Unified Graph Framework: Optimizing Graph Applications across Novel Architectures

High performance graph applications are crucial in a wide set of domains, but their performance depends heavily on input graph structure, algorithm, and target hardware. Programmers must develop a series of optimizations either on the compiler level, implementing different load balancing or edge tra...

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Bibliographic Details
Main Author: Hsu, Claire
Other Authors: Amarasinghe, Saman
Format: Thesis
Published: Massachusetts Institute of Technology 2022
Online Access:https://hdl.handle.net/1721.1/139201