{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,19]],"date-time":"2026-02-19T22:07:08Z","timestamp":1771538828422,"version":"3.50.1"},"reference-count":29,"publisher":"Springer Science and Business Media LLC","issue":"2","license":[{"start":{"date-parts":[[2021,1,20]],"date-time":"2021-01-20T00:00:00Z","timestamp":1611100800000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"},{"start":{"date-parts":[[2021,1,20]],"date-time":"2021-01-20T00:00:00Z","timestamp":1611100800000},"content-version":"vor","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["J Netw Syst Manage"],"published-print":{"date-parts":[[2021,4]]},"DOI":"10.1007\/s10922-020-09579-0","type":"journal-article","created":{"date-parts":[[2021,1,20]],"date-time":"2021-01-20T06:02:45Z","timestamp":1611122565000},"update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":5,"title":["Peripheral Diagnosis for Propagated Network Faults"],"prefix":"10.1007","volume":"29","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-4313-5445","authenticated-orcid":false,"given":"Angela M.","family":"Vargas-Arcila","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-5608-9097","authenticated-orcid":false,"given":"Juan Carlos","family":"Corrales","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-1429-4092","authenticated-orcid":false,"given":"Araceli","family":"Sanchis","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-2935-7316","authenticated-orcid":false,"given":"\u00c1lvaro Rend\u00f3n","family":"Gall\u00f3n","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2021,1,20]]},"reference":[{"issue":"4","key":"9579_CR1","doi-asserted-by":"publisher","first-page":"3030","DOI":"10.1109\/COMST.2016.2570599","volume":"18","author":"A Dusia","year":"2016","unstructured":"Dusia, A., Sethi, A.S.: Recent advances in fault localization in computer networks. IEEE Commun. Surv. Tutor. 18(4), 3030\u20133051 (2016). https:\/\/doi.org\/10.1109\/COMST.2016.2570599","journal-title":"IEEE Commun. Surv. Tutor."},{"issue":"2","key":"9579_CR2","doi-asserted-by":"publisher","first-page":"165","DOI":"10.1016\/j.scico.2004.01.010","volume":"53","author":"M Steinder","year":"2004","unstructured":"Steinder, M., Sethi, A.S.: A survey of fault localization techniques in computer networks. Sci. Comput. Program. 53(2), 165\u2013194 (2004). https:\/\/doi.org\/10.1016\/j.scico.2004.01.010","journal-title":"Sci. Comput. Program."},{"key":"9579_CR3","volume-title":"Guidelines for Performing Systematic Literature Reviews in Software Engineering","author":"B Kitchenham","year":"2017","unstructured":"Kitchenham, B., Charters, S.: Guidelines for Performing Systematic Literature Reviews in Software Engineering. Elsevier, Amsterdam (2017)"},{"issue":"2","key":"9579_CR4","doi-asserted-by":"publisher","first-page":"165","DOI":"10.1016\/j.scico.2004.01.010","volume":"53","author":"M Steinder","year":"2004","unstructured":"Steinder, M., Sethi, A.S.: A survey of fault localization techniques in computer networks. Sci. Comput. Program. 53(2), 165\u2013194 (2004). https:\/\/doi.org\/10.1016\/j.scico.2004.01.010","journal-title":"Sci. Comput. Program."},{"issue":"4","key":"9579_CR5","doi-asserted-by":"publisher","first-page":"3030","DOI":"10.1109\/COMST.2016.2570599","volume":"18","author":"A Dusia","year":"2016","unstructured":"Dusia, A., Sethi, A.S.: Recent advances in fault localization in computer networks. IEEE Commun. Surv. Tutor. 18(4), 3030\u20133051 (2016). https:\/\/doi.org\/10.1109\/COMST.2016.2570599","journal-title":"IEEE Commun. Surv. Tutor."},{"key":"9579_CR6","doi-asserted-by":"publisher","unstructured":"Yu, L., Cheng, L., Qiao, Y., Yuan, Y., Chen, X.: An efficient active probing approach based on the combination of online and offline strategies. In: 2010 International Conference on Network and Service Management,\u00a0 2010, pp.\u00a0298\u2013301.\u00a0\u00a0https:\/\/doi.org\/10.1109\/CNSM.2010.5691213","DOI":"10.1109\/CNSM.2010.5691213"},{"key":"9579_CR7","doi-asserted-by":"publisher","first-page":"45","DOI":"10.1016\/j.ress.2012.12.015","volume":"114","author":"L Lu","year":"2013","unstructured":"Lu, L., Xu, Z., Wang, W., Sun, Y.: A new fault detection method for computer networks. Reliab. Eng. Syst. Saf. 114, 45\u201351 (2013). https:\/\/doi.org\/10.1016\/j.ress.2012.12.015","journal-title":"Reliab. Eng. Syst. Saf."},{"issue":"3","key":"9579_CR8","doi-asserted-by":"publisher","first-page":"307","DOI":"10.1109\/TNSM.2014.2326297","volume":"11","author":"SF Gillani","year":"2014","unstructured":"Gillani, S.F., Demirci, M., Al-Shaer, E., Ammar, M.H.: Problem localization and quantification using formal evidential reasoning for virtual networks. IEEE Trans. Netw. Serv. Manag. 11(3), 307\u2013320 (2014). https:\/\/doi.org\/10.1109\/TNSM.2014.2326297","journal-title":"IEEE Trans. Netw. Serv. Manag."},{"key":"9579_CR9","doi-asserted-by":"publisher","unstructured":"Yan, C., Wang, Y., Qiu, X., Li, W., Guan, L.: Multi-layer fault diagnosis method in the Network Virtualization Environment. In The 16th Asia-Pacific Network Operations and Management Symposium, Sep. 2014, pp.\u00a01\u20136.\u00a0\u00a0https:\/\/doi.org\/10.1109\/APNOMS.2014.6996580","DOI":"10.1109\/APNOMS.2014.6996580"},{"key":"9579_CR10","doi-asserted-by":"publisher","unstructured":"Wang, H., Wang, Y., Qiu, X., Li, W., Xiao, A.: Fault diagnosis based on evidences screening in virtual network. In: 2015 IFIP\/IEEE International Symposium on Integrated Network Management (IM), May 2015, pp.\u00a0802\u2013805.\u00a0\u00a0https:\/\/doi.org\/10.1109\/INM.2015.7140380","DOI":"10.1109\/INM.2015.7140380"},{"key":"9579_CR11","doi-asserted-by":"publisher","unstructured":"Steinert, R., Gillblad, D.: Long-Term Adaptation and Distributed Detection of Local Network Changes. In: 2010 IEEE Global Telecommunications Conference GLOBECOM 2010, Dec 2010, pp.\u00a01\u20135.\u00a0\u00a0https:\/\/doi.org\/10.1109\/GLOCOM.2010.5684137","DOI":"10.1109\/GLOCOM.2010.5684137"},{"issue":"7","key":"9579_CR12","doi-asserted-by":"publisher","first-page":"80","DOI":"10.1109\/MCOM.2011.5936159","volume":"49","author":"AG Prieto","year":"2011","unstructured":"Prieto, A.G., Gillblad, D., Steinert, R., Miron, A.: Toward decentralized probabilistic management. IEEE Commun. Mag. 49(7), 80\u201386 (2011). https:\/\/doi.org\/10.1109\/MCOM.2011.5936159","journal-title":"IEEE Commun. Mag."},{"key":"9579_CR13","doi-asserted-by":"publisher","unstructured":"Mahimkar, A.A., Ge, Z., Shaikh, A., Wang, J., Yates, J., Zhang, Y., Zhao, Q.: Towards automated performance diagnosis in a large IPTV network. In: Proceedings of the ACM SIGCOMM 2009 Conference on Data Communication, New York, NY, USA, 2009, pp.\u00a0231\u2013242.\u00a0\u00a0https:\/\/doi.org\/10.1145\/1592568.1592596","DOI":"10.1145\/1592568.1592596"},{"key":"9579_CR14","doi-asserted-by":"crossref","unstructured":"Kavulya, S.P., Daniels, S., Joshi, K., Hiltunen, M., Gandhi, R., Narasimhan, P.: Draco: statistical diagnosis of chronic problems in large distributed systems. In:\u00a0Proceedings of the: 2012 42Nd Annual IEEE\/IFIP International Conference on Dependable Systems and Networks (DSN), Washington, DC, USA, 2012, pp.\u00a01\u201312.\u00a0\u00a0http:\/\/dl.acm.org\/citation.cfm?id=2354410.2355155","DOI":"10.1109\/DSN.2012.6263927"},{"key":"9579_CR15","unstructured":"Johnsson, A., Meirosu, C.: Towards automatic network fault localization in real time using probabilistic inference. In: 2013 IFIP\/IEEE International Symposium on Integrated Network Management (IM 2013), May 2013, pp.\u00a01393\u20131398"},{"key":"9579_CR16","doi-asserted-by":"publisher","unstructured":"Johnsson, A., Meirosu, C., Flinta, C.: Online network performance degradation localization using probabilistic inference and change detection. In: 2014 IEEE Network Operations and Management Symposium (NOMS), May 2014, pp.\u00a01\u20138.\u00a0\u00a0https:\/\/doi.org\/10.1109\/NOMS.2014.6838255","DOI":"10.1109\/NOMS.2014.6838255"},{"issue":"02","key":"9579_CR17","doi-asserted-by":"publisher","first-page":"239","DOI":"10.1142\/S0218194020500114","volume":"30","author":"B Wang","year":"2020","unstructured":"Wang, B., Ying, S., Cheng, G., Wang, R., Yang, Z., Dong, B.: Log-based anomaly detection with the improved K-nearest neighbor. Int. J. Soft. Eng. Knowl. Eng. 30(02), 239\u2013262 (2020). https:\/\/doi.org\/10.1142\/S0218194020500114","journal-title":"Int. J. Soft. Eng. Knowl. Eng."},{"issue":"4","key":"9579_CR18","doi-asserted-by":"publisher","first-page":"3639","DOI":"10.1109\/JSYST.2019.2904513","volume":"13","author":"A Pal","year":"2019","unstructured":"Pal, A., Kumar, M.: DLME: distributed log mining using ensemble learning for fault prediction. IEEE Syst. J. 13(4), 3639\u20133650 (2019). https:\/\/doi.org\/10.1109\/JSYST.2019.2904513","journal-title":"IEEE Syst. J."},{"key":"9579_CR19","doi-asserted-by":"publisher","unstructured":"Gill, P., Jain, N., Nagappan, N.: Understanding network failures in data centers: measurement, analysis, and implications. In:\u00a0Proceedings of the ACM SIGCOMM 2011 Conference, New York, USA, 2011, pp.\u00a0350\u2013361.\u00a0https:\/\/doi.org\/10.1145\/2018436.2018477","DOI":"10.1145\/2018436.2018477"},{"key":"9579_CR20","doi-asserted-by":"publisher","unstructured":"Srinivasan, S.M., Truong-Huu, T., Gurusamy, M.: TE-based machine learning techniques for link fault localization in complex networks. In: 2018 IEEE 6th International Conference on Future Internet of Things and Cloud (FiCloud), Aug 2018, pp.\u00a025\u201332.\u00a0https:\/\/doi.org\/10.1109\/FiCloud.2018.00012","DOI":"10.1109\/FiCloud.2018.00012"},{"issue":"4","key":"9579_CR21","doi-asserted-by":"publisher","first-page":"6556","DOI":"10.1109\/JIOT.2019.2908019","volume":"6","author":"SM Srinivasan","year":"2019","unstructured":"Srinivasan, S.M., Truong-Huu, T., Gurusamy, M.: Machine learning-based link fault identification and localization in complex networks. IEEE Internet Things J. 6(4), 6556\u20136566 (2019). https:\/\/doi.org\/10.1109\/JIOT.2019.2908019","journal-title":"IEEE Internet Things J."},{"issue":"1","key":"9579_CR22","doi-asserted-by":"publisher","first-page":"158","DOI":"10.1109\/MCOM.2018.1700560","volume":"56","author":"S Ayoubi","year":"2018","unstructured":"Ayoubi, S., Limam, N., Salahuddin, M.A., Shahriar, N., Boutaba, R., Estrada-Solano, F., Caicedo, O.M.: Machine learning for cognitive network management. IEEE Commun. Mag. 56(1), 158\u2013165 (2018). https:\/\/doi.org\/10.1109\/MCOM.2018.1700560","journal-title":"IEEE Commun. Mag."},{"issue":"1","key":"9579_CR23","doi-asserted-by":"publisher","first-page":"16","DOI":"10.1186\/s13174-018-0087-2","volume":"9","author":"R Boutaba","year":"2018","unstructured":"Boutaba, R., Salahuddin, M.A., Limam, N., Ayoubi, S., Shahriar, N., Estrada-Solano, F., Caicedo, O.M.: A comprehensive survey on machine learning for networking: evolution, applications and research opportunities. J. Internet Serv. Appl. 9(1), 16 (2018). https:\/\/doi.org\/10.1186\/s13174-018-0087-2","journal-title":"J. Internet Serv. Appl."},{"key":"9579_CR24","doi-asserted-by":"publisher","unstructured":"Tayal, A., Hubballi, N., Natu, M., Sadaphal, V.: Congestion-aware probe selection for fault detection in networks. In: 2018 10th International Conference on Communication Systems Networks (COMSNETS), Jan 2018, pp.\u00a0407\u2013409.\u00a0https:\/\/doi.org\/10.1109\/COMSNETS.2018.8328229","DOI":"10.1109\/COMSNETS.2018.8328229"},{"key":"9579_CR25","unstructured":"Bombal, D., Duponchelle, J.: Getting Started with GNS3\u2013GNS3,\u00a0GNS3 Documentation, Jan. 25, 2019. https:\/\/docs.gns3.com\/1PvtRW5eAb8RJZ11maEYD9_aLY8kkdhgaMB0wPCz8a38\/index.html#h.a45sndw9oea8. Accessed 14 Jul\u00a0 2019"},{"key":"9579_CR26","doi-asserted-by":"publisher","unstructured":"Potharaju, R., Jain, N.: When the network crumbles: an empirical study of cloud network failures and their impact on services. In: Proceedings of the 4th Annual Symposium on Cloud Computing, New York, USA, 2013, pp.\u00a015:1\u201315:17.\u00a0https:\/\/doi.org\/10.1145\/2523616.2523638","DOI":"10.1145\/2523616.2523638"},{"key":"9579_CR27","doi-asserted-by":"crossref","unstructured":"Claise, B.: Cisco Systems NetFlow Services Export Version 9, RFC Editor, RFC 3954, Oct 2004.\u00a0\u00a0http:\/\/www.rfc-editor.org\/rfc\/rfc3954.txt","DOI":"10.17487\/rfc3954"},{"key":"9579_CR28","unstructured":"Gerhards, R.: The Syslog Protocol, RFC Editor, RFC 5424, Mar 2009.\u00a0\u00a0http:\/\/www.rfc-editor.org\/rfc\/rfc5424.txt"},{"key":"9579_CR29","doi-asserted-by":"publisher","unstructured":"Rezaei, S., Radmanesh, H., Alavizadeh, P., Nikoofar, H., Lahouti, F.: Automatic fault detection and diagnosis in cellular networks using operations support systems data. In:\u00a0NOMS 2016\u20132016 IEEE\/IFIP Network Operations and Management Symposium, Apr. 2016, pp.\u00a0468\u2013473.\u00a0https:\/\/doi.org\/10.1109\/NOMS.2016.7502845","DOI":"10.1109\/NOMS.2016.7502845"}],"container-title":["Journal of Network and Systems Management"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s10922-020-09579-0.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s10922-020-09579-0\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s10922-020-09579-0.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2021,3,6]],"date-time":"2021-03-06T19:18:20Z","timestamp":1615058300000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s10922-020-09579-0"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021,1,20]]},"references-count":29,"journal-issue":{"issue":"2","published-print":{"date-parts":[[2021,4]]}},"alternative-id":["9579"],"URL":"https:\/\/doi.org\/10.1007\/s10922-020-09579-0","relation":{},"ISSN":["1064-7570","1573-7705"],"issn-type":[{"value":"1064-7570","type":"print"},{"value":"1573-7705","type":"electronic"}],"subject":[],"published":{"date-parts":[[2021,1,20]]},"assertion":[{"value":"10 February 2020","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"2 December 2020","order":2,"name":"revised","label":"Revised","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"4 December 2020","order":3,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"20 January 2021","order":4,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}}],"article-number":"14"}}