Agent-based monitoring: With agent-based monitoring, software agents are installed on the monitored systems or devices. These agents collect data locally, perform filtering or preprocessing of the data, and then transmit the relevant or valuable information to the monitoring system. Agent-based monitoring allows for local processing and filtering, which can reduce network utilization by only transmitting essential data. Agentless monitoring: Agentless monitoring, on the other hand, does not require software agents to be installed on the monitored systems or devices. Instead, it relies on leveraging existing protocols and interfaces, such as APIs (Application Programming Interfaces) or SNMP (Simple Network Management Protocol), to remotely access and retrieve monitoring data from the target systems. Agentless monitoring generally involves higher network utilization as the monitoring system needs to gather data from remote systems over the network.