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Salesforce "Operation time out" error


We are trying to get all ID's from a table. Below is the query.

" Select Id from Task"

but facing the query timeout error. This table has huge number of records.
We are looking for all records in the table and hence no filter could be applied.

can any one help to solve this..

Thank you!!
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