ZenLDA: Large-Scale Topic Model Training on Distributed Data-Parallel Platform

Recently, topic models such as Latent Dirichlet Allocation (LDA) have been widely used in large-scale web mining. Many large-scale LDA training systems have been developed, which usually prefer a customized design from top to bottom with sophisticated synchronization support. We propose an LDA train...

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Bibliographic Details
Main Authors: Bo Zhao, Hucheng Zhou, Guoqiang Li, Yihua Huang
Format: Article
Language:English
Published: Tsinghua University Press 2018-03-01
Series:Big Data Mining and Analytics
Subjects:
Online Access:https://www.sciopen.com/article/10.26599/BDMA.2018.9020006
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