Performance issue while putting stream of data to ignite cache along with searching cache in parallel

I am using 3 node ignite configuration. when i am increasing number of read and write in parallel the performance of ignite cache response is getting degraded.

Use case: I need to perform duplicate check for last 7 days of data.

attached thread dump and ignite configuration file.