The overall improvement between the two scenarios is tenfold, and is proportional to the number of parallel threads of execution. Some existing Amazon SimpleDB customers have reported good results when using anywhere from 30 to 50 threads. This technique could be combined with the exponential backoff algorithm we describe later in this article to find the optimal throughput level for your application and data set.
