Designing a Domain-Specific Accelerator for Graph Pattern Mining

Graph pattern mining (GPM) is used in a variety of domains such as bioinformatics, e-commerce and social sciences. GPM is a computationally intensive problem with an enormous amount of coarse-grain parallelism and therefore, attractive for hardware acceleration. Unfortunately, existing GPM accelerat...

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Bibliographic Details
Main Author: Huang, Tianhao
Other Authors: Arvind
Format: Thesis
Published: Massachusetts Institute of Technology 2022
Online Access:https://hdl.handle.net/1721.1/139088