Accurate and Fast Approximate Graph Mining at Scale

Approximate graph pattern mining (A-GPM) is an important data analysis tool for numerous graph-based applications. There exist sampling-based A-GPM systems to provide automation and generalization over a wide variety of use cases. Despite improved usability, there are two major obstacles that preven...

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Bibliographic Details
Main Author: Arpaci-Dusseau, Anna
Other Authors: Chen, Xuhao
Format: Thesis
Published: Massachusetts Institute of Technology 2024
Online Access:https://hdl.handle.net/1721.1/156954