Data-Intensive Text Processing with MapReduce.
- San Rafael: Morgan & Claypool Publishers, 2010
- ix, 165 p.; ill.: 24 cm.
- Synthesis lectures on human language technologies .
This book focuses on MapReduce algorithm design, with an emphasis on text processing algorithms common in natural language processing, information retrieval, and machine learning. We introduce the notion of MapReduce design patterns, which represent general reusable solutions to commonly occurring problems across a variety of problem domains. This book not only intends to help the reader "think in MapReduce", but also discusses limitations of the programming model as well.
9781608453429 pbk
mapReduce algorithm Graph algorithms information retrieval Cloud computing Database management. text processing algorithms