Github user medcv commented on the issue: https://github.com/apache/flink/pull/5996 @StephanEwen I updated the code and used `ExecutionContext.global` which makes use of threadpool. I tested it and results showed that the code sent off multiple requests concurrently (parallelism = 1). Bellow result shows that waiting time was overlaying with sending other requests and receiving responses Output format: `(Quote Number, {Quote API response})` which `Quote Number` was sequential input. <img width="1397" alt="screen shot 2018-05-27 at 7 26 40 pm" src="https://user-images.githubusercontent.com/9163132/40592122-6ea8ef5a-61e9-11e8-99d5-2deeffa3d9be.png"> Bellow result is when I called the external api within streaming API which shows the call is blocked until request got resolved <img width="1401" alt="screen shot 2018-05-27 at 8 04 37 pm" src="https://user-images.githubusercontent.com/9163132/40592123-70b03d62-61e9-11e8-9068-eef2a102f19b.png">
---