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Can we view the Meraki appliances health status, its CPU/Memory usage, devices through put in a Dashboard View.
Sure. You'll find the health status directly on the start page of the Dashboard and also on the device status page. By using live tools, you can also check throughput to the Dashboard: https://documentation.meraki.com/MX/Monitoring_and_Reporting/Appliance_Status
Usage can be found too: https://documentation.meraki.com/MX/Monitoring_and_Reporting/Device_Utilization