{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,8,31]],"date-time":"2025-08-31T10:30:28Z","timestamp":1756636228943,"version":"3.40.3"},"publisher-location":"Cham","reference-count":13,"publisher":"Springer Nature Switzerland","isbn-type":[{"type":"print","value":"9783031209833"},{"type":"electronic","value":"9783031209840"}],"license":[{"start":{"date-parts":[[2022,1,1]],"date-time":"2022-01-01T00:00:00Z","timestamp":1640995200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2022,1,1]],"date-time":"2022-01-01T00:00:00Z","timestamp":1640995200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2022]]},"DOI":"10.1007\/978-3-031-20984-0_35","type":"book-chapter","created":{"date-parts":[[2022,11,22]],"date-time":"2022-11-22T01:02:58Z","timestamp":1669078978000},"page":"498-512","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":5,"title":["The Extreme Counts: Modeling the\u00a0Performance Uncertainty of\u00a0Cloud Resources with\u00a0Extreme Value Theory"],"prefix":"10.1007","author":[{"given":"Mengjuan","family":"Li","sequence":"first","affiliation":[]},{"given":"Jinshu","family":"Su","sequence":"additional","affiliation":[]},{"given":"Hongyun","family":"Liu","sequence":"additional","affiliation":[]},{"given":"Zhiming","family":"Zhao","sequence":"additional","affiliation":[]},{"given":"Xue","family":"Ouyang","sequence":"additional","affiliation":[]},{"given":"Huan","family":"Zhou","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2022,11,22]]},"reference":[{"issue":"43","key":"35_CR1","doi-asserted-by":"publisher","first-page":"17","DOI":"10.1016\/j.procs.2015.09.220","volume":"68","author":"Z Zhao","year":"2015","unstructured":"Zhao, Z., et al.: Developing and operating time critical applications in clouds: the state of the art and the switch approach. Proc. Comput. Sci. 68(43), 17\u201328 (2015)","journal-title":"Proc. Comput. Sci."},{"key":"35_CR2","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"644","DOI":"10.1007\/978-3-319-93701-4_51","volume-title":"Computational Science \u2013 ICCS 2018","author":"H Zhou","year":"2018","unstructured":"Zhou, H., et al.: Dynamic real-time infrastructure planning and deployment for disaster early warning systems. In: Shi, Y., et al. (eds.) ICCS 2018. LNCS, vol. 10861, pp. 644\u2013654. Springer, Cham (2018). https:\/\/doi.org\/10.1007\/978-3-319-93701-4_51"},{"key":"35_CR3","doi-asserted-by":"publisher","unstructured":"Beirlant, J., Goegebeur, Y., Teugels, J., Segers, J.: Statistics of Extremes: Theory and Applications\u2014Regression Analysis. [Wiley Series in Probability and Statistics], pp. 209\u2013250. Wiley, New York (2004). https:\/\/doi.org\/10.1002\/0470012382","DOI":"10.1002\/0470012382"},{"key":"35_CR4","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"265","DOI":"10.1007\/978-3-319-94295-7_18","volume-title":"Cloud Computing \u2013 CLOUD 2018","author":"H Zhou","year":"2018","unstructured":"Zhou, H., Hu, Y., Su, J., de Laat, C., Zhao, Z.: CloudsStorm: an application-driven framework to enhance the programmability and controllability of\u00a0cloud virtual infrastructures. In: Luo, M., Zhang, L.-J. (eds.) CLOUD 2018. LNCS, vol. 10967, pp. 265\u2013280. Springer, Cham (2018). https:\/\/doi.org\/10.1007\/978-3-319-94295-7_18"},{"issue":"12","key":"35_CR5","doi-asserted-by":"publisher","first-page":"7789","DOI":"10.1007\/s13369-018-3196-0","volume":"43","author":"S El Kafhali","year":"2018","unstructured":"El Kafhali, S., Salah, K.: Modeling and analysis of performance and energy consumption in cloud data centers. Arab. J. Sci. Eng. 43(12), 7789\u20137802 (2018)","journal-title":"Arab. J. Sci. Eng."},{"issue":"1","key":"35_CR6","doi-asserted-by":"publisher","first-page":"130","DOI":"10.1109\/TPDS.2015.2398438","volume":"27","author":"K Hwang","year":"2015","unstructured":"Hwang, K., Bai, X., Shi, Y., Li, M., Chen, W.G., Wu, Y.: Cloud performance modeling with benchmark evaluation of elastic scaling strategies. IEEE Trans. Parallel Distrib. Syst. 27(1), 130\u2013143 (2015)","journal-title":"IEEE Trans. Parallel Distrib. Syst."},{"key":"35_CR7","doi-asserted-by":"crossref","unstructured":"Khazaei, H., Miic, J., Miic, V.B., Mohammadi, N.B.: Modeling the performance of heterogeneous IAAS cloud centers. In: 2013 IEEE 33rd International Conference on Distributed Computing Systems Workshops, pp. 232\u2013237. IEEE (2013)","DOI":"10.1109\/ICDCSW.2013.18"},{"key":"35_CR8","doi-asserted-by":"publisher","first-page":"746","DOI":"10.1016\/j.future.2019.09.006","volume":"102","author":"F Antonelli","year":"2020","unstructured":"Antonelli, F., Cortellessa, V., Gribaudo, M., Pinciroli, R., Trivedi, K.S., Trubiani, C.: Analytical modeling of performance indices under epistemic uncertainty applied to cloud computing systems. FGCS 102, 746\u2013761 (2020)","journal-title":"FGCS"},{"key":"35_CR9","doi-asserted-by":"crossref","unstructured":"He, S., Manns, G., Saunders, J., Wang, W., Pollock, L., Soffa, M.L.: A statistics-based performance testing methodology for cloud applications. In: Proceedings of the Joint Meeting on European Software Engineering Conference and Symposium on the Foundations of Software Engineering, pp. 188\u2013199 (2019)","DOI":"10.1145\/3338906.3338912"},{"key":"35_CR10","doi-asserted-by":"crossref","unstructured":"Wang, W., et al.: Testing cloud applications under cloud-uncertainty performance effects. In: ICST, pp. 81\u201392. IEEE (2018)","DOI":"10.1109\/ICST.2018.00018"},{"key":"35_CR11","doi-asserted-by":"crossref","unstructured":"Chhetri, M.B., Chichin, S., Vo, Q.B., Kowalczyk, R.: Smart cloudbench-automated performance benchmarking of the cloud. In: 2013 IEEE Sixth International Conference on Cloud Computing, pp. 414\u2013421. IEEE (2013)","DOI":"10.1109\/CLOUD.2013.7"},{"key":"35_CR12","doi-asserted-by":"crossref","unstructured":"Zhou, H., et al.: Fast resource co-provisioning for time critical applications based on networked infrastructures. In: International Conference on Cloud Computing, pp. 802\u2013805. IEEE (2016)","DOI":"10.1109\/CLOUD.2016.0111"},{"key":"35_CR13","unstructured":"Kopytov, A.: Sysbench manual. In: MySQL AB, pp. 2\u20133 (2012)"}],"container-title":["Lecture Notes in Computer Science","Service-Oriented Computing"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-031-20984-0_35","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,12,23]],"date-time":"2024-12-23T20:04:37Z","timestamp":1734984277000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-031-20984-0_35"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022]]},"ISBN":["9783031209833","9783031209840"],"references-count":13,"URL":"https:\/\/doi.org\/10.1007\/978-3-031-20984-0_35","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2022]]},"assertion":[{"value":"22 November 2022","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"ICSOC","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Service-Oriented Computing","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Seville","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Spain","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2022","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"29 November 2022","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2 December 2022","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"20","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"icsoc2022","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"https:\/\/icsoc2022.spilab.es\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}