{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,6,21]],"date-time":"2025-06-21T22:24:12Z","timestamp":1750544652165,"version":"3.37.3"},"reference-count":17,"publisher":"Springer Science and Business Media LLC","issue":"1","license":[{"start":{"date-parts":[[2018,5,29]],"date-time":"2018-05-29T00:00:00Z","timestamp":1527552000000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["SICS Softw.-Inensiv. Cyber-Phys. Syst."],"published-print":{"date-parts":[[2019,3]]},"DOI":"10.1007\/s00450-018-0394-7","type":"journal-article","created":{"date-parts":[[2018,5,29]],"date-time":"2018-05-29T08:44:39Z","timestamp":1527583479000},"page":"61-70","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":4,"title":["Analyzing the power consumption behavior of a large scale data center"],"prefix":"10.1007","volume":"34","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-3209-5783","authenticated-orcid":false,"given":"Kashif Nizam","family":"Khan","sequence":"first","affiliation":[]},{"given":"Sanja","family":"Scepanovic","sequence":"additional","affiliation":[]},{"given":"Tapio","family":"Niemi","sequence":"additional","affiliation":[]},{"given":"Jukka K.","family":"Nurminen","sequence":"additional","affiliation":[]},{"given":"Sebastian","family":"Von Alfthan","sequence":"additional","affiliation":[]},{"given":"Olli-Pekka","family":"Lehto","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2018,5,29]]},"reference":[{"key":"394_CR1","unstructured":"Taito supercluster. \n                    https:\/\/research.csc.fi\/csc-s-servers\/taito\n                    \n                  . Accessed 17 Marc 2017"},{"issue":"4","key":"394_CR2","doi-asserted-by":"publisher","first-page":"563","DOI":"10.1109\/TC.2011.47","volume":"61","author":"WL Bircher","year":"2012","unstructured":"Bircher WL, John LK (2012) Complete system power estimation using processor performance events. IEEE Trans Comput 61(4):563\u2013577. \n                    https:\/\/doi.org\/10.1109\/TC.2011.47","journal-title":"IEEE Trans Comput"},{"key":"394_CR3","first-page":"181","volume-title":"Predictive modeling for job power consumption in HPC systems","author":"A Borghesi","year":"2016","unstructured":"Borghesi A, Bartolini A, Lombardi M, Milano M, Benini L (2016) Predictive modeling for job power consumption in HPC systems. Springer, Cham, pp 181\u2013199"},{"issue":"1","key":"394_CR4","doi-asserted-by":"publisher","first-page":"5","DOI":"10.1023\/A:1010933404324","volume":"45","author":"L Breiman","year":"2001","unstructured":"Breiman L (2001) Random forests. Mach Learn 45(1):5\u201332","journal-title":"Mach Learn"},{"issue":"1","key":"394_CR5","doi-asserted-by":"publisher","first-page":"732","DOI":"10.1109\/COMST.2015.2481183","volume":"18","author":"M Dayarathna","year":"2016","unstructured":"Dayarathna M, Wen Y, Fan R (2016) Data center energy consumption modeling: a survey. IEEE Commun Surv Tutor 18(1):732\u2013794","journal-title":"IEEE Commun Surv Tutor"},{"key":"394_CR6","unstructured":"Economou D, Rivoire S, Kozyrakis C, Ranganathan P (2006) Full-system power analysis and modeling for server environments. In: International symposium on computer architecture-IEEE"},{"issue":"5","key":"394_CR7","doi-asserted-by":"publisher","first-page":"658","DOI":"10.1109\/TPDS.2009.76","volume":"21","author":"R Ge","year":"2010","unstructured":"Ge R, Feng X, Song S, Chang HC, Li D, Cameron KW (2010) Powerpack: energy profiling and analysis of high-performance systems and applications. IEEE Trans Parallel Distrib Syst 21(5):658\u2013671","journal-title":"IEEE Trans Parallel Distrib Syst"},{"key":"394_CR8","doi-asserted-by":"publisher","unstructured":"Hackenberg D, Sch\u00f6ne R, Ilsche T, Molka D, Schuchart J, Geyer R (2015) An energy efficiency feature survey of the Intel Haswell processor. In: 2015 IEEE international parallel and distributed processing symposium workshop, pp. 896\u2013904. \n                    https:\/\/doi.org\/10.1109\/IPDPSW.2015.70","DOI":"10.1109\/IPDPSW.2015.70"},{"key":"394_CR9","unstructured":"Hirki M, Ou Z, Khan KN, Nurminen JK, Niemi T (2016) Empirical study of the power consumption of the x86-64 instruction decoder. In: USENIX workshop on cool topics on sustainable data centers (CoolDC 16). USENIX Association, Santa Clara, CA"},{"key":"394_CR10","unstructured":"Intel: Intel 64 and IA-32 Architectures Software Developer\u2019s Manual Volume 3 (3A, 3B & 3C): System Programming Guide (2014)"},{"issue":"4","key":"394_CR11","doi-asserted-by":"publisher","first-page":"207","DOI":"10.1007\/s00450-016-0325-4","volume":"31","author":"KN Khan","year":"2016","unstructured":"Khan KN, Ou Z, Hirki M, Nurminen JK, Niemi T (2016) How much power does your server consume? Estimating wall socket power using RAPL measurements. Comput Sci Res Dev 31(4):207\u2013214","journal-title":"Comput Sci Res Dev"},{"issue":"1","key":"394_CR12","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1016\/S0925-2312(98)00030-7","volume":"21","author":"T Kohonen","year":"1998","unstructured":"Kohonen T (1998) The self-organizing map. Neurocomputing 21(1):1\u20136","journal-title":"Neurocomputing"},{"issue":"6","key":"394_CR13","doi-asserted-by":"publisher","first-page":"1600","DOI":"10.1109\/TPDS.2013.183","volume":"25","author":"C M\u00f6bius","year":"2014","unstructured":"M\u00f6bius C, Dargie W, Schill A (2014) Power consumption estimation models for processors, virtual machines, and servers. IEEE Trans Parallel Distrib Syst 25(6):1600\u20131614","journal-title":"IEEE Trans Parallel Distrib Syst"},{"key":"394_CR14","doi-asserted-by":"crossref","unstructured":"Molka D, Hackenberg D, Sch\u00f6ne R, M\u00fcller MS (2010) Characterizing the energy consumption of data transfers and arithmetic operations on x86-64 processors. In: International conference on green computing, pp 123\u2013133","DOI":"10.1109\/GREENCOMP.2010.5598316"},{"key":"394_CR15","doi-asserted-by":"publisher","unstructured":"Podzimek A, Bulej L, Chen LY, Binder W, Tuma P (2015) Analyzing the impact of cpu pinning and partial cpu loads on performance and energy efficiency. In: 2015 15th IEEE\/ACM international symposium on cluster, cloud and grid computing, pp 1\u201310. \n                    https:\/\/doi.org\/10.1109\/CCGrid.2015.164","DOI":"10.1109\/CCGrid.2015.164"},{"key":"394_CR16","doi-asserted-by":"crossref","unstructured":"Shehabi A, Smith S, Horner N, Azevedo I, Brown R, Koomey J, Masanet E, Sartor D, Herrlin M, Lintner W (2016) United states data center energy usage report. Lawrence Berkeley National Laboratory, Berkeley, California. LBNL-1005775, p 4","DOI":"10.2172\/1372902"},{"key":"394_CR17","unstructured":"Zhai Y, Zhang X, Eranian S, Tang L, Mars J (2014) HaPPy: hyperthread-aware power profiling dynamically. In: 2014 USENIX annual technical conference (USENIX ATC 14), pp 211\u2013217. USENIX Association, Philadelphia, PA"}],"container-title":["SICS Software-Intensive Cyber-Physical Systems"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s00450-018-0394-7.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s00450-018-0394-7\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s00450-018-0394-7.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,5,28]],"date-time":"2019-05-28T20:43:54Z","timestamp":1559076234000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s00450-018-0394-7"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018,5,29]]},"references-count":17,"journal-issue":{"issue":"1","published-print":{"date-parts":[[2019,3]]}},"alternative-id":["394"],"URL":"https:\/\/doi.org\/10.1007\/s00450-018-0394-7","relation":{},"ISSN":["2524-8510","2524-8529"],"issn-type":[{"type":"print","value":"2524-8510"},{"type":"electronic","value":"2524-8529"}],"subject":[],"published":{"date-parts":[[2018,5,29]]},"assertion":[{"value":"29 May 2018","order":1,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}}]}}