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Your media files can be renamed with the Media File Renamer Pro WordPress plugin. It can be either automatic (under specific circumstances) or manual. It is great for SEO, for keeping WordPress organized, and for avoiding file-related problems.
On your website, references to those filenames will also be modified. It offers a lot of capabilities, and developers can automate both the renaming process and the entire workflow.