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Design of JiuTian Intelligent Network Simulation Platform

Authors :
Zhao, Lei
Zhang, Miaomiao
Li, Guangyu
Guan, Zhuowen
Liu, Sijia
Xiao, Zhaobin
Cao, Yuting
Lv, Zhe
Liang, Yanping
Publication Year :
2023

Abstract

This paper introduced the JiuTian Intelligent Network Simulation Platform, which can provide wireless communication simulation data services for the Open Innovation Platform. The platform contains a series of scalable simulator functionalities, offering open services that enable users to use reinforcement learning algorithms for model training and inference based on simulation environments and data. Additionally, it allows users to address optimization tasks in different scenarios by uploading and updating parameter configurations. The platform and its open services were primarily introduced from the perspectives of background, overall architecture, simulator, business scenarios, and future directions.

Details

Database :
arXiv
Publication Type :
Report
Accession number :
edsarx.2310.06858
Document Type :
Working Paper