Combine cucumbers, onion, vinegar, sugar, salt, mustard seeds, dry mustard, turmeric, crushed red pepper, and celery seeds; heat to boiling over high heat, stirring occasionally. Boil 1 minute, stirring frequently. Pour cucumber mixture into a large bowl; cool to room temperature, stirring occasionally.