Discover RapidsAtHKUST/PrimitivesAndGraphProcessing-GPU Open Source

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RapidsAtHKUST

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Survey of Primitives and Graph Processing on GPUs (Until 2016) - by Yulin Che (https://github.com/CheYulin)

CommunityDetectionCodes

Some overlapping community detection algorithms (Until 2016). by Yulin Che (https://github.com/CheYulin) for the PhD qualification exam (survey on community detection algorithms)

C++

203

SubgraphMatching

In-Memory Subgraph Matching: An In-depth Study by Dr. Shixuan Sun and Prof. Qiong Luo

C++

143

EngineRaceRapids

Rapids团队 (https://github.com/CheYulin , https://github.com/shixuansun and https://github.com/WANG-lp), Engine Race (Key-Value Store on Intel Optane SSD, https://tianchi.aliyun.com/competition/entrance/231689/rankingList/1 )，线上成绩413.69s, 排名第1

C++

112

ContinuousSubgraphMatching

Source code and datasets of "An In-Depth Study of Continuous Subgraph Matching", accepted by VLDB'22 - By Xibo Sun, Dr. Shixuan Sun, Prof. Qiong Luo, and Prof. Bingsheng He

C++

RapidMatch

Source code and datasets of "RapidMatch: A Holistic Approach to Subgraph Query Processing", accepted by VLDB'21 - By Shixuan Sun, Xibo Sun, Yulin Che, Prof. Qiong Luo, and Prof. Bingsheng He

C++

ppSCAN

ppSCAN: Parallelizing Pruning-based Graph Structural Clustering (ICPP'18) - by Yulin Che, Shixuan Sun and Prof. Qiong Luo

C++

RapidEC

Source code of "GPU-accelerated elliptic curve digital signature algorithms", accepted by SC'22 - by Zonghao Feng, Qipeng Xie, Qiong Luo, etc.

Cuda

SubgraphContainment

Scaling Up Subgraph Query Processing with Efficient Subgraph Matching by Shixuan Sun and Dr. Qiong Luo

C++

EGSM

Source code and datasets of "Efficient GPU-Accelerated Subgraph Matching", accepted by SIGMOD'23 - By Xibo Sun and Prof. Qiong Luo

Cuda

AccTrussDecomposition

Source code of "Accelerating Truss Decomposition on Heterogeneous Processors", accepted by VLDB'20 - By Yulin Che, Zhuohang Lai, Shixuan Sun, Yue Wang, and Prof. Qiong Luo

C++

SimRank

1) SimRank (single pair query, parallel all pair computation / dynamic updates) - by Yue Wang (https://github.com/KeithYue) and Yulin Che (https://github.com/CheYulin). 2) top-k version (https://github.com/CheYulin/SimRank/tree/develop) by Yue Wang and Zonghao Feng (https://github.com/unisolate)

C++

Graph500KroneckerGraphGenerator

Kronecker Graph Generator (Forked from Graph500, supporting a binary edge list format)

DBGC

Source code of "Density-Based Geometry Compression for LiDAR Point Clouds", accepted by EDBT'23 - By Xibo Sun and Prof. Qiong Luo

C++

UNIPAR

UNItig construction in PARallel with CPUs and GPUs

Cuda

hga

Heterogeneous Graph Aligner

Cuda

LIGHT

Source code of "Efficient Parallel Subgraph Enumeration on a Single Machine (ICDE2019)" by Shixuan Sun, Yulin Che, Lipeng Wang and Qiong Luo

C++

VIC-DDPM

source code for paper 'A Conditional Denoising Diffusion Probabilistic Model for Radio Interferometric Image Reconstruction'

Python

pow-bench

Source code of "Evaluating Memory-Hard Proof-of-Work Algorithms on Three Processors", accepted by VLDB'20 - By Zonghao Feng and Qiong Luo

AccMultiwayJoins

Source code of "Accelerating Multi-way Joins on the GPU", accepted by VLDBJ'22 - By Dr. Zhuohang Lai, Xibo Sun, Prof. Qiong Luo, and Xiaolong Xie

Cuda

GraphReorderAndConverter

Graph Reorder And Converter (e.g, Parallel OpenMP Implementation of Edge List to CSR with Sorted Neighbors) - by Yulin Che (https://github.com/CheYulin)

C++

cuGridder

Source code of "Efficient Radio Interferometric Imaging on the GPU", accepted by eScience'22 - By Honghao Liu, Qiong Luo, and Feng Wang

Cuda

PolarRec

Source code of 'PolarRec: Improving Radio Interferometric Data Reconstruction Using Polar Coordinates', CVPR'24 accepted. By Ruoqi Wang, Zhuoyang Chen, Jiayi Zhu, Qiong Luo, Feng Wang

Python

manymap

Accelerating Long Read Alignment on Three Processors

C++

KroneckerBinEdgeListToCSR

Parallel Kronecker Binary EdgeList (*.bin) To CSR (Lijun Chang's Format: b_adj.bin, b_degree.bin), Graph Statistics: Parallel TC/Core/DODG Analytics

C++

TriangleCounting

Triangle Counting (DataFoutain, 三角形图计算算法设计及性能优化, top 11)

AccTriCnt

Accelerating All-Edge Common Neighbor Counting on Three Processors (ICPP'19) - By Yulin Che, Zhuohang Lai, Shixuan Sun, Prof. Qiong Luo and Yue Wang

C++

mic_bc

Betweenness centrality on Intel Xeon Phi

C++

SyntheticGraphBenchmark

Synthetic Graph Generator (LFR Benchmark, 2009)

C++

Efficient-DPP

Data-parallel primitives implementations in OpenCL their native code versions

Cuda

EngineRace

Engine Race (Key-Value Store for Intel Optane SSD) - By Rapids团队 (https://github.com/CheYulin & https://github.com/shixuansun & https://github.com/WANG-lp)

C++

RapidsAtHKUST/PrimitivesAndGraphProcessing-GPU

RapidsAtHKUST

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