Techniques are disclosed for query processing. In one embodiment, a query is received for execution in a processing environment. Based on a measure of current load of the processing environment, a maximum amount of a resource that the query is allowed to consume is determined. An amount of the resource that the query is to consume is estimated. Execution of the query is managed based on a comparison between the maximum amount and the estimated amount.