{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,6,11]],"date-time":"2025-06-11T04:11:38Z","timestamp":1749615098721,"version":"3.41.0"},"publisher-location":"Cham","reference-count":16,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783319465616"},{"type":"electronic","value":"9783319465623"}],"license":[{"start":{"date-parts":[[2016,9,7]],"date-time":"2016-09-07T00:00:00Z","timestamp":1473206400000},"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":[[2017]]},"DOI":"10.1007\/978-3-319-46562-3_3","type":"book-chapter","created":{"date-parts":[[2016,9,6]],"date-time":"2016-09-06T11:58:09Z","timestamp":1473163089000},"page":"35-44","source":"Crossref","is-referenced-by-count":3,"title":["Dynamic Resource Allocation Through Workload Prediction for Energy Efficient Computing"],"prefix":"10.1007","author":[{"given":"Adeel","family":"Ahmed","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"David J.","family":"Brown","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Alexander","family":"Gegov","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2016,9,7]]},"reference":[{"key":"3_CR1","unstructured":"US EPA: Report to Congress on server and data center energy efficiency. In: Public Law 109\u2013431, U.S. Environmental Protection Agency ENERGY STAR Program (2007)"},{"key":"3_CR2","doi-asserted-by":"crossref","unstructured":"Patel, C.D., Bash, C.E., Sharma, R., Beitelmal, M.: Smart cooling of data centers. In: IPACK, July 2003","DOI":"10.1115\/IPACK2003-35059"},{"key":"3_CR3","first-page":"261","volume-title":"The Case for Power Management in Web Servers","author":"P Bohrer","year":"2002","unstructured":"Bohrer, P., Elnozahy, E.N., Keller, T., Kistler, M., Lefurgy, C., McDowell, C., Rajamony, R.: The Case for Power Management in Web Servers, pp. 261\u2013289. Kluwer Academic Publishers, Norwell, MA, USA (2002)"},{"key":"3_CR4","doi-asserted-by":"crossref","unstructured":"Fan, K.-C., Hsiao, S.-J., Sung, W.-T.: Developing a Web-based pattern recognition system for the pattern search of components database by a parallel computing. Eleventh Euromicro Conference on Parallel, Distributed and Network-Based Processing, 2003. Proceedings, pp. 456\u2013463, 5\u20137 Feb 2003","DOI":"10.1109\/EMPDP.2003.1183625"},{"key":"3_CR5","unstructured":"Ni, L., Chen, X., Huang, Q.: ARIMA model for traffic flow prediction based on wavelet analysis. In: The 2nd International Conference on Information Science and Engineering [ICISE2010], Dec 2010, Hangzhou, China"},{"key":"3_CR6","unstructured":"Tran, G., Debusschere, V., Bacha, S.: Neural networks for web server workload forecasting. In: 2013 IEEE International Conference on Industrial Technology (ICIT), Cape Town, 2013, pp. 1152\u20131156"},{"issue":"6","key":"3_CR7","first-page":"1793","volume":"2","author":"AR Syed","year":"2010","unstructured":"Syed, A.R., Burney, S.M.A., Sami, B.: Forecasting network traffic load using wavelet filters and seasonal autoregressive moving average model. Int. J. Comput. Electr. Eng. 2(6), 1793\u20138163 (2010)","journal-title":"Int. J. Comput. Electr. Eng."},{"key":"3_CR8","doi-asserted-by":"crossref","unstructured":"Tamimi, A., Jain, A.K., So-In, C.: SAM: a simplified seasonal arima model for mobile video over wireless broadband networks. In: Tenth IEEE International Symposium on Multimedia. ISM, pp. 178\u2013183, 15\u201317 Dec 2008","DOI":"10.1109\/ISM.2008.112"},{"key":"3_CR9","unstructured":"Chen, C., Pei, Q., Li, N.: Forecasting 802.11 traffic using seasonal ARIMA model. In: International Forum on Computer Science-Technology and Applications, 2009. IFCSTA \u201809, vol. 2, pp. 347\u2013350, 25\u201327 Dec 2009"},{"key":"3_CR10","unstructured":"Shu, Y., Yu, M., Liu, J., Yang, O.: Wireless traffic modelling and prediction using seasonal ARIMA models. In: IEEE International Conference on Communications, 2003. ICC \u201803, vol. 3, pp. 1675\u20131679, 11\u201315 May 2003"},{"issue":"6","key":"3_CR11","doi-asserted-by":"crossref","first-page":"1329","DOI":"10.1109\/72.548162","volume":"7","author":"Tsungnan Lin","year":"1996","unstructured":"Lin, Tsungnan, Horne, B.G., Tino, P., Giles, C.L.: Learning long-term dependencies in NARX recurrent neural networks. IEEE Trans. Neural Netw. 7(6), 1329\u20131338 (1996)","journal-title":"IEEE Trans. Neural Netw."},{"key":"3_CR12","doi-asserted-by":"crossref","unstructured":"Leontaritis, I.J., Billings, S.A.: Input\u2013output parametric models for nonlinear systems, part I: deterministic nonlinear systems. Int. J. Control, 303\u2013328 (1985)","DOI":"10.1080\/0020718508961129"},{"key":"3_CR13","doi-asserted-by":"crossref","unstructured":"Norgaard, M., Ravn, O., Poulsen, N.K., Hansen, L.K.: Neural Networks for Modelling and Control of Dynamic Systems. Springer, Berlin (2000)","DOI":"10.1007\/978-1-4471-0453-7"},{"key":"3_CR14","doi-asserted-by":"crossref","unstructured":"Ferreira, A.A., Ludermir, T.B., de Aquino, R.R.B.: Comparing recurrent networks for time-series forecasting. WCCI 2012 IEEE World Congress on Computational Intelligence, 10\u201315 June 2012, Brisbane, Australia","DOI":"10.1109\/IJCNN.2012.6252459"},{"key":"3_CR15","doi-asserted-by":"crossref","unstructured":"Tran, V.G., Debusschere, V., Bacha, S.: Neural networks for web server workload forecasting. In: 2013 IEEE International Conference on Industrial Technology (ICIT), Cape Town, 2013, pp. 1152\u20131156","DOI":"10.1109\/ICIT.2013.6505835"},{"key":"3_CR16","doi-asserted-by":"crossref","unstructured":"Oodan, A., Ward, K., Savolaine, C., Daneshmand, M., Hoath, P.: Telecommunications quality of service management from legacy to emerging services. In: IET Telecommunication Series, vol. 48 (2002)","DOI":"10.1049\/PBTE048E"}],"container-title":["Advances in Intelligent Systems and Computing","Advances in Computational Intelligence Systems"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-46562-3_3","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,10]],"date-time":"2025-06-10T17:01:29Z","timestamp":1749574889000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-319-46562-3_3"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2016,9,7]]},"ISBN":["9783319465616","9783319465623"],"references-count":16,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-46562-3_3","relation":{},"ISSN":["2194-5357","2194-5365"],"issn-type":[{"type":"print","value":"2194-5357"},{"type":"electronic","value":"2194-5365"}],"subject":[],"published":{"date-parts":[[2016,9,7]]}}}