On construction of a network log management system using ELK Stack with Ceph

A log management system is essential for the networks administrator. With a log management tool, we can collect, store, analyze, archive, and finally dispose of the log information. In this paper, we propose the architecture model of a log management system using ELK Stack with Ceph to provide a saf...

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Veröffentlicht in:The Journal of supercomputing 2020-08, Vol.76 (8), p.6344-6360
Hauptverfasser: Yang, Chao-Tung, Kristiani, Endah, Wang, Yuan-Ting, Min, Geyong, Lai, Ching-Han, Jiang, Wei-Je
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Sprache:eng
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Zusammenfassung:A log management system is essential for the networks administrator. With a log management tool, we can collect, store, analyze, archive, and finally dispose of the log information. In this paper, we propose the architecture model of a log management system using ELK Stack with Ceph to provide a safe network, good Wi-Fi signal strength, and adequate backup data mechanism. In this case, we use our campus data of Wi-Fi log and NetFlow log. First, we collect and store data of our Wi-Fi log using Filebeats tool, and then, we use Elasticsearch, Logstash, and Kibana Stack to visualize the Wi-Fi log data. Second, we collect and store our NetFlow log using NFDUMP, and then, we also use ELK Stack to visualize the NetFlow log data. Third, we integrate the Wi-Fi log and NetFlow log data in one architecture using a distributed storage Ceph file system (CephFS). Moreover, we also compare the performance of RADOS Gateway and CephFS for better storage mechanism.
ISSN:0920-8542
1573-0484
DOI:10.1007/s11227-019-02853-2