Mining of Massive Datasets

Preface
1. Data mining
2. Map-reduce and the new software stack
3. Finding similar items
4. Mining data streams
5. Link analysis
6. Frequent itemsets
7. Clustering
8. Advertising on the Web
9. Recommendation systems
10. Mining social-network graphs
11. Dimensionality reduction
12. Large-scale machine learning
Index.