{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,24]],"date-time":"2026-01-24T23:45:18Z","timestamp":1769298318112,"version":"3.49.0"},"reference-count":33,"publisher":"Springer Science and Business Media LLC","issue":"4","license":[{"start":{"date-parts":[[2011,10,13]],"date-time":"2011-10-13T00:00:00Z","timestamp":1318464000000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Cluster Comput"],"published-print":{"date-parts":[[2011,12]]},"DOI":"10.1007\/s10586-011-0187-2","type":"journal-article","created":{"date-parts":[[2011,10,12]],"date-time":"2011-10-12T15:36:52Z","timestamp":1318433812000},"page":"471-481","source":"Crossref","is-referenced-by-count":16,"title":["Power management by load forecasting in web server clusters"],"prefix":"10.1007","volume":"14","author":[{"given":"Carlos","family":"Santana","sequence":"first","affiliation":[]},{"given":"Julius C. B.","family":"Leite","sequence":"additional","affiliation":[]},{"given":"Daniel","family":"Moss\u00e9","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2011,10,13]]},"reference":[{"key":"187_CR1","unstructured":"ACPI: Advanced configuration and power interface specification, rev. 4.0 (2009). http:\/\/www.acpi.info\/spec.htm"},{"key":"187_CR2","unstructured":"Apache: The apache HTTP server project (2009). http:\/\/httpd.apache.org\/ABOUT_APACHE.html"},{"key":"187_CR3","doi-asserted-by":"crossref","first-page":"83","DOI":"10.1109\/ECRTS.2007.31","volume-title":"19th Euromicro Conference on Real-Time Systems","author":"L. Bertini","year":"2007","unstructured":"Bertini, L., Leite, J.C.B., Moss\u00e9, D.: Statistical QoS guarantee and energy-efficiency in web server clusters. In: 19th Euromicro Conference on Real-Time Systems, Pisa, Italy, July 2007, pp.\u00a083\u201392 (2007)"},{"key":"187_CR4","doi-asserted-by":"crossref","first-page":"227","DOI":"10.1109\/ECRTS.2009.24","volume-title":"21st Euromicro Conference on Real-Time Systems","author":"L. Bertini","year":"2009","unstructured":"Bertini, L., Leite, J.C.B., Moss\u00e9, D.: Generalized tardiness quantile metric: Distributed DVS for soft real-time web clusters. In: 21st Euromicro Conference on Real-Time Systems, Dublin, Ireland, July 2009, pp.\u00a0227\u2013236 (2009)"},{"issue":"4","key":"187_CR5","doi-asserted-by":"crossref","first-page":"585","DOI":"10.1016\/j.jss.2009.10.040","volume":"83","author":"L. Bertini","year":"2010","unstructured":"Bertini, L., Leite, J.C.B., Moss\u00e9, D.: Optimal dynamic configuration in web server clusters. J. Syst. Softw. 83(4), 585\u2013598 (2010)","journal-title":"J. Syst. Softw."},{"issue":"11","key":"187_CR6","doi-asserted-by":"crossref","first-page":"68","DOI":"10.1109\/MC.2004.217","volume":"37","author":"R. Bianchini","year":"2004","unstructured":"Bianchini, R., Rajamony, R.: Power and energy management for server systems. Computer 37(11), 68\u201374 (2004)","journal-title":"Computer"},{"issue":"2","key":"187_CR7","doi-asserted-by":"crossref","first-page":"263","DOI":"10.1145\/508352.508355","volume":"34","author":"V. Cardellini","year":"2002","unstructured":"Cardellini, V., Casalicchio, E., Colajanni, M., Yu, P.S.: The state of the art in locally distributed web-server systems. ACM Comput. Surv. 34(2), 263\u2013311 (2002)","journal-title":"ACM Comput. Surv."},{"key":"187_CR8","first-page":"337","volume-title":"5th USENIX Symposium on Networked Systems Design and Implementation","author":"G. Chen","year":"2008","unstructured":"Chen, G., He, W., Liu, J., Nath, S., Rigas, L., Xiao, L., Zhao,\u00a0F.: Energy-aware server provisioning and load dispatching for connection-intensive internet services. In: 5th USENIX Symposium on Networked Systems Design and Implementation, San Francisco, CA, USA, April 2008, pp.\u00a0337\u2013350 (2008)"},{"key":"187_CR9","unstructured":"Coin-OR: Computational infrastructure for operations research (2009). http:\/\/www.coin-or.org\/"},{"key":"187_CR10","unstructured":"EIA: International energy outlook. Energy Information Administration, USA (2009). http:\/\/www.eia.doe.gov\/oiaf\/ieo\/index.html"},{"key":"187_CR11","first-page":"179","volume-title":"2nd International Workshop on Power Aware Computer Systems","author":"M. Elnozahy","year":"2002","unstructured":"Elnozahy, M., Kistler, M., Rajamony, R.: Energy-efficient server clusters. In: 2nd International Workshop on Power Aware Computer Systems, Cambridge, MA, USA, February 2002, pp.\u00a0179\u2013196 (2002)"},{"key":"187_CR12","unstructured":"EPA: Report on server and data center energy efficiency. Environmental Protection Agency, USA (2007). http:\/\/www.energystar.gov\/index.cfm?c=prod_development.server_efficiency_study"},{"key":"187_CR13","unstructured":"GNU: GNU linear programming kit. GNU Software Foundation (2009). http:\/\/www.gnu.org\/software\/glpk"},{"key":"187_CR14","first-page":"2085","volume-title":"23rd ACM Symposium on Applied Computing","author":"R.P.O. Guerra","year":"2008","unstructured":"Guerra, R.P.O., Leite, J.C.B., Fohler, G.: Attaining soft real-time constraint and energy-efficiency in web servers. In: 23rd ACM Symposium on Applied Computing, Fortaleza, CE, Brazil, March 2008, pp.\u00a02085\u20132089 (2008)"},{"key":"187_CR15","volume-title":"Business Forecasting","author":"J.E. Hanke","year":"1995","unstructured":"Hanke, J.E., Reitsch, A.G.: Business Forecasting. Prentice Hall, New York (1995)"},{"issue":"4","key":"187_CR16","doi-asserted-by":"crossref","first-page":"444","DOI":"10.1109\/TC.2007.1003","volume":"56","author":"T. Horvath","year":"2007","unstructured":"Horvath, T., Abdelzaher, T.F., Skadron, K., Liu, X.: Dynamic voltage scaling in multitier web servers with end-to-end delay control. IEEE Trans. Comput. 56(4), 444\u2013458 (2007)","journal-title":"IEEE Trans. Comput."},{"key":"187_CR17","first-page":"197","volume-title":"International Symposium on Low Power Electronics and Design","author":"T. Ishihara","year":"1998","unstructured":"Ishihara, T., Yasuura, H.: Voltage scheduling problem for dynamically variable voltage processors. In: International Symposium on Low Power Electronics and Design, Monterey, CA, USA, August 1998, pp.\u00a0197\u2013202 (1998)"},{"key":"187_CR18","first-page":"117","volume-title":"6th IEEE International Conference on Autonomic Computing","author":"E. Kalyvianaki","year":"2009","unstructured":"Kalyvianaki, E., Charalambous, T., Hand, S.: Self-adaptive and self-configured CPU resource provisioning for virtualized servers using Kalman filters. In: 6th IEEE International Conference on Autonomic Computing, Barcelona, Spain, June 2009, pp.\u00a0117\u2013126 (2009)"},{"key":"187_CR19","unstructured":"Kaplan, J.M., Forrest, W., Kindler, N.: Revolutionizing data center energy efficiency (2008). http:\/\/www.mckinsey.com\/clientservice\/bto\/pointofview\/Revolutionizing.asp"},{"issue":"1","key":"187_CR20","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1007\/s10586-008-0070-y","volume":"12","author":"D. Kusic","year":"2009","unstructured":"Kusic, D., Kephart, J.O., Hanson, J.E., Kandasamy, N., Jiang, G.: Power and performance management of virtualized computing environments via lookahead control. Clust. Comput. 12(1), 1\u201315 (2009)","journal-title":"Clust. Comput."},{"key":"187_CR21","volume-title":"The Internet Traffic Archive","author":"LBNL","year":"2009","unstructured":"LBNL: The Internet Traffic Archive. Lawrence Berkeley National Laboratory, Berkeley (2009)"},{"key":"187_CR22","volume-title":"Forecasting: Methods and Applications","author":"S.G. Makridakis","year":"1997","unstructured":"Makridakis, S.G., Wheelwright, S.C., Hyndman, R.J.: Forecasting: Methods and Applications. Wiley, New York (1997)"},{"key":"187_CR23","first-page":"59","volume-title":"Internet Server Performance Workshop","author":"D. Mosberger","year":"1998","unstructured":"Mosberger, D., Jin, T.: httperf: A tool for measuring web server performance. In: Internet Server Performance Workshop, Madison, WI, USA, June 1998, pp.\u00a059\u201367 (1998)"},{"key":"187_CR24","first-page":"223","volume-title":"Linux Symposium","author":"V. Pallipadi","year":"2006","unstructured":"Pallipadi, V., Starikovskiy, A.: The ondemand governor: past, present and future. In: Linux Symposium, Ottawa, Canad\u00e1, July 2006, pp.\u00a0223\u2013238 (2006)"},{"key":"187_CR25","volume-title":"Compilers and Operating Systems for Low Power","author":"E. Pinheiro","year":"2003","unstructured":"Pinheiro, E., Bianchini, R., Carrera, E.V., Heath, T.: Dynamic cluster reconfiguration for power and performance. In: Compilers and Operating Systems for Low Power, Kluwer Academic, Dordrecht (2003)"},{"key":"187_CR26","first-page":"214","volume-title":"1st IEEE International Conference on Self-Adaptive and Self-Organizing Systems","author":"V. Poladian","year":"2007","unstructured":"Poladian, V., Garlan, D., Shaw, M., Schmerl, B., Sousa, J.P., Satyanarayanan, M.: Leveraging resource prediction for anticipatory dynamic configuration. In: 1st IEEE International Conference on Self-Adaptive and Self-Organizing Systems, Boston, MA, USA, July 2007, pp.\u00a0214\u2013223 (2007)"},{"key":"187_CR27","doi-asserted-by":"crossref","first-page":"418","DOI":"10.1109\/RTAS.2006.16","volume-title":"12th IEEE Real-Time and Embedded Technology and Applications Symposium","author":"C. Rusu","year":"2006","unstructured":"Rusu, C., Ferreira, A., Scordino, C., Watson, A., Melhem, R., Moss\u00e9, D.: Energy-efficient real-time heterogeneous server clusters. In: 12th IEEE Real-Time and Embedded Technology and Applications Symposium San Jose, CA, USA, April 2006, pp.\u00a0418\u2013428 (2006)"},{"key":"187_CR28","doi-asserted-by":"crossref","first-page":"346","DOI":"10.1145\/1774088.1774161","volume-title":"25th ACM Symposium on Applied Computing","author":"C. Santana","year":"2010","unstructured":"Santana, C., Leite, J.C.B., Moss\u00e9, D.: Load forecasting applied to soft real-time web clusters. In: 25th ACM Symposium on Applied Computing, Sierre, Switzerland, March 2010, pp.\u00a0346\u2013350 (2010)"},{"key":"187_CR29","unstructured":"SCIP: Solving constraint integer programs. Konrad-Zuse-Zentrum f\u00fcr Informationstechnik, Germany (2009). http:\/\/scip.zib.de\/"},{"key":"187_CR30","unstructured":"TPPC: Transaction Processing Performance Council (2009). http:\/\/www.tpc.org\/"},{"key":"187_CR31","first-page":"303","volume-title":"28th IEEE Real-Time Systems Symposium","author":"Y. Wang","year":"2008","unstructured":"Wang, Y., Wang, X., Chen, M., Zhu, X.: Power-efficient response time guarantees for virtualized enterprise servers. In: 28th IEEE Real-Time Systems Symposium, Barcelona, Spain, December 2008, pp.\u00a0303\u2013312 (2008)"},{"key":"187_CR32","volume-title":"1st Symposium on Operating System Design and Implementation","author":"M. Weiser","year":"1994","unstructured":"Weiser, M., Welch, B., Demers, A., Shenker, S.: Scheduling for reduced CPU energy. In: 1st Symposium on Operating System Design and Implementation, Monterey, CA, USA, November 1994 (1994)"},{"key":"187_CR33","unstructured":"Wuttke, J.: lmfit\u2014A C\/C++ routine for Levenberg-Marquardt minimization with wrapper for least-squares curve fitting (2009). http:\/\/www.messen-und-deuten.de\/lmfit\/"}],"container-title":["Cluster Computing"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s10586-011-0187-2.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s10586-011-0187-2\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s10586-011-0187-2","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,5,30]],"date-time":"2019-05-30T14:40:14Z","timestamp":1559227214000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s10586-011-0187-2"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2011,10,13]]},"references-count":33,"journal-issue":{"issue":"4","published-print":{"date-parts":[[2011,12]]}},"alternative-id":["187"],"URL":"https:\/\/doi.org\/10.1007\/s10586-011-0187-2","relation":{},"ISSN":["1386-7857","1573-7543"],"issn-type":[{"value":"1386-7857","type":"print"},{"value":"1573-7543","type":"electronic"}],"subject":[],"published":{"date-parts":[[2011,10,13]]}}}