The calibre-parallel process is used for background tasks such as fetching articles, sending books to the reader or (probably most important) converting books to another format. The process will be re-started any time calibre is asked to perform this type of action.
Whether it should open so many handles I have no idea - it depends I guess on what type of handle they are and the complexity of the processing being performed.
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