To configure how many rotations of audit logs are retained,
edit the openshift-kube-apiserver configmap
and set the audit-log-maxbackup parameter to
10 or to an organizationally appropriate value:
"apiServerArguments":{
...
"audit-log-maxbackup": [10],
...