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* Usually available on the same day before the lecture.
They could be updated after the lecture, with typos/errors corrected.
* Slides were made based on contributions by Ke Yi, Lars Arge, Graham Cormode, and many other authors, and public sources available on Internet.
Week | Date | Topic | Slides* |
1 | 01-11 | Introduction | PDF |
2 | 01-18 | External Data Structures: A | PDF |
3 | 01-18 | External Data Structures: B | PDF |
4 | 01-18 | Streaming Model | PDF |
5 | 01-31 | Streaming Model 2 | PDF |
6 | 02-07 | Set operations for large data | PDF |
7 | 02-21 | Set operations for large data 2 | PDF |
8 | 03-18 | Column Store | PDF |
9 | 03-28 | Google File System (Xing Lin) | PDF |
10 | 03-28 | Big Table (Xing Lin) | PDF |
11 | 04-02 | Building Local Search Engines (Cody Hansen) | PDF |
12 | 04-09 | Uncertain Graph (Samira Daruki) | PDF |
13 | 04-09 | LSH for NN searching in High Dimensions (Yan Zheng) | PDF |
14 | 04-09 | Threshold Monitoring for Distributed Data (Mingwang Tang) | PDF, PDF |
15 | 04-18 | Graph Similarity Join and SPARQL on RDF Graphs (Wangchao Le) | PDF, PDF |
16 | 04-18 | MapReduce, Hive, and HBase | PDF, PDF, PDF, PDF |
17 | 04-25 | XML Management (Swetha Machanavajhala) | PDF |
18 | 04-25 | Support Vector Machine for Large Data (Limou Wang) | PDF |
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