- Reduce dependency on dmlc parsers and provide an interface for users to load data by themselves. - Remove use of threaded iterator and IO queue. - Remove `page_size`. - Make sure the number of pages in memory is bounded. - Make sure the cache can not be violated. - Provide an interface for internal algorithms to process data asynchronously.