我已通过添加新聚合器并加入持久聚合解决了此问题：

TridentState ClientState = impressionStream
    .groupBy(new Fields("clientId"))
    .persistentAggregate(getCassandraStateFactory("users", "DataComputation",
        "UserImpressionCounter"), new Count(), new Fields("count));
Stream ClientBatchAggregationStream = impressionStream
    .groupBy(new Fields("clientId"))
    .aggregate(new SumCountAggregator(), new Fields("batchCount"));
Stream GroupingPeriodCounterStateStream = topology
    .join(ClientState.newValuesStream(), new Fields("clientId"),
        ClientBatchAggregationStream, new Fields("clientId"), 
        new Fields("clientId", "count", "batchCount"));

汇总器：

public class SumCountAggregator extends BaseAggregator<SumCountAggregator.CountState> {
    static class CountState {
        long count = 0;
    }
    @Override
    public CountState init(Object batchId, TridentCollector collector) {
        return new CountState();
    }
    @Override
    public void aggregate(CountState state, TridentTuple tuple, TridentCollector collector)            {
        state.count += 1;
    }
    @Override
    public void complete(CountState state, TridentCollector collector) {
        collector.emit(new Values(state.count));
    }
}