VS-DBSCAN

VS-DBSCAN: A Distributed Framework of DBSCAN for High-Dimensional Vector Streams

Introduction

This folder (i.e., ./src) holds the source codes in our paper, VS-DBSCAN: A Distributed Framework of DBSCAN for High-Dimensional Vector Streams

Environment Preparation

• Flink version: 1.19.0
• A cluster containing 10 nodes, where each node is equipped with two 12-core processors (Intel Xeon E-5-2620 v3 2.40 GHz), 128GB RAM
• System version: Ubuntu 22.04
• Java version: 1.8.0
• Please refer to the source code to install all required packages of libs by Maven.

Running

• Import the selected project to Intellij IDEA；
• Downloading all required dependences by Maven;
• Package the project to a X.jar, where X is your project name；
• Load the packaged X.jar to the master node of your Flink cluster；
• Running your project in a cluster environment.