Reducing MapReduce Abstraction Costs for Text-centric Applications

The MapReduce framework has become widely popular for programming large clusters, even though MapReduce jobs may use underlying resources relatively inefficiently. There has been substantial research in improving MapReduce performance for applications that were inspired by relational database queries, but almost none for text-centric applications, including… (More)