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titleIs there a consolidated logging system like SYSLOG available?

yes, all logs are maintained in persistent path (opt/logs) log rotation available if size goes beyond. Log server are in place. More details on how logging is done in RDK can be found here:   Log Upload, RDK Logger 

Telemetry

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titleDo we really need to setup DCM configuration in the Xconf to use telemetry?

Yes, Because telemetry itself is a subset of Device Configuration management aka DCM and we need to configure the DCM logupload settings before setting up telemetry configuration

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titleIn telemetry 2.0, what is the use of setting up profiles via T2 Report Profiles(JSON blob with configuration) compared to the legacy telemetry profiles?

By using T2 Report profiles, we can setup multiple telemetry profiles. Each profile can have different set of telemetry markers , telemetry upload location URL and telemetry upload schedule. The different telemetry JSON data will be uploaded separately. Thus multiple telemetry profiles is achieved.

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titleWill the reports be uploaded to Splunk server/ Telemetry upload server when the T2 Report profiles are set using dmcli command?

Yes, the T2 report profile will have the upload URL along with the telemetry markers, The upload repository in different profiles can be same or different. So based on the configured URL in these T2 report profiles, the data will be uploaded to the respective URLs .