{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,4,9]],"date-time":"2025-04-09T00:47:43Z","timestamp":1744159663337,"version":"3.28.0"},"reference-count":25,"publisher":"IEEE","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2015,11]]},"DOI":"10.1109\/cnsm.2015.7367335","type":"proceedings-article","created":{"date-parts":[[2016,1,4]],"date-time":"2016-01-04T21:34:58Z","timestamp":1451943298000},"page":"29-35","source":"Crossref","is-referenced-by-count":7,"title":["Forecasting methods for cloud hosted resources, a comparison"],"prefix":"10.1109","author":[{"given":"H. A.","family":"Engelbrecht","sequence":"first","affiliation":[]},{"given":"M","family":"van Greunen","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/CECNet.2012.6201461"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1145\/781027.781067"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1016\/j.future.2008.11.002"},{"key":"ref13","volume":"41","author":"farnum","year":"1990","journal-title":"Quantitative Forecasting Methods"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1145\/2063384.2063449"},{"journal-title":"Smoothing Forecasting and Prediction of Discrete Time Series","year":"1963","author":"brown","key":"ref15"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1287\/mnsc.6.3.324"},{"journal-title":"Forecasting Principles and Practice","year":"2013","author":"hyndman","key":"ref17"},{"article-title":"AutoRegression (AR)","year":"1998","author":"bourke","key":"ref18"},{"key":"ref19","first-page":"8","article-title":"Markov Chain Models (Part 1)","author":"craven","year":"2011"},{"key":"ref4","first-page":"9","article-title":"PRESS: PRedictive Elastic reSource Scaling for cloud systems","author":"gong","year":"0","journal-title":"Proceedings of the 2010 International Conference on Network and Service Management CNSM 2010"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1007\/s13174-010-0007-6"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/CLOUD.2014.78"},{"key":"ref5","first-page":"14","article-title":"AGILE: elastic distributed resource scaling for Infrastructure-as-a-Service","author":"nguyen","year":"0","journal-title":"10th International Conference on Autonomic Computing (ICAC '13)"},{"journal-title":"Google Cluster Data","year":"2010","author":"hellerstein","key":"ref8"},{"key":"ref7","first-page":"11","article-title":"Auto-scaling Techniques for Elastic Applications in Cloud Environments","author":"lorido-botr\u00e1n","year":"2012"},{"year":"0","key":"ref2","article-title":"Amazon Elastic Compute Cloud (EC2) - Scalable Cloud Hosting"},{"journal-title":"More Google Cluster Data","year":"2011","author":"wilkes","key":"ref9"},{"year":"0","key":"ref1","article-title":"Compute Cloud Platform"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1016\/0364-0213(90)90002-E"},{"year":"0","key":"ref22","article-title":"3.3. Model evaluation: quantifying the quality of predictions"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1038\/323533a0"},{"article-title":"PyWavelets - Discrete Wavelet Transform in Python","year":"0","author":"wasilewski","key":"ref24"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/ICPPW.2012.57"},{"key":"ref25","first-page":"281","article-title":"Random Search for Hyper-Parameter Optimization","volume":"13","author":"bergstra","year":"2012","journal-title":"Journal of Machine Learning Research"}],"event":{"name":"2015 11th International Conference on Network and Service Management (CNSM)","start":{"date-parts":[[2015,11,9]]},"location":"Barcelona, Spain","end":{"date-parts":[[2015,11,13]]}},"container-title":["2015 11th International Conference on Network and Service Management (CNSM)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/7360263\/7367318\/07367335.pdf?arnumber=7367335","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2017,3,25]],"date-time":"2017-03-25T03:55:45Z","timestamp":1490414145000},"score":1,"resource":{"primary":{"URL":"http:\/\/ieeexplore.ieee.org\/document\/7367335\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2015,11]]},"references-count":25,"URL":"https:\/\/doi.org\/10.1109\/cnsm.2015.7367335","relation":{},"subject":[],"published":{"date-parts":[[2015,11]]}}}