No the theme was purchased Earlier and the Problem was particularly with the plugin. we try to load the site without that plugin . We got awesome response. Thanks for your Help.
No not Really Actually The issue is with the Theme Plugin. All other websites (sub sites in multisite) are loading good . Is there any option to process the requests After sending First byte or process parallel.