{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,12,10]],"date-time":"2025-12-10T09:09:17Z","timestamp":1765357757310,"version":"3.40.3"},"publisher-location":"Cham","reference-count":17,"publisher":"Springer Nature Switzerland","isbn-type":[{"type":"print","value":"9783031770395"},{"type":"electronic","value":"9783031770401"}],"license":[{"start":{"date-parts":[[2024,1,1]],"date-time":"2024-01-01T00:00:00Z","timestamp":1704067200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2024,1,1]],"date-time":"2024-01-01T00:00:00Z","timestamp":1704067200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2024]]},"DOI":"10.1007\/978-3-031-77040-1_18","type":"book-chapter","created":{"date-parts":[[2024,12,23]],"date-time":"2024-12-23T06:24:30Z","timestamp":1734935070000},"page":"246-258","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":1,"title":["Enhancing Security Through Data Analysis and Visualization with ELK"],"prefix":"10.1007","author":[{"given":"Zineb","family":"Bakraouy","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Wissam","family":"Abbass","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Amine","family":"Baina","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Mostafa","family":"Bellafkih","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2024,12,24]]},"reference":[{"key":"18_CR1","unstructured":"Sameer, D., Swaminathan, K.: Efficient surveillance and monitoring using the ELK stack for IoT powered smart buildings. In: 2nd International Conference on Inventive Systems and Control (ICISC), India (2018)"},{"issue":"3","key":"18_CR2","doi-asserted-by":"publisher","first-page":"210","DOI":"10.9876\/ijcs.2019.54321","volume":"24","author":"R Gomez","year":"2019","unstructured":"Gomez, R., Wang, Q.: An investigation into Logstash configurations for real-time data processing. Int. J. Comput. Sci. 24(3), 210\u2013225 (2019). https:\/\/doi.org\/10.9876\/ijcs.2019.54321","journal-title":"Int. J. Comput. Sci."},{"issue":"1","key":"18_CR3","first-page":"201","volume":"9","author":"M Ahmed","year":"2012","unstructured":"Ahmed, M., Sina, A., Chowdhury, R., Ahmed, M., Rafee, M.H.: An advanced survey on cloud computing and state-of-the-art research issues. IJCSI Int. J. Comput. Sci. Issues 9(1), 201\u2013207 (2012)","journal-title":"IJCSI Int. J. Comput. Sci. Issues"},{"issue":"2","key":"18_CR4","doi-asserted-by":"publisher","first-page":"123","DOI":"10.9876\/jdsa.2022.56789","volume":"15","author":"J Smith","year":"2022","unstructured":"Smith, J., Brown, A.: Leveraging ELK for log data analysis: a comprehensive study. J. Data Sci. Anal. 15(2), 123\u2013145 (2022). https:\/\/doi.org\/10.9876\/jdsa.2022.56789","journal-title":"J. Data Sci. Anal."},{"key":"18_CR5","doi-asserted-by":"publisher","unstructured":"Chen, L., Patel, S.: Elasticsearch: scalability and performance in large-scale data environments. In: Proceedings of the International Conference on Big Data, pp. 112\u2013125. (2018). https:\/\/doi.org\/10.54321\/bigdata.2018.87654","DOI":"10.54321\/bigdata.2018.87654"},{"key":"18_CR6","unstructured":"Harris, M., Smith, C.: Kibana visualizations: a practical guide. In: Advancements in Data Visualization, pp. 45\u201368. Springer, Heidelberg (2020)"},{"issue":"1","key":"18_CR7","first-page":"09","volume":"1","author":"DS Kushwaha","year":"2013","unstructured":"Kushwaha, D.S., Maurya, A.: Cloud computing-a tool for future. Int. J. Math. Comput. Res. 1(1), 09\u201314 (2013)","journal-title":"Int. J. Math. Comput. Res."},{"issue":"10","key":"18_CR8","doi-asserted-by":"publisher","first-page":"884","DOI":"10.12720\/jcm.14.10.884-891","volume":"14","author":"Z Bakraouy","year":"2019","unstructured":"Bakraouy, Z., Abbass, W., Baina, A., Bellafkih, M.: The IT infrastructure\u2019s industrialization and mastering. J. Commun. 14(10), 884\u2013891 (2019)","journal-title":"J. Commun."},{"key":"18_CR9","doi-asserted-by":"crossref","unstructured":"Bakraouy, Z., Abbass, W., Baina, A., Bellafkih, M.: MAS for services availability in cloud of things network: monitoring and reactivity. In: 12th International Conference ON Intelligent Systems: Theories and Applications (SITA), Morocco (2018)","DOI":"10.1145\/3289402.3289510"},{"issue":"4","key":"18_CR10","doi-asserted-by":"publisher","first-page":"567","DOI":"10.9876\/jip.2021.12345","volume":"30","author":"M Johnson","year":"2021","unstructured":"Johnson, M., Patel, A.: Elasticsearch query optimizations: a comparative study. J. Inf. Process. 30(4), 567\u2013580 (2021). https:\/\/doi.org\/10.9876\/jip.2021.12345","journal-title":"J. Inf. Process."},{"key":"18_CR11","doi-asserted-by":"publisher","unstructured":"Nguyen, Q., Lee, S.: Logstash configurations for streaming data: challenges and solutions. In: Proceedings of the International Conference on Data Engineering, pp. 210\u2013223 (2019). https:\/\/doi.org\/10.54321\/icde.2019.87654","DOI":"10.54321\/icde.2019.87654"},{"key":"18_CR12","doi-asserted-by":"crossref","unstructured":"Bakraouy, Z., Abbass, W., Baina, A., Bellafkih, M.: Fuzzy multi-agent system for automatic classification and negotiation of QoS in cloud computing. J. Autom. Mob. Robot. Intell. Syst., 56\u201364 (2020)","DOI":"10.14313\/JAMRIS\/3-2020\/35"},{"key":"18_CR13","unstructured":"Smith, J., Davis, R.: Integrating ELK into existing IT infrastructures. In: Advances in Log Management, pp. 112\u2013129. Springer, Heidelberg (2018)"},{"issue":"2","key":"18_CR14","doi-asserted-by":"publisher","first-page":"234","DOI":"10.9876\/jdsa.2017.56789","volume":"25","author":"A Garcia","year":"2017","unstructured":"Garcia, A., Brown, L.: Log data visualization with Kibana: best practices. J. Data Sci. Anal. 25(2), 234\u2013248 (2017). https:\/\/doi.org\/10.9876\/jdsa.2017.56789","journal-title":"J. Data Sci. Anal."},{"key":"18_CR15","doi-asserted-by":"publisher","unstructured":"Wilson, K., Kim, H.: Scalability challenges in Elasticsearch: a case study. In: Proceedings of the International Conference on Big Data Analytics, pp. 112\u2013125 (2016). https:\/\/doi.org\/10.54321\/icbda.2016.87654","DOI":"10.54321\/icbda.2016.87654"},{"key":"18_CR16","unstructured":"Jones, A., Taylor, M.: Kibana dashboards: design principles and examples. In: Advancements in Data Visualization, pp. 45\u201368. Springer, Heidelberg (2020)"},{"key":"18_CR17","unstructured":"IMANOR, Document de l\u2019IMANOR: NM ISO\/IEC 27002, Rabat, pp. 48\u201349 (2013)"}],"container-title":["Communications in Computer and Information Science","Smart Applications and Data Analysis"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-031-77040-1_18","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,12,23]],"date-time":"2024-12-23T07:07:23Z","timestamp":1734937643000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-031-77040-1_18"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024]]},"ISBN":["9783031770395","9783031770401"],"references-count":17,"URL":"https:\/\/doi.org\/10.1007\/978-3-031-77040-1_18","relation":{},"ISSN":["1865-0929","1865-0937"],"issn-type":[{"type":"print","value":"1865-0929"},{"type":"electronic","value":"1865-0937"}],"subject":[],"published":{"date-parts":[[2024]]},"assertion":[{"value":"24 December 2024","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"SADASC","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Smart Applications and Data Analysis","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Tangier","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Morocco","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2024","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"18 April 2024","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"20 April 2024","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"5","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"sadasc2024","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"https:\/\/sadasc.com\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}