{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,17]],"date-time":"2025-10-17T13:56:23Z","timestamp":1760709383782,"version":"3.41.0"},"publisher-location":"Cham","reference-count":21,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783319659473"},{"type":"electronic","value":"9783319659480"}],"license":[{"start":{"date-parts":[[2017,1,1]],"date-time":"2017-01-01T00:00:00Z","timestamp":1483228800000},"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\/978-3-319-65948-0_12","type":"book-chapter","created":{"date-parts":[[2017,8,10]],"date-time":"2017-08-10T02:33:00Z","timestamp":1502332380000},"page":"184-200","source":"Crossref","is-referenced-by-count":5,"title":["Holistic Processing and Exploring Event Logs"],"prefix":"10.1007","author":[{"given":"Marcin","family":"Kubacki","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Janusz","family":"Sosnowski","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2017,8,11]]},"reference":[{"key":"12_CR1","doi-asserted-by":"crossref","DOI":"10.1002\/9780470689646","volume-title":"Text Mining Applications and Theory","author":"MW Berry","year":"2010","unstructured":"Berry, M.W., Kogan, J.: Text Mining Applications and Theory. Wiley, Chichester (2010)"},{"key":"12_CR2","doi-asserted-by":"crossref","unstructured":"Chen, C., Singh, N., Yajnik, D.: Log analytics for dependable enterprise telephony. In: Proceedings of 9th European Dependable Computing Conference, pp. 94\u2013101 (2012)","DOI":"10.1109\/EDCC.2012.14"},{"key":"12_CR3","doi-asserted-by":"crossref","unstructured":"Chuvakin, A., Schmid, K., Phillips, C., Moulder, P.: Logging and log management, the authoritative guide to understanding the concepts surrounding logging and log management. Elsevier (2013). http:\/\/dx.doi.org\/10.1016\/B978-1-59-749635-3.00024-5","DOI":"10.1016\/B978-1-59-749635-3.00024-5"},{"key":"12_CR4","doi-asserted-by":"crossref","unstructured":"Cinque, M., Cotroneo, D, Della, Corte, R., Pecchia, A.: Assessing direct monitoring techniques to analyze failures of critical industrial systems. In: Proceedings of IEEE 25th International Symposium on Software Reliability Engineering, pp. 212\u2013222 (2014)","DOI":"10.1109\/ISSRE.2014.30"},{"key":"12_CR5","doi-asserted-by":"crossref","unstructured":"Di Martino, C., Kalbarczyk, Z., Kramer, W., Iyer, R.: Measuring and understanding extreme-scale application resilience: a field study of 5,000,000 HPC application runs. In: IEEEE\/IFIP International Conference on Dependable Systems and Networks, pp. 25\u201336 (2015)","DOI":"10.1109\/DSN.2015.50"},{"key":"12_CR6","doi-asserted-by":"crossref","unstructured":"Fu, X., Ren, R., Zhan, J., Zhou, W., Jia, Z., Lu, G.: Logmaster: mining event correlations in logs of large-scale cluster systems. In: Proceedings of the 31st IEEE Symposium on Reliable Distributed Systems, pp. 71\u201380 (2012)","DOI":"10.1109\/SRDS.2012.40"},{"key":"12_CR7","doi-asserted-by":"crossref","unstructured":"Gainaru, A., Cappelo, F., Snir, M., Kramer, W.: Fault prediction under the microscope: a closer look into HPC systems. In: Proceedings of the International Conference for High Performance Computing, pp 1\u201312 (2012)","DOI":"10.1109\/SC.2012.57"},{"key":"12_CR8","doi-asserted-by":"crossref","unstructured":"He, P., Zhu, J., He, S., Li, J., Lyu, M.R.: An evaluation study on log parsing and its use in log mining. In: Proceedings of the 46th Annual IEEE\/IFIP International Conference on Dependable Systems and Networks, pp. 654\u2013661 (2016)","DOI":"10.1109\/DSN.2016.66"},{"key":"12_CR9","doi-asserted-by":"crossref","unstructured":"He, S., Zhu, J., He, P., Lyu, M.R.: Experience report: system log analysis for anomaly detection. In: Proceedings of the International Symposium on Software Reliability Engineering (ISSRE), pp 207\u2013218 (2016)","DOI":"10.1109\/ISSRE.2016.21"},{"key":"12_CR10","doi-asserted-by":"crossref","unstructured":"Kubacki, M., Sosnowski, J.: Multidimensional log analysis. In: Proceedings of European Dependable Computing Conference, pp. 193\u2013196 (2016)","DOI":"10.1109\/EDCC.2016.18"},{"key":"12_CR11","doi-asserted-by":"crossref","first-page":"84","DOI":"10.1016\/j.eswa.2016.08.069","volume":"67","author":"D Law","year":"2017","unstructured":"Law, D., Gruss, R., Abrahams, A.S.: Automated defect discovery for dishwasher appliances from online consumer reviews. Expert Syst. Appl. 67, 84\u201394 (2017)","journal-title":"Expert Syst. Appl."},{"key":"12_CR12","doi-asserted-by":"crossref","unstructured":"Lin, Q., Zhang, H., Lou, J.G., Zhang, Y., Chen, X.: Log clustering based problem identification for online service systems. In: Proceedings of the 38th International Conference on Software Engineering (2016)","DOI":"10.1145\/2889160.2889232"},{"key":"12_CR13","unstructured":"Lou, J., Fu, Q., Yang, S., Xu, Y., Li, J.: Mining invariants from console logs for system problem detection. In: Proceedings of the USENIX Annual Technical Conference (2010)"},{"issue":"11","key":"12_CR14","doi-asserted-by":"crossref","first-page":"1921","DOI":"10.1109\/TKDE.2011.138","volume":"24","author":"A Makanju","year":"2012","unstructured":"Makanju, A., Zincir-Heywoodet, A.N., Milios, E.E.: A lightweight algorithm for message type extraction in system application logs. IEEE Trans. Knowl. Data Eng. 24(11), 1921\u20131936 (2012)","journal-title":"IEEE Trans. Knowl. Data Eng."},{"key":"12_CR15","doi-asserted-by":"crossref","unstructured":"Nagappan, M., Robinson, B.: Creating operational profiles of software systems by transforming their log files to directed cyclic graphs. In: Proceedings of the 6th International Workshop on Traceability in Emerging Forms of Software Engineering, pp. 54\u201357. ACM (2011)","DOI":"10.1145\/1987856.1987869"},{"key":"12_CR16","doi-asserted-by":"crossref","unstructured":"Peccia, A., Cinque, M., Carrozza, G., Cotroneo, D.: Industry practices and event logging: assessment of a critical software development process. In: Proceedings of the IEEE\/ACM 37th IEEE International Conference on Software Engineering, pp. 169\u2013178 (2015)","DOI":"10.1109\/ICSE.2015.145"},{"key":"12_CR17","series-title":"Advances in Intelligent and Soft Computing","doi-asserted-by":"publisher","first-page":"259","DOI":"10.1007\/978-3-642-30662-4_17","volume-title":"Complex Systems and Dependability","author":"J Sosnowski","year":"2013","unstructured":"Sosnowski, J., Kubacki, M., Krawczyk, H.: Monitoring event logs within a cluster system. In: Zamojski, W., Mazurkiewicz, J., Sugier, J., Walkowiak, T., Kacprzyk, J. (eds.) Complex Systems and Dependability. AINSC, vol. 170, pp. 259\u2013271. Springer, Heidelberg (2013). doi: 10.1007\/978-3-642-30662-4_17"},{"key":"12_CR18","doi-asserted-by":"crossref","unstructured":"Stearley, J., Oliner, A.: Bad words: finding faults in spirit\u2019s syslogs. In: Proceedings of International Conference on Cluster Computing and the Grid (2008)","DOI":"10.1109\/CCGRID.2008.107"},{"key":"12_CR19","doi-asserted-by":"crossref","unstructured":"Tang, L., Li, T., Perng, C.-S.: LogSig: generating system events from raw textual logs. In: Proceedings of the 20th ACM International Conference on Information and Knowledge Management, pp. 785\u2013794 (2011)","DOI":"10.1145\/2063576.2063690"},{"key":"12_CR20","doi-asserted-by":"crossref","unstructured":"Xu, W., Huang, L., Fox, A., Patterson, D., Jordon, M.I.: Detecting large-scale system problems by mining console logs. In: Proceedings of the ACM Symposium on Operating Systems Principles, pp. 117\u2013132 (2009)","DOI":"10.1145\/1629575.1629587"},{"key":"12_CR21","doi-asserted-by":"crossref","unstructured":"Zhu, J., He, P., Fu, Q., Zhang, H., Lyu, R., Zhang, D.: Learning to log: helping developers make informed logging decisions. In: Proceedings of the 37th International Conference on Software Engineering, pp. 415\u2013424 (2015)","DOI":"10.1109\/ICSE.2015.60"}],"container-title":["Lecture Notes in Computer Science","Software Engineering for Resilient Systems"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-65948-0_12","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,24]],"date-time":"2025-06-24T21:37:46Z","timestamp":1750801066000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-319-65948-0_12"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2017]]},"ISBN":["9783319659473","9783319659480"],"references-count":21,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-65948-0_12","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2017]]}}}