@Meng Zhang - Thanks for the question and using MS Q&A platform.
The error message indicates that the certificate you provided in the linked service is not valid.
This error occurs when the client secret provided in the request is not the actual client secret value, but the client secret ID. Please ensure that you are using the correct client secret value in the request. You can find the client secret value in the Azure portal by going to your app registration, selecting "Certificates & secrets", and then selecting the client secret you want to use. The value of the client secret will be displayed there.
For more details, refer to Connect to Azure Data Explorer using Apache Spark for Azure Synapse Analytics.
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