Knowledge base file upload/embedding stuck at 0%, only progresses after manual pause/resume. How to fix?

After creating a knowledge base and uploading a large number of files, embedding worked normally for the first two days. Now, file embedding consistently shows 0% and only progresses after manual pause and resume. How can this be resolved, excluding large language model (LLM) issues?