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Danilo Toapanta
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Inverted Index
Description of this Post
All
Information Retrieval
TAGS
Author
Danilo Toapanta
Published
February 8, 2024
Inverted Index
Description of this Post
All
Information Retrieval
TAGS
All
Information Retrieval
TAGS
Author
Danilo Toapanta
Published
February 8, 2024
Slide 1
1
Outline
Slide 2
2
Outline
Slide 3
3
Full indexing architecture
Slide 4
4
Web graph
Slide 5
5
Forward index
Slide 6
6
Page attribute file
Slide 7
7
Page attribute file
Slide 8
8
Inverted index
Slide 9
9
Outline
Slide 10
10
Inverted index
Slide 11
11
Example
Slide 12
12
Document identifiers
Slide 13
13
Frequencies
Slide 14
14
Positions
Slide 15
15
Full inverted index
Slide 16
16
Summary
Slide 17
17
Outline
Slide 18
18
Simple indexer
Slide 19
19
What are the problems with this simple indexer?
Slide 20
20
Two-pass index
Slide 21
21
One-pass index with merging
Slide 22
22
Aardvark
Slide 23
23
Distributed indexing (MapReduce)
Slide 24
24
Summary
Slide 25
25
Outline
Slide 26
26
No merge
Slide 27
27
Incremental update
Slide 28
28
Immediate merge (in-memory)
Slide 29
29
Lazy merge
Slide 30
30
Page deletions
Slide 31
31
Summary
Slide 32
32
Summary
Slide 33
33
Additional References
Slide 34