I have installed Logstash from RPM and when I stared it with the default config, I see it is restarting frequently.
Is that the /var/log/logstash/logstash-plain.log output?
yes thats the output form /var/log/logstash/logstash-plain.log
Post your logstash config, since the log is no help.