Is it possible to to distribute load across 2 clusters if I deploy same topology to 2 storm clusters with same spout id?

We have 2 separate storm clusters with 0.10.0 version of storm running in 2 different availability zones. We are using storm-kafka spout (with simple consumer) to process data from kafka and external common zookeeper to store the kafka offsets.Kafka Topic has  32 partitions. 8  executors(parallelism_hint) for spout in each cluster.