WordPress multisite website down

I have a wordpress multisite website. On daily basis, the website is getting down for a interval of 6 to 10 minutes almost every day. I noticed in newrelic dashboard,that every 6 hours the website is experiencing peak load.

Not sure, what is causing the problem. The site has SSL Certificate and works under CDN. Am using the below list of plugins:

easy-social-share-buttons3
all-in-one-seo-pack
broken-link-checker
contact-form-7
image-slider-widget
quick-pagepost-redirect-plugin
forms-3rdparty-integration
aryo-activity-log
simple-301-redirects
threewp-broadcast
simple-custom-post-order
seo-image
members
seo-optimized-images
ip2location-redirection
facebook-thumb-fixer
unconfirmed

If anyone could suggest or think what might be causing the problem, it would be really helpful.

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