{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,27]],"date-time":"2025-03-27T07:54:41Z","timestamp":1743062081788,"version":"3.40.3"},"publisher-location":"Cham","reference-count":16,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783319637112"},{"type":"electronic","value":"9783319637129"}],"license":[{"start":{"date-parts":[[2017,1,1]],"date-time":"2017-01-01T00:00:00Z","timestamp":1483228800000},"content-version":"unspecified","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2017]]},"DOI":"10.1007\/978-3-319-63712-9_8","type":"book-chapter","created":{"date-parts":[[2017,8,7]],"date-time":"2017-08-07T11:13:29Z","timestamp":1502104409000},"page":"135-153","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Monitoring Data Reduction in Data Centers: A Correlation-Based Approach"],"prefix":"10.1007","author":[{"given":"Xuesong","family":"Peng","sequence":"first","affiliation":[]},{"given":"Barbara","family":"Pernici","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2017,8,8]]},"reference":[{"issue":"2","key":"8_CR1","doi-asserted-by":"publisher","first-page":"152","DOI":"10.1109\/TCC.2015.2464796","volume":"4","author":"C Cappiello","year":"2016","unstructured":"Cappiello, C., Ho, T.T.N., Pernici, B., Plebani, P., Vitali, M.: \n                    \n                      \n                    \n                    $${\\rm Co}_{2}$$\n                  -aware adaptation strategies for cloud applications. IEEE Trans. Cloud Comput. 4(2), 152\u2013165 (2016). doi:\n                    10.1109\/TCC.2015.2464796","journal-title":"IEEE Trans. Cloud Comput."},{"issue":"11","key":"8_CR2","doi-asserted-by":"publisher","first-page":"10010","DOI":"10.3390\/s111110010","volume":"11","author":"C Carvalho","year":"2011","unstructured":"Carvalho, C., Gomes, D.G., Agoulmine, N., De Souza, J.N.: Improving prediction accuracy for wsn data reduction by applying multivariate spatio-temporal correlation. Sensors 11(11), 10010\u201310037 (2011)","journal-title":"Sensors"},{"issue":"5","key":"8_CR3","doi-asserted-by":"publisher","first-page":"473","DOI":"10.14778\/2735479.2735481","volume":"8","author":"R Ding","year":"2015","unstructured":"Ding, R., Wang, Q., Dang, Y., Fu, Q., Zhang, H., Zhang, D.: Yading: fast clustering of large-scale time series data. Proc. VLDB Endowment 8(5), 473\u2013484 (2015)","journal-title":"Proc. VLDB Endowment"},{"issue":"1","key":"8_CR4","doi-asserted-by":"publisher","first-page":"12","DOI":"10.1145\/2379776.2379788","volume":"45","author":"P Esling","year":"2012","unstructured":"Esling, P., Agon, C.: Time-series data mining. ACM Comput. Surv. 45(1), 12 (2012)","journal-title":"ACM Comput. Surv."},{"key":"8_CR5","volume-title":"Econometrics","author":"F Hayashi","year":"2000","unstructured":"Hayashi, F.: Econometrics. Princeton University Press, Princeton (2000). \n                    http:\/\/gso.gbv.de\/DB=2.1\/CMD?ACT=SRCHA&SRT=YOP&IKT=1016&TRM=ppn+313736715&sourceid=fbwbibsonomy"},{"key":"8_CR6","unstructured":"Jolliffe, I.: Principal component analysis. Wiley Online Library (2002)"},{"issue":"3","key":"8_CR7","doi-asserted-by":"publisher","first-page":"263","DOI":"10.1007\/PL00011669","volume":"3","author":"E Keogh","year":"2001","unstructured":"Keogh, E., Chakrabarti, K., Pazzani, M., Mehrotra, S.: Dimensionality reduction for fast similarity search in large time series databases. Knowl. Inf. Syst. 3(3), 263\u2013286 (2001)","journal-title":"Knowl. Inf. Syst."},{"key":"8_CR8","unstructured":"Kung, H., Lin, C.K., Vlah, D.: Cloudsense: Continuous fine-grain cloud monitoring with compressive sensing. In: HotCloud (2011)"},{"key":"8_CR9","unstructured":"Peng, X.: Data reduction in monitored data. In: Loucopoulos, P., Nurcan, S., Weigand, H. (eds.) Proceedings of the CAiSE\u20192015 Doctoral Consortium at the 27th International Conference on Advanced Information Systems Engineering (CAiSE 2015), Stockholm, Sweden. CEUR Workshop Proceedings, vol. 1415, pp. 39\u201346, 11\u201312 June 2015. CEUR-WS.org (2015)"},{"key":"8_CR10","doi-asserted-by":"crossref","unstructured":"Peng, X., Pernici, B.: Correlation-model-based reduction of monitoring data in data centers. In: Proceedings of the 5th International Conference on Smart Cities and Green ICT Systems, pp. 395\u2013405 (2016)","DOI":"10.5220\/0005794803950405"},{"issue":"1","key":"8_CR11","doi-asserted-by":"publisher","first-page":"97","DOI":"10.14778\/1687627.1687639","volume":"2","author":"G Reeves","year":"2009","unstructured":"Reeves, G., Liu, J., Nath, S., Zhao, F.: Managing massive time series streams with multi-scale compressed trickles. Proc. VLDB Endowment 2(1), 97\u2013108 (2009)","journal-title":"Proc. VLDB Endowment"},{"issue":"1","key":"8_CR12","doi-asserted-by":"publisher","first-page":"31","DOI":"10.1007\/s10994-006-6889-7","volume":"65","author":"I Tsamardinos","year":"2006","unstructured":"Tsamardinos, I., Brown, L.E., Aliferis, C.F.: The max-min hill-climbing bayesian network structure learning algorithm. Mach. Learn. 65(1), 31\u201378 (2006)","journal-title":"Mach. Learn."},{"key":"8_CR13","doi-asserted-by":"crossref","unstructured":"Vitali, M., O\u2019Reilly, U.M., Veeramachaneni, K.: Modeling service execution on data centers for energy efficiency and quality of service monitoring. In: 2013 IEEE International Conference on Systems, Man, and Cybernetics (SMC), pp. 103\u2013108. IEEE (2013)","DOI":"10.1109\/SMC.2013.25"},{"key":"8_CR14","doi-asserted-by":"publisher","first-page":"152","DOI":"10.1016\/j.ins.2015.01.023","volume":"319","author":"M Vitali","year":"2015","unstructured":"Vitali, M., Pernici, B., OReilly, U.M.: Learning a goal-oriented model for energy efficient adaptive applications in data centers. Inf. Sci. 319, 152\u2013170 (2015)","journal-title":"Inf. Sci."},{"issue":"2","key":"8_CR15","doi-asserted-by":"publisher","first-page":"138","DOI":"10.1109\/TCC.2015.2453988","volume":"4","author":"U Wajid","year":"2016","unstructured":"Wajid, U., Cappiello, C., Plebani, P., Pernici, B., Mehandjiev, N., Vitali, M., Gienger, M., Kavoussanakis, K., Margery, D., Garc\u00eda-P\u00e9rez, D., Sampaio, P.: On achieving energy efficiency and reducing co\n                    \n                      \n                    \n                    $${}_{\\text{2 }}$$\n                   footprint in cloud computing. IEEE Trans. Cloud Comput. 4(2), 138\u2013151 (2016). doi:\n                    10.1109\/TCC.2015.2453988","journal-title":"IEEE Trans. Cloud Comput."},{"key":"8_CR16","doi-asserted-by":"crossref","unstructured":"Zhou, S., Lin, K.J., Na, J., Chuang, C.C., Shih, C.S.: Supporting service adaptation in fault tolerant internet of things. In: 2015 IEEE 8th International Conference on Service-Oriented Computing and Applications (SOCA), pp. 65\u201372 (2015)","DOI":"10.1109\/SOCA.2015.38"}],"container-title":["Communications in Computer and Information Science","Smart Cities, Green Technologies, and Intelligent Transport Systems"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-63712-9_8","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,5,20]],"date-time":"2019-05-20T23:24:23Z","timestamp":1558394663000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-319-63712-9_8"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2017]]},"ISBN":["9783319637112","9783319637129"],"references-count":16,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-63712-9_8","relation":{},"ISSN":["1865-0929","1865-0937"],"issn-type":[{"type":"print","value":"1865-0929"},{"type":"electronic","value":"1865-0937"}],"subject":[],"published":{"date-parts":[[2017]]},"assertion":[{"value":"8 August 2017","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"SMARTGREENS","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Smart Cities and Green ICT Systems","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Rome","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Italy","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2016","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"23 April 2016","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"25 April 2016","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"5","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"icscg2016","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"http:\/\/www.smartgreens.org\/?y=2016","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}