Hi @divakar, welcome to the community.
The access logs should be available since you're on a self-hosted version of Jira. Location can vary, on Linux I would look for /opt/atlassian/jira/logs/access_log*.
For any large-scale analysis, I suggest streaming those logs to an Elastic Stack (formerly ELK stack, named for its components: Elasticsearch, Logstash, and Kibana). That'll let you filter and aggregate much, much more efficiently.
ref: https://confluence.atlassian.com/jirakb/useful-log-files-in-jira-data-center-1027120387.html
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