Large-scale graph label propagation on GPUs

Large-scale graph label propagation on GPUs

Graph label propagation (LP) is a core component in many downstream applications such as fraud detection, recommendation and image segmentation. In this paper, we propose GLP, a GPU-based framework to enable efficient LP processing on large-scale graphs. By investigating the data processing pipeline...

Saved in:

書目詳細資料
Main Authors:	YE, Chang, LI, Yuchen, HE, Bingsheng, LI, Zhao, SUN, Jianling
格式:	text
語言:	English
出版:	Institutional Knowledge at Singapore Management University 2023
主題:	GPU computing graph label propagation Databases and Information Systems Numerical Analysis and Scientific Computing
在線閱讀:	https://ink.library.smu.edu.sg/sis_research/8468 https://ink.library.smu.edu.sg/context/sis_research/article/9471/viewcontent/Large_scaleGraphLabel_av.pdf
標簽:	添加標簽沒有標簽, 成為第一個標記此記錄!

相似書籍

PARALLEL GRAPH PROCESSING ON GPUS
由: GUO WENTIAN
出版: (2019)

GPU-accelerated subgraph enumeration on partitioned graphs
由: GUO, Wentian, et al.
出版: (2020)

An effective and efficient parallel approach for random graph generation over GPUs
由: Bressan, S., et al.
出版: (2014)

Accelerating exact constrained shortest paths on GPUs
由: LU, Shengliang, et al.
出版: (2020)

Efficient large-scale image annotation by probabilistic collaborative multi-label propagation
由: Chen, X., et al.
出版: (2013)

Efficient region-aware large graph construction towards scalable multi-label propagation
由: Bao, B.-K., et al.
出版: (2014)

gSWORD: GPU-accelerated sampling for subgraph counting
由: YE, Chang, et al.
出版: (2024)

DiGraph: An Efficient Path-based IterativeDirected Graph Processing System onMultiple GPUs
由: Yu Zhang, et al.
出版: (2020)

Super edge-magic labelings of some graphs
由: Wannaporn Sanprasert
出版: (2010)

Super edge-magic labelings of some graphs
由: Wannaporn Sanprasert
出版: (2002)

Constructing holistic spatio-temporal scene graph for video semantic role labeling
由: ZHAO, Yu, et al.
出版: (2023)

Large-scale multilabel propagation based on efficient sparse graph construction
由: Chen, X., et al.
出版: (2014)

Image retagging using collaborative tag propagation
由: Liu, D., et al.
出版: (2014)

Accelerating dynamic graph analytics on GPUs
由: SHAN, Mo, et al.
出版: (2017)

Approximate personalized propagation for unsupervised embedding in heterogeneous graphs
由: Chen, Yibi, et al.
出版: (2022)

A sum labelling for some families of unicyclic graphs
由: Burgos, Jacob Francis C., et al.
出版: (2017)

Correlative linear neighborhood propagation for video annotation
由: Tang, J., et al.
出版: (2013)

Efficient zero ring labeling of graphs
由: Chua, Dhenmar E., et al.
出版: (2020)

Efficient gradient boosted decision tree training on GPUs
由: Zeyi Wen, et al.
出版: (2020)

Automated architecture-aware mapping of streaming applications onto GPUs
由: Hagiescu, A., et al.
出版: (2013)

Self-adaptive graph traversal on GPUs
由: SHA, Mo, et al.
出版: (2021)

Optimizing and auto-tuning iterative stencil loops for GPUs with the in-plane method
由: Tang, W.T., et al.
出版: (2014)

On efficient zero ring labeling and restricted zero ring graphs
由: Campeña, Francis Joseph H., et al.
出版: (2021)

Unsupervised multi-graph cross-modal hashing for large-scale multimedia retrieval
由: XIE, Liang, et al.
出版: (2016)

Heterogeneous embedding propagation for large-scale e-commerce user alignment
由: ZHENG, Vincent W., et al.
出版: (2018)

Dynamic label propagation in social networks
由: DU, Juan, et al.
出版: (2013)

On the bandwidth of tower graphs
由: Garcia, Mark Anthony A.
出版: (2007)

GPU-accelerated graph label propagation for real-time fraud detection
由: YE, Chang, et al.
出版: (2021)

The D-weight of a graph
由: Lapus, Raymond R.
出版: (2007)

A survey on concurrent processing of graph analytical queries: Systems and algorithms
由: LI, Yuchen, et al.
出版: (2024)

On graphs of minimum zero ring index
由: Reynera, Michelle Dela Rosa
出版: (2018)

The bandwidth of the tower graph Tm,n
由: Lim, Yvette F., et al.
出版: (2009)

Machine learning for refining knowledge graphs: A survey
由: SUBAGDJA, Budhitama, et al.
出版: (2024)

Improving land surface temperature estimation in cloud cover scenarios using graph-based propagation
由: Rolland, Iain, et al.
出版: (2025)

Heterogeneous graph neural network with multi-view representation learning
由: SHAO, Zezhi, et al.
出版: (2023)

The bandwidth of the tower graph Tm,2k
由: Lim, Yvette F., et al.
出版: (2008)

GraphH: High performance big graph analytics in small clusters
由: SUN, Peng, et al.
出版: (2017)

The bandwidth of tower graphs Tm,2 and Tm,3
由: Garcia, Mark Anthony A.
出版: (2007)

Scalable Data-Parallel graph algorithms from generation to management
由: SADEGH HEYRANI NOBARI
出版: (2012)

Discovering personalized characteristic communities in attributed graphs
由: NIU, Yudong, et al.
出版: (2024)