{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,9,9]],"date-time":"2024-09-09T08:36:22Z","timestamp":1725870982087},"publisher-location":"Cham","reference-count":23,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783319491776"},{"type":"electronic","value":"9783319491783"}],"license":[{"start":{"date-parts":[[2016,1,1]],"date-time":"2016-01-01T00:00:00Z","timestamp":1451606400000},"content-version":"unspecified","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2016]]},"DOI":"10.1007\/978-3-319-49178-3_32","type":"book-chapter","created":{"date-parts":[[2016,11,9]],"date-time":"2016-11-09T02:17:26Z","timestamp":1478657846000},"page":"423-434","source":"Crossref","is-referenced-by-count":1,"title":["Prediction of Virtual Networks Substrata Failures"],"prefix":"10.1007","author":[{"given":"Baker","family":"Alrubaiey","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jemal","family":"Abawajy","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2016,11,10]]},"reference":[{"key":"32_CR1","unstructured":"Maciel, P., Trivedi, K., Kim, D.: Dependability modeling. In: Performance and Dependability in Service Computing: Concepts, Techniques and Research Directions, vol. 13. IGI Global, Hershey (2010)"},{"key":"32_CR2","doi-asserted-by":"crossref","first-page":"37","DOI":"10.1109\/SURV.2009.090304","volume":"11","author":"A Callado","year":"2009","unstructured":"Callado, A., Kamienski, C., Szabo, G., Gero, B., Kelner, J., Fernandes, S., et al.: A survey on internet traffic identification. IEEE Commun. Surv. Tutorials 11, 37\u201352 (2009)","journal-title":"IEEE Commun. Surv. Tutorials"},{"key":"32_CR3","doi-asserted-by":"crossref","unstructured":"Markopoulou, A., Iannaccone, G., Bhattacharyya, S., Chuah, C.-N., Diot, C.: Characterization of failures in an IP backbone. In: Twenty-Third Annual Joint Conference of the IEEE Computer and Communications Societies, INFOCOM 2004, pp. 2307\u20132317 (2004)","DOI":"10.1109\/INFCOM.2004.1354653"},{"key":"32_CR4","doi-asserted-by":"crossref","first-page":"749","DOI":"10.1109\/TNET.2007.902727","volume":"16","author":"A Markopoulou","year":"2008","unstructured":"Markopoulou, A., Iannaccone, G., Bhattacharyya, S., Chuah, C.-N., Ganjali, Y., Diot, C.: Characterization of failures in an operational IP backbone network. IEEE\/ACM Trans. Networking (TON) 16, 749\u2013762 (2008)","journal-title":"IEEE\/ACM Trans. Networking (TON)"},{"key":"32_CR5","doi-asserted-by":"crossref","unstructured":"Gill, P., Jain, N., Nagappan, N.: Understanding network failures in data centers: measurement, analysis, and implications. In: Proceedings of the ACM SIGCOMM 2011 Conference, Toronto, Ontario, Canada, pp. 350\u2013361 (2011)","DOI":"10.1145\/2018436.2018477"},{"key":"32_CR6","doi-asserted-by":"crossref","unstructured":"Guan, Q., Zhang, Z., Fu, S.: Ensemble of Bayesian predictors for autonomic failure management in cloud computing. In: 2011 Proceedings of 20th International Conference on Computer Communications and Networks (ICCCN), pp. 1\u20136 (2011)","DOI":"10.1109\/ICCCN.2011.6006036"},{"key":"32_CR7","doi-asserted-by":"crossref","unstructured":"Di, S., Kondo, D., Cirne, W.: Host load prediction in a Google compute cloud with a Bayesian model. In: Proceedings of the International Conference on High Performance Computing, Networking, Storage and Analysis, p. 21 (2012)","DOI":"10.1109\/SC.2012.68"},{"key":"32_CR8","unstructured":"Mickens, J.W., Noble, B.D.: Exploiting availability prediction in distributed systems, vol. 1001, p. 48103, Ann Arbor (2006)"},{"key":"32_CR9","doi-asserted-by":"crossref","unstructured":"Prevost, J.J., Nagothu, K., Kelley, B., Jamshidi, M.: Prediction of cloud data center networks loads using stochastic and neural models. In: 2011 6th International Conference on System of Systems Engineering (SoSE), pp. 276\u2013281 (2011)","DOI":"10.1109\/SYSOSE.2011.5966610"},{"key":"32_CR10","doi-asserted-by":"crossref","unstructured":"Fang, W., Lu, Z., Wu, J., Cao, Z.: RPPS: a novel resource prediction and provisioning scheme in cloud data center. In: 2012 IEEE Ninth International Conference on Services Computing (SCC), pp. 609\u2013616 (2012)","DOI":"10.1109\/SCC.2012.47"},{"key":"32_CR11","doi-asserted-by":"crossref","unstructured":"Dean, D.J., Nguyen, H., Gu, X.: Ubl: unsupervised behavior learning for predicting performance anomalies in virtualized cloud systems. In: Proceedings of the 9th International Conference on Autonomic Computing, pp. 191\u2013200 (2012)","DOI":"10.1145\/2371536.2371572"},{"key":"32_CR12","doi-asserted-by":"crossref","unstructured":"Wei, Y., Wang, J., Wang, C., Wang, C.: Bandwidth allocation in virtual network based on traffic prediction. In: 2010 International Conference on Computer Design and Applications (ICCDA), pp. V5-304\u2013V5-307 (2010)","DOI":"10.1109\/WICOM.2010.5601426"},{"key":"32_CR13","doi-asserted-by":"crossref","unstructured":"Gu, J., Zheng, Z., Lan, Z., White, J., Hocks, E., Park, B.-H.: Dynamic meta-learning for failure prediction in large-scale systems: a case study. In: 37th International Conference on Parallel Processing, ICPP 2008, pp. 157\u2013164 (2008)","DOI":"10.1109\/ICPP.2008.17"},{"key":"32_CR14","doi-asserted-by":"crossref","first-page":"765","DOI":"10.1016\/S1389-1286(03)00217-2","volume":"42","author":"W Cui","year":"2003","unstructured":"Cui, W., Bassiouni, M.A.: Virtual private network bandwidth management with traffic prediction. Comput. Netw. 42, 765\u2013778 (2003)","journal-title":"Comput. Netw."},{"key":"32_CR15","doi-asserted-by":"crossref","unstructured":"Bush, S.F.: Active virtual network management prediction: complexity as a framework for prediction, optimization, and assurance. In: Proceedings of the DARPA Active NEtworks Conference and Exposition, pp. 534\u2013553 (2002)","DOI":"10.1109\/DANCE.2002.1003518"},{"key":"32_CR16","doi-asserted-by":"crossref","first-page":"726","DOI":"10.7763\/IJCTE.2012.V4.566","volume":"4","author":"Q Guan","year":"2012","unstructured":"Guan, Q., Zhang, Z., Fu, S.: A failure detection and prediction mechanism for enhancing dependability of data centers. Int. J. Comput. Theor. Eng. 4, 726\u2013730 (2012)","journal-title":"Int. J. Comput. Theor. Eng."},{"key":"32_CR17","volume-title":"The Nature of Statistical Learning Theory","author":"V Vapnik","year":"2013","unstructured":"Vapnik, V.: The Nature of Statistical Learning Theory. Springer, New York (2013)"},{"key":"32_CR18","doi-asserted-by":"crossref","first-page":"206","DOI":"10.1109\/TNET.2011.2159308","volume":"20","author":"M Chowdhury","year":"2012","unstructured":"Chowdhury, M., Rahman, M.R., Boutaba, R.: ViNEYard: virtual network embedding algorithms with coordinated node and link mapping. IEEE\/ACM Trans. Networking 20, 206\u2013219 (2012)","journal-title":"IEEE\/ACM Trans. Networking"},{"key":"32_CR19","unstructured":"Schroeder, B., Gibson, G.A.: Disk failures in the real world: what does an MTTF of 1, 000, 000 hours mean to you? In: FAST, pp. 1\u201316 (2007)"},{"key":"32_CR20","doi-asserted-by":"crossref","unstructured":"Vishwanath, K.V., Nagappan, N.: Characterizing cloud computing hardware reliability. In: Proceedings of the 1st ACM Symposium on Cloud Computing, pp. 193\u2013204 (2010)","DOI":"10.1145\/1807128.1807161"},{"key":"32_CR21","doi-asserted-by":"crossref","unstructured":"Longo, F., Ghosh, R., Naik, V.K., Trivedi, K.S.: A scalable availability model for infrastructure-as-a-service cloud. In: 2011 IEEE\/IFIP 41st International Conference on Dependable Systems & Networks (DSN), pp. 335\u2013346 (2011)","DOI":"10.1109\/DSN.2011.5958247"},{"key":"32_CR22","doi-asserted-by":"crossref","unstructured":"Saripalli, P., Walters, B.: Quirc: a quantitative impact and risk assessment framework for cloud security. In: 2010 IEEE 3rd International Conference on Cloud Computing (CLOUD), pp. 280\u2013288 (2010)","DOI":"10.1109\/CLOUD.2010.22"},{"key":"32_CR23","doi-asserted-by":"crossref","unstructured":"Hu, X., Liu, S., Ma, L.: Research on dependability of virtual computing system based on stochastic petri nets. In: 2010 International Conference on Computer Application and System Modeling (ICCASM), pp. V8-239\u2013V8-243 (2010)","DOI":"10.1109\/ICCASM.2010.5619392"}],"container-title":["Lecture Notes in Computer Science","Advances in Services Computing"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-49178-3_32","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2017,6,25]],"date-time":"2017-06-25T03:08:08Z","timestamp":1498360088000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-319-49178-3_32"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2016]]},"ISBN":["9783319491776","9783319491783"],"references-count":23,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-49178-3_32","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2016]]}}}