Semantic Scholar Open Access 2023

Design and implementation of resource management verification tool for big data

Hong Mei Yuling Chao Yajun Liu Guolin Song Yanlei Chen +10 lainnya

Abstrak

Network resources are the data core of OSS domain of telecom operation support system. With the rapid development of telecom industry in recent decades, it has entered the era of big data due to the accumulation of a large amount of data. However, due to the imperfect resource management mechanism, network failure, cutover, complexity of resource relationship itself, human and other factors, the volume of problem data is getting larger and larger. Through big data technology, this paper builds a distributed database cluster based on greenplum, and proposes a verification tool to improve data quality from multiple perspectives such as cluster design, functional architecture, data mart, running timing, and rules, so as to realize big data governance of network resources.

Penulis (15)

H

Hong Mei

Y

Yuling Chao

Y

Yajun Liu

G

Guolin Song

Y

Yanlei Chen

X

Xiangqi Kong

Y

Yaofei Gao

H

Haiou Li

Y

Yuan Li

Z

Zhiwen Kang

M

Mingjing Guo

Y

Yi Wu

X

Xin Chen

H

Haolun Ding

Q

Qian Wang

Format Sitasi

Mei, H., Chao, Y., Liu, Y., Song, G., Chen, Y., Kong, X. et al. (2023). Design and implementation of resource management verification tool for big data. https://doi.org/10.1109/CBASE60015.2023.10439108

Akses Cepat

Informasi Jurnal
Tahun Terbit
2023
Bahasa
en
Sumber Database
Semantic Scholar
DOI
10.1109/CBASE60015.2023.10439108
Akses
Open Access ✓