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Is it possible to run Apache Solr in a cloud or with cloudflare?

I am using Apache Solr search for my website as search speed is much better than with MySQL. Now I would like to shift my project into a cloud. Also I want to setup cloudflare. Normally the Apache Solr index is divided into many pieces so that each piece will be running from a single server. But in the cloud this is completely different. Can I use Apache Solr in a cloud? And what about cloudflare. Does this work with Apache Solr?

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