Pol, thanks for your reply. Actually I am running Spark apps in CLUSTER mode. Is what you said still applicable in cluster mode. Thanks in advance for your further clarification.
________________________________ From: Pol Santamaria <p...@qbeast.io> Sent: Friday, March 6, 2020 12:59 AM To: James Yu <ja...@ispot.tv> Cc: user@spark.apache.org <user@spark.apache.org> Subject: Re: Spark driver thread Hi james, You can configure the Spark Driver to use more than a single thread. It is something that depends on the application, but the Spark driver can take advantage of multiple threads in many situations. For instance, when the driver program gathers or sends data to the workers. So yes, if you do computation or I/O on the driver side, you should explore using multithreads and more than 1 vCPU. Bests, Pol Santamaria On Fri, Mar 6, 2020 at 1:28 AM James Yu <ja...@ispot.tv<mailto:ja...@ispot.tv>> wrote: Hi, Does a Spark driver always works as single threaded? If yes, does it mean asking for more than one vCPU for the driver is wasteful? Thanks, James