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README.txt
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README.txt
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=================================================================================
Think Before You Discard: Accurate Triangle Counting in Graph Streams with Deletions
Authors: Kijung Shin, Sejoon Oh, Jisu Kim, Bryan Hooi, and Christos Faloutsos
Version: 2.0
Date: October 6, 2019
Main Contact: Kijung Shin ([email protected])
This software is free of charge under research purposes.
For commercial purposes, please contact the author.
=================================================================================
ThinkD is a streaming algorithm for triangle counting in a fully dynamic graph stream with edge additions and deletions.
ThinkD estimates the counts of global triangles and local triangles by making a single pass over the stream.
ThinkD has the following advantages:
- Accurate: ThinkD is up to 4.3X more accurate than its best competitors within the same memory budget
- Fast: ThinkD is up to 2.2X faster than its best competitors for the same accuracy requirements
- Theoretically Sound: ThinkD always maintains unbiased estimates
For detailed information, see 'user_guide.pdf'
For demo, type 'make'