W3total object cache with redis taking too much time

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I have setup wordpress as multisite. I am using w3total cache and set object cache with redis which is in another ec2 instance. When enable redis object cache it is taking more time than without caching.

For testing purpose for object cache I set as disk at that time I see the page repsonse improving drastically.

Both wordpress and redis are in the same vpc and subnet and region.

Where should I be looking to find what is causing the delay

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