham (2016). doi:10.1007/978-3-319-43177-2_6
Poularikas, A.D.: Probability and stochastic processes. In: Poularikas, A.D. (ed.) The Handbook of Formulas and Tables for Signal Processing. CRC Press (1999)
Pratt, J.W.: Risk aversion in the small and in the large. Econometrica 32(1–2), 122–136 (1964)
Rittinghouse, J.W., Ransome, J.F.: Cloud Computing: Implementation, Management, and Security. CRC Press (2016)
Serrano, D., Bouchenak, S., Kouki, Y., de Oliveira Jr., F.A., Ledoux, T., Lejeune, J., Sopena, J., Arantes, L., Sens, P.: Sla guarantees for cloud services. Future Gener. Comput. Syst. 54, 233–246 (2016)
Sherif, M.H.: Managing Projects in Telecommunication Services. Wiley, New York (2006)
Wustenhoff, E.: Service Level Agreement in the Data Center. Sun BluePrints OnLine, April 2002
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Mastroeni, L., Naldi, M. (2017). Insurance Pricing and Refund Sustainability for Cloud Outages. In: Pham, C., Altmann, J., Bañares, J. (eds) Economics of Grids, Clouds, Systems, and Services. GECON 2017. Lecture Notes in Computer Science(), vol 10537. Springer, Cham. https://doi.org/10.1007/978-3-319-68066-8_1
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DOI: https://doi.org/10.1007/978-3-319-68066-8_1
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