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How can I optimize the performance of my search?

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I am doing a simple search: index=pqr host=xyz* NOT TYPE="*ABCDE*" | fields X, Y | timechart limit=0 span=10m count, avg(X) by Y on a two week period. The search has been running for more than two hours now and is still only at about 60%. Is there a way to make it run faster? Also sometimes I get > 'search has been remotely> cancelled or expired' What does that mean? how do I prevent a search from getting cancelled?

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