Subgraph Matching on GPUs
Year
Conference
Title
Exploration Approach
Paper
Code
2022
IPDPS
PARSEC: PARallel Subgraph Enumeration in CUDA
Hybrid BFS & DFS
PDF
2022
SC
STMatch: Accelerating Graph Pattern Matching on GPU with Stack-Based Loop Optimizations
PDF
2022
SC
VSGM: View-Based GPU-Accelerated Subgraph Matching on Large Graphs
PDF Github
Subgraph Matching on CPUs
Year
Conference
Title
Exploration Approach
Paper
Code
2019
SIGMOD
CECI: Compact Embedding Cluster Index for Scalable Subgraph Matching
PDF
2019
VLDB
Optimizing Subgraph Queries by Combining Binary and Worst-Case Optimal Joins
PDF
2021
SIGMOD
Versatile Equivalences: Speeding up Subgraph Query Processing and Subgraph Matching
PDF
2021
SIGMOD
HUGE: An Efficient and Scalable Subgraph Enumeration System
PDF
Year
Conference
Title
Exploration Approach
Paper
Code
2012
VLDB
An In-depth Comparison of Subgraph Isomorphism Algorithms in Graph Databases
PDF
2019
VLDB
Distributed Subgraph Matching on Timely Dataflow
PDF
2020
SIGMOD
In-Memory Subgraph Matching: An In-depth Study
PDF
Tensor Computation Runtimes
Year
Conference
Title
Paper
Code
2021
VLDB
Tensors: an abstraction for general data processing
PDF
2022
VLDB
Query Processing on Tensor Computation Runtimes
PDF
Year
Conference
Title
Paper
About
2021
VLDB
Columnar Storage and List-based Processing for Graph Database Management Systems
PDF Clumnar Storage
2023
ICDE
HyTGraph: GPU-Accelerated Graph Processing with Hybrid Transfer Management
PDF CPU-GPU Transfer Management
2023
ICDE
GAMMA: A Graph Pattern Mining Framework for Large Graphs on GPU
CPU-GPU Transfer Management
2023
ICDE
These Rows Are Made for Sorting and That’s Just What We’ll Do
PDF Multi-Column Sorting
Pytorch Documentation: https://pytorch.org/docs/
Pytorch C++ APIs: https://pytorch.org/cppdocs
CUDA C++ Programming Guide: https://docs.nvidia.com/cuda/cuda-c-programming-guide/