{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,5,4]],"date-time":"2025-05-04T11:10:06Z","timestamp":1746357006835,"version":"3.40.4"},"publisher-location":"Cham","reference-count":19,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783319105567"},{"type":"electronic","value":"9783319105574"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2014]]},"DOI":"10.1007\/978-3-319-10557-4_38","type":"book-chapter","created":{"date-parts":[[2014,8,27]],"date-time":"2014-08-27T12:12:24Z","timestamp":1409141544000},"page":"350-359","source":"Crossref","is-referenced-by-count":4,"title":["Towards a Non-intrusive Recognition of Anomalous System Behavior in Data Centers"],"prefix":"10.1007","author":[{"given":"Roberto","family":"Baldoni","sequence":"first","affiliation":[]},{"given":"Adriano","family":"Cerocchi","sequence":"additional","affiliation":[]},{"given":"Claudio","family":"Ciccotelli","sequence":"additional","affiliation":[]},{"given":"Alessandro","family":"Donno","sequence":"additional","affiliation":[]},{"given":"Federico","family":"Lombardi","sequence":"additional","affiliation":[]},{"given":"Luca","family":"Montanari","sequence":"additional","affiliation":[]}],"member":"297","reference":[{"key":"38_CR1","unstructured":"Over s.r.l. website, http:\/\/www.overtechnologies.com"},{"key":"38_CR2","unstructured":"Encog Machine Learning Framework (2008), http:\/\/www.heatonresearch.com\/encog\/"},{"key":"38_CR3","doi-asserted-by":"publisher","first-page":"74","DOI":"10.1145\/1165389.945454","volume":"37","author":"M.K. Aguilera","year":"2003","unstructured":"Aguilera, M.K., Mogul, J.C., Wiener, J.L., Reynolds, P., Muthitacharoen, A.: Performance debugging for distributed systems of black boxes. SIGOPS Oper. Syst. Rev.\u00a037, 74\u201389 (2003)","journal-title":"SIGOPS Oper. Syst. Rev."},{"key":"38_CR4","doi-asserted-by":"crossref","unstructured":"Aniello, L., Baldoni, R., Bonomi, S., Lombardi, F., Zelli, A.: An Architecture for Automatic Scaling of Replicated Services. To appear in the Proceedings of the 2nd International Conference on NETworked sYStems (NETYS), vol.\u00a05 (2014)","DOI":"10.1007\/978-3-319-09581-3_9"},{"key":"38_CR5","unstructured":"Baldoni, R., Caruso, M., Cerocchi, A., Ciccotelli, C., Montanari, L., Nicoletti, L.: Correlating power consumption and network traffic for improving data centers resiliency. ArXiv e-prints (May 2014)"},{"key":"38_CR6","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"crossref","first-page":"185","DOI":"10.1007\/978-3-642-33678-2_16","volume-title":"SAFECOMP 2012","author":"R. Baldoni","year":"2012","unstructured":"Baldoni, R., Lodi, G., Montanari, L., Mariotta, G., Rizzuto, M.: Online black-box failure prediction for mission critical distributed systems. In: Ortmeier, F., Lipaczewski, M. (eds.) SAFECOMP 2012. LNCS, vol.\u00a07612, pp. 185\u2013197. Springer, Heidelberg (2012)"},{"issue":"1-3","key":"38_CR7","doi-asserted-by":"publisher","first-page":"91","DOI":"10.1023\/A:1012074215150","volume":"31","author":"R.J. Frank","year":"2001","unstructured":"Frank, R.J., Davey, N., Hunt, S.P.: Time series prediction and neural networks. Journal of Intelligent and Robotic Systems\u00a031(1-3), 91\u2013103 (2001)","journal-title":"Journal of Intelligent and Robotic Systems"},{"key":"38_CR8","first-page":"17","volume-title":"Proceedings of the 7th USENIX Conference on Networked Systems Design and Implementation, NSDI 2010","author":"B. Heller","year":"2010","unstructured":"Heller, B., Seetharaman, S., Mahadevan, P., Yiakoumis, Y., Sharma, P., Banerjee, S., McKeown, N.: Elastictree: Saving energy in data center networks. In: Proceedings of the 7th USENIX Conference on Networked Systems Design and Implementation, NSDI 2010, p. 17. USENIX Association, Berkeley (2010)"},{"key":"38_CR9","unstructured":"Kazandjieva, M., Heller, B., Levis, P., Kozyrakis, C.: Energy dumpster diving. In: SOSP 2009: Proceedings of the ACM SIGOPS 22nd Symposium on Operating Systems Principles. ACM, New York (2009)"},{"issue":"2","key":"38_CR10","doi-asserted-by":"publisher","first-page":"183","DOI":"10.1007\/s10586-007-0045-4","volume":"11","author":"C. Lefurgy","year":"2008","unstructured":"Lefurgy, C., Wang, X., Ware, M.: Power capping: A prelude to power shifting. Cluster Computing\u00a011(2), 183\u2013195 (2008)","journal-title":"Cluster Computing"},{"issue":"2","key":"38_CR11","doi-asserted-by":"publisher","first-page":"442","DOI":"10.1109\/59.76685","volume":"6","author":"D.C. Park","year":"1991","unstructured":"Park, D.C., El-Sharkawi, M.A., Marks, R.J., Atlas, L.E., Damborg, M.J., et al.: Electric load forecasting using an artificial neural network. IEEE Transactions on Power Systems\u00a06(2), 442\u2013449 (1991)","journal-title":"IEEE Transactions on Power Systems"},{"key":"38_CR12","unstructured":"Riedmiller, M., Braun, H.: A direct adaptive method for faster backpropagation learning: The rprop algorithm. In: IEEE International Conference on Neural Networks, pp. 586\u2013591. IEEE (1993)"},{"issue":"1","key":"38_CR13","doi-asserted-by":"publisher","first-page":"113","DOI":"10.1109\/59.982201","volume":"17","author":"T. Senjyu","year":"2002","unstructured":"Senjyu, T., Takara, H., Uezato, K., Funabashi, T.: One-hour-ahead load forecasting using neural network. IEEE Transactions on Power Systems\u00a017(1), 113\u2013118 (2002)","journal-title":"IEEE Transactions on Power Systems"},{"key":"38_CR14","first-page":"173","volume-title":"Proc. of ACM PODC 2010","author":"Y. Tan","year":"2010","unstructured":"Tan, Y., Gu, X., Wang, H.: Adaptive system anomaly prediction for large-scale hosting infrastructures. In: Proc. of ACM PODC 2010, pp. 173\u2013182. ACM, New York (2010)"},{"key":"38_CR15","doi-asserted-by":"crossref","unstructured":"Wang, X., Yao, Y., Wang, X., Lu, K., Cao, Q.: Carpo: Correlation-aware power optimization in data center networks. In: 2012 Proceedings IEEE INFOCOM, pp. 1125\u20131133 (March 2012)","DOI":"10.1109\/INFCOM.2012.6195471"},{"key":"38_CR16","doi-asserted-by":"crossref","unstructured":"Wang, X., Chen, M.: Cluster-level feedback power control for performance optimization. In: IEEE 14th International Symposium on High Performance Computer Architecture, HPCA 2008, pp. 101\u2013110 (February 2008)","DOI":"10.1109\/HPCA.2008.4658631"},{"key":"38_CR17","doi-asserted-by":"crossref","unstructured":"Wang, X., Wang, Y.: Co-con: Coordinated control of power and application performance for virtualized server clusters. In: 17th International Workshop on Quality of Service, IWQoS, pp. 1\u20139 (July 2009)","DOI":"10.1109\/IWQoS.2009.5201388"},{"key":"38_CR18","doi-asserted-by":"crossref","unstructured":"Williams, A.W., Pertet, S.M., Narasimhan, P.: Tiresias: Black-box failure prediction in distributed systems. In: Proceedings of IEEE International Parallel and Distributed Processing Symposium (IPDPS 2007), Los Alamitos, CA, USA (2007)","DOI":"10.1109\/IPDPS.2007.370345"},{"issue":"1","key":"38_CR19","doi-asserted-by":"publisher","first-page":"35","DOI":"10.1016\/S0169-2070(97)00044-7","volume":"14","author":"G. Zhang","year":"1998","unstructured":"Zhang, G., Patuwo, B.E., Hu, M.Y.: Forecasting With Artificial Neural Networks: the State of the Art. International Journal of Forecasting\u00a014(1), 35\u201362 (1998)","journal-title":"International Journal of Forecasting"}],"container-title":["Lecture Notes in Computer Science","Computer Safety, Reliability, and Security"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-10557-4_38","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,5,4]],"date-time":"2025-05-04T10:51:50Z","timestamp":1746355910000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-319-10557-4_38"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2014]]},"ISBN":["9783319105567","9783319105574"],"references-count":19,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-10557-4_38","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2014]]}}}