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Does anyone know whether it is possible to deploy custom or standard object into big object without manually writing those entire object fields and permission set file? Thanks in Advance

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It doesn't look like possible. There are no document which mention this.

Also there are many difference between existing object and big objects. For example there naming conventions is different. From docs:

Object names must be unique across all standard objects, custom objects, external objects, and big objects in the org. In the API, the names of custom big objects have a suffix of two underscores immediately followed by a lowercase “b” (__b). For example, an external object named “HistoricalInventoryLevels” is seen as HistoricalInventoryLevels__b in that organization's WSDL.

Also You must use the Metadata API to define or add a field to a custom big object. You can’t do it through the UI. So you might need to manually add them in permission set.

Permissionset/profile files — Create a permissionSet or profile file to specify permissions for each field. These files are not required, but is required to grant access to users. By default, access to a custom big object is restricted.

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