The Blob.slice method will allow you to split up a file client-side into chunks. You must then send each chunk individually. This will only work on browsers that support the File API.
If you don't want to write this code yourself, Fine Uploader is a javascript uploader library that has the ability to chunk files for you and send them to your server.