Is it possible to flush redis cache automatically via crontab?

Yes, you can do that by calling wp_cache_flush().

Thanks for the tips!

Also may I know how I can find/define the redis cache expiration period?

https://github.com/rhubarbgroup/redis-cache/wiki/Configuration-Options

It’s the WP_REDIS_MAXTTL constant.

Thanks a lot!