Elasticsearch index restore in local desktop

We have elasticsearch index in linux server and we use Kibana to do data analytics. If we need to use the index for many people around 50-70 people to do intensive random access data analytics (aggregation intensive) our Kibana server and data nodes will overloaded. The index data which requires intensive random aggregation is under 60G, can we generate the index in a shared drive and install elasticsearch servers and kibana servers in Windows desktops for all the 50-70 people, update and restore the data every day? Is it a practical solution?

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