All PingDirectoryProxy Server servers will shutdown in an out of memory condition, a low disk space error state, or for running out of file descriptors. The Directory Server will enter lockdown mode on unrecoverable database environment errors, but can be configured to shutdown instead with this setting:
$ dsconfig set-global-configuration-prop \
            --set unrecoverable-database-error-mode:initiate-server-shutdown