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PS-DBSCAN: An Efficient Parallel DBSCAN Algorithm Based on Platform Of AI (PAI) [article]

Xu Hu, Jun Huang, Minghui Qiu, Cen Chen, Wei Chu
2017 arXiv   pre-print
We present PS-DBSCAN, a communication efficient parallel DBSCAN algorithm that combines the disjoint-set data structure and Parameter Server framework in Platform of AI (PAI).  ...  We have released our PS-DBSCAN in an algorithm platform called Platform of AI (PAI - https://pai.base.shuju.aliyun.com/) in Alibaba Cloud. We have also demonstrated how to use the method in PAI.  ...  We have released our PS-DBSCAN in an algorithm platformcalled Platform of AI (PAI) in Alibaba Cloud. Below we demonstrate the usage of PS-DBSCAN in our cloud-based platform -PAI.  ... 
arXiv:1711.01034v1 fatcat:rrjroj2of5bvdnt2gsqbolauxi