What component should be deployed to assist with processing data for a Supervisor struggling with increased EPS?

To assist a Supervisor dealing with increased Events Per Second (EPS), deploying a Worker component is essential. In data processing architectures, Supervision is generally focused on managing and overseeing the processing tasks, while Workers are responsible for the actual data processing operations.

When the EPS increases, the Supervisor can become overwhelmed with the volume of data to process, which may lead to inefficiencies and delays. By adding Workers, the processing load can be distributed across multiple instances, allowing for more efficient handling of incoming data. This results in improved performance and quicker response times in processing and analyzing the data.

A Supervisor alone cannot efficiently scale to meet increased demands; it primarily manages and monitors the system's performance rather than processing data itself. A Data Collector primarily focuses on aggregating data from various sources and does not perform processing tasks, while a Compliance Monitor is focused on ensuring that the systems adhere to regulatory standards, rather than enhancing processing capabilities. Therefore, adding Workers is the most effective strategy for improving EPS management.