Does any one know how can we stop the material changes to flow from CRM to CDB?

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Answer:

If you do not want to download all the materials from CRM to CDB then disable the MOBILEBRIDGE for Product download.

If you want it specific for particular material types then you need to enhance the Mobile Bridge Adapter not to map those material types.