It sounds like you are doing a full table scan with your queries, which is always going to be slower and you should avoid. Providing a Range on BatchScanner should greatly narrow the focus of queries to a smaller subset of data. Have you set any split points on your data? This step on the tour is a good introduction: https://accumulo.apache.org/tour/ranges-splits/
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