{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,27]],"date-time":"2025-03-27T19:39:56Z","timestamp":1743104396767,"version":"3.40.3"},"publisher-location":"Cham","reference-count":13,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783030596347"},{"type":"electronic","value":"9783030596354"}],"license":[{"start":{"date-parts":[[2020,1,1]],"date-time":"2020-01-01T00:00:00Z","timestamp":1577836800000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2020,1,1]],"date-time":"2020-01-01T00:00:00Z","timestamp":1577836800000},"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":[[2020]]},"DOI":"10.1007\/978-3-030-59635-4_3","type":"book-chapter","created":{"date-parts":[[2020,9,17]],"date-time":"2020-09-17T14:06:51Z","timestamp":1600351611000},"page":"31-48","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":1,"title":["A Resource Trend Analysis from a Business Perspective Based on a Component Decomposition Approach"],"prefix":"10.1007","author":[{"given":"Yuji","family":"Saitoh","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Tetsuya","family":"Uchiumi","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yukihiro","family":"Watanabe","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2020,9,18]]},"reference":[{"key":"3_CR1","doi-asserted-by":"crossref","unstructured":"Saitoh, Y., Uchiumi, T., Watanabe, Y.: IT resource trend analysis by component decomposition based on non-negative matrix factorization. In: 20th Asia-Pacific Network Operations and Management Symposium (APNOMS). IEEE (2019)","DOI":"10.23919\/APNOMS.2019.8892844"},{"key":"3_CR2","doi-asserted-by":"crossref","unstructured":"Cichocki, A., Zdunek, R., Phan, A. H., Amari, S. I.: Nonnegative Matrix and Tensor Factorizations: Applications to Exploratory Multi-way Data Analysis and Blind Source Separation. John Wiley & Sons (2009)","DOI":"10.1002\/9780470747278"},{"key":"3_CR3","doi-asserted-by":"crossref","unstructured":"Kameoka, H.: Non-negative matrix factorization and its variants for audio signal processing. In: Applied Matrix and Tensor Variate Data Analysis, pp. 23\u201350 (2016)","DOI":"10.1007\/978-4-431-55387-8_2"},{"issue":"3","key":"3_CR4","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1145\/2856127","volume":"48","author":"MC Calzarossa","year":"2016","unstructured":"Calzarossa, M.C., Massari, L., Tessera, D.: Workload characterization: a survey revisited. ACM Comput. Surv. (CSUR) 48(3), 1\u201343 (2016)","journal-title":"ACM Comput. Surv. (CSUR)"},{"issue":"1","key":"3_CR5","doi-asserted-by":"publisher","first-page":"90","DOI":"10.1109\/TNSM.2013.122313.130448","volume":"11","author":"H Zhang","year":"2014","unstructured":"Zhang, H., Jiang, G., Yoshihira, K., Chen, H.: Proactive workload management in hybrid cloud computing. IEEE Trans. Network Serv. Manag. 11(1), 90\u2013100 (2014)","journal-title":"IEEE Trans. Network Serv. Manag."},{"key":"3_CR6","doi-asserted-by":"crossref","unstructured":"Gmach, D., Rolia, J., Cherkasova, L., Kemper, A.: Workload analysis and demand prediction of enterprise data center applications. In: IEEE 10th International Symposium on Workload Characterization, pp. 171\u2013180. IEEE (2007)","DOI":"10.1109\/IISWC.2007.4362193"},{"key":"3_CR7","doi-asserted-by":"publisher","first-page":"93","DOI":"10.1016\/j.jnca.2017.01.016","volume":"82","author":"M Amiri","year":"2017","unstructured":"Amiri, M., Mohammad-Khanli, L.: Survey on prediction models of applications for resources provisioning in cloud. J. Network Comput. Appl. 82, 93\u2013113 (2017)","journal-title":"J. Network Comput. Appl."},{"issue":"11","key":"3_CR8","doi-asserted-by":"publisher","first-page":"845","DOI":"10.1631\/jzus.C1300109","volume":"14","author":"DY Xu","year":"2013","unstructured":"Xu, D.Y., Yang, S.-L., Liu, R.-P.: A mixture of HMM, GA, and Elman network for load prediction in cloud-oriented data centers. J. Zhejiang Univ. Sci. C 14(11), 845\u2013858 (2013). https:\/\/doi.org\/10.1631\/jzus.C1300109","journal-title":"J. Zhejiang Univ. Sci. C"},{"key":"3_CR9","doi-asserted-by":"crossref","unstructured":"Khan, A., Yan, X., Tao, S., Anerousis, N.: Workload characterization and prediction in the cloud: a multiple time series approach. In: IEEE Network Operations and Management Symposium, pp. 1287\u20131294. IEEE (2012)","DOI":"10.1109\/NOMS.2012.6212065"},{"key":"3_CR10","doi-asserted-by":"publisher","first-page":"27","DOI":"10.1016\/j.future.2012.05.009","volume":"32","author":"G Kousiouris","year":"2014","unstructured":"Kousiouris, G., Menychtas, A., Kyriazis, D., Gogouvitis, S., Varvarigou, T.: Dynamic, behavioral-based estimation of resource provisioning based on high-level application terms in cloud platforms. Fut. Gen. Comput. Syst. 32, 27\u201340 (2014)","journal-title":"Fut. Gen. Comput. Syst."},{"key":"3_CR11","doi-asserted-by":"crossref","unstructured":"Bouras, I., et al.: Mapping of quality of service requirements to resource demands for IaaS. In: The 9th International Conference on Cloud Computing and Services Science (CLOSER), pp. 263\u2013270 (2019)","DOI":"10.5220\/0007676902630270"},{"key":"3_CR12","first-page":"1457","volume":"5","author":"PO Hoyer","year":"2004","unstructured":"Hoyer, P.O.: Non-negative matrix factorization with sparseness constraints. J. Mach. Learn. Res. 5, 1457\u20131469 (2004)","journal-title":"J. Mach. Learn. Res."},{"issue":"3","key":"3_CR13","first-page":"708","volume":"92","author":"C Andrzej","year":"2009","unstructured":"Andrzej, C., Phan, A.H.: Fast local algorithms for large scale nonnegative matrix and tensor factorizations. IEICE Trans. Fund. Electr. Commun. Comput. Sci. 92(3), 708\u2013721 (2009)","journal-title":"IEICE Trans. Fund. Electr. Commun. Comput. Sci."}],"container-title":["Lecture Notes in Computer Science","Cloud Computing \u2013 CLOUD 2020"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-030-59635-4_3","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,9,18]],"date-time":"2024-09-18T12:37:00Z","timestamp":1726663020000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-030-59635-4_3"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2020]]},"ISBN":["9783030596347","9783030596354"],"references-count":13,"URL":"https:\/\/doi.org\/10.1007\/978-3-030-59635-4_3","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2020]]},"assertion":[{"value":"18 September 2020","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"CLOUD","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Cloud Computing","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Honolulu, HI","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"USA","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2020","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"18 September 2020","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"20 September 2020","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"13","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"cloud2020","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"http:\/\/www.thecloudcomputing.org\/2020\/index.html","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"This content has been made available to all.","name":"free","label":"Free to read"}]}}