It is recommended to store ArcMap documents published to ArcGIS Server
•Without thumbnail image

Unchecked 'Save thumbnail image with map' option
•With absolute file paths when using local file based data. If possible avoid using UNC file paths because access rights problems on directories, files and UNC shares might be tricky to solve.

Data Source Options - Store full path names to data sources