{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,4,30]],"date-time":"2025-04-30T09:26:52Z","timestamp":1746005212447,"version":"3.37.3"},"reference-count":7,"publisher":"World Scientific Pub Co Pte Ltd","issue":"01","funder":[{"name":"China State Grid Company Research Project","award":["52680015002"],"award-info":[{"award-number":["52680015002"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["J CIRCUIT SYST COMP"],"published-print":{"date-parts":[[2018,1]]},"abstract":"<jats:p> The current China State Grid network consists of a set of heterogeneous and distributed networks. In such a heterogeneous environment, it is a challenging task to provide efficient network alarm management, and further to analyze the correlation of alarms. Thus, an efficient and distributed network alarm analysis scheme is becoming necessary and indispensable. To this end, we have attached our emphasis on two aspects of the aforementioned problem and proposed the corresponding algorithms, respectively. Firstly, we introduced an intra-network alarm treatment process to manage the heterogeneous network alarms. Especially, we leverage on the fuzzy clustering method and fuse alarms within the same cluster into comprehensive alarms by utilizing the Dempster\u2013Shafer theory. Secondly, we proposed an inter-network alarm analysis process to mine the correlation rules of alarms through a distributed scheme based on the Frequent Pattern-Growth (FP-Growth) association rule mining algorithm. Compared with the traditional centralized scheme and another Apriori-based distributed algorithm, our proposed scheme has a higher time efficiency for the effective management of network alarms. With the aid of such a two-step network alarm management scheme, it is easy for the network management system to make a better management of alarms in heterogeneous and distributed networks. <\/jats:p>","DOI":"10.1142\/s0218126618500123","type":"journal-article","created":{"date-parts":[[2017,6,12]],"date-time":"2017-06-12T04:09:20Z","timestamp":1497240560000},"page":"1850012","source":"Crossref","is-referenced-by-count":4,"title":["A Distributed Network Alarm Correlation Analysis Mechanism for Heterogeneous Networks"],"prefix":"10.1142","volume":"27","author":[{"given":"Qingsu","family":"He","sequence":"first","affiliation":[{"name":"China State Grid Electronic Commerce Company, 311, Guang'anmennei Street, Beijing, P. R. China"}]},{"given":"Wenting","family":"Zhou","sequence":"additional","affiliation":[{"name":"China State Grid Xinjiang Information and Telecommunication Company, 123, Jianshe Road, Urumqi, P. R. China"}]},{"given":"Hongfei","family":"Xu","sequence":"additional","affiliation":[{"name":"China State Grid JiBei Information and Telecommunication Company, 32, Zaolinqian Street, Beijing, P. R. China"}]},{"given":"Limin","family":"Cui","sequence":"additional","affiliation":[{"name":"China State Grid Xinjiang Information and Telecommunication Company, 123, Jianshe Road, Urumqi, P. R. China"}]},{"given":"Xuemei","family":"Li","sequence":"additional","affiliation":[{"name":"China State Grid JiBei Information and Telecommunication Company, 32, Zaolinqian Street, Beijing, P. R. China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-9188-9807","authenticated-orcid":false,"given":"Jiayi","family":"Liu","sequence":"additional","affiliation":[{"name":"School of Telecommunications Engineering, Xidian University, 2, Taibainan Road, Xi'an, P. R. China"}]}],"member":"219","published-online":{"date-parts":[[2017,8,23]]},"reference":[{"key":"S0218126618500123BIB008","doi-asserted-by":"publisher","DOI":"10.1016\/j.jprocont.2015.07.008"},{"key":"S0218126618500123BIB010","doi-asserted-by":"publisher","DOI":"10.1109\/69.553164"},{"key":"S0218126618500123BIB012","doi-asserted-by":"publisher","DOI":"10.1109\/69.553158"},{"key":"S0218126618500123BIB015","doi-asserted-by":"publisher","DOI":"10.1023\/B:DAMI.0000005258.31418.83"},{"key":"S0218126618500123BIB016","first-page":"472","volume":"18","author":"Song M. J.","year":"2006","journal-title":"Data Min. Knowl. Discov."},{"key":"S0218126618500123BIB017","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2007.08.006"},{"key":"S0218126618500123BIB018","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2007.04.009"}],"container-title":["Journal of Circuits, Systems and Computers"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/www.worldscientific.com\/doi\/pdf\/10.1142\/S0218126618500123","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,8,7]],"date-time":"2019-08-07T10:37:35Z","timestamp":1565174255000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.worldscientific.com\/doi\/abs\/10.1142\/S0218126618500123"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2017,8,23]]},"references-count":7,"journal-issue":{"issue":"01","published-online":{"date-parts":[[2017,8,23]]},"published-print":{"date-parts":[[2018,1]]}},"alternative-id":["10.1142\/S0218126618500123"],"URL":"https:\/\/doi.org\/10.1142\/s0218126618500123","relation":{},"ISSN":["0218-1266","1793-6454"],"issn-type":[{"type":"print","value":"0218-1266"},{"type":"electronic","value":"1793-6454"}],"subject":[],"published":{"date-parts":[[2017,8,23]]}}}