1. What is concurrency set for LLAP, how may TEZ AM can you see in the resource Manager UI ?
2. Can you kindly look at the TEZ UI and graphana LLAP to find if the first query is occupying all the LLAP executors.
As your LLAP size is quite small I believe even premepetion is not helping to launch two jobs simulataneously.