Design and Implementation of Sensory Data Collection and Storage Based on Hadoop Platform

被引：0

作者：

Bai, Zhen ^{[1
]}

Cui, Shaohua ^{[2
]}

Zhao, Chenglin ^{[1
]}

机构：

[1] Beijing Univ Posts & Telecommun, Key Lab Universal Wireless Commun, MOE, Xitucheng Rd 10, Beijing, Peoples R China

[2] China Petr Technol & Dev Corp, Beijing, Peoples R China

来源：

COMMUNICATIONS, SIGNAL PROCESSING, AND SYSTEMS, CSPS 2018, VOL III: SYSTEMS | 2020年 / 517卷

关键词：

Hadoop platform; Sensory data; Data collection; Data storage;

D O I：

10.1007/978-981-13-6508-9_106

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

At present, modern manufacturing and management concepts such as digitization, networking, and intelligence are widely used in the industry. Industry automation and information have been unprecedentedly improved, and therefore the entire life of industrial production link involves massive amounts of data, and the status monitoring data of industrial machine have large, multiple source, heterogeneous, and complex data characteristics. What is more, the traditional processing methods and tools could not meet the requirements for massive data, and may miss the best time to repair machine. So, to resolve the challenges that the industrial sensory big data faces, this paper proposes the sensory data collection and storage based on Hadoop platform.

引用

页码：870 / 874

页数：5

共 50 条

[1] Design and Implementation of Meteorological Big Data Platform Based on Hadoop and Elasticsearch
Yin, He
Deng Fengdong
[J]. 2019 IEEE 4TH INTERNATIONAL CONFERENCE ON CLOUD COMPUTING AND BIG DATA ANALYSIS (ICCCBDA), 2019, : 705 - 710
[2] Design and implementation of clinical data integration and management system based on Hadoop platform
Lyu, Dao-ming
Tian, Yu
Wang, Yu
Tong, Dan-yang
Yin, Wei-wei
Li, Jing-song
[J]. 2015 7TH INTERNATIONAL CONFERENCE ON INFORMATION TECHNOLOGY IN MEDICINE AND EDUCATION (ITME), 2015, : 76 - 79
[3] Design and Implementation of Traffic Big Data Visualization Web GIS Platform Based on Hadoop
Qiao, Zhitao
Mu, Chen
Sun, Jichao
[J]. CICTP 2020: ADVANCED TRANSPORTATION TECHNOLOGIES AND DEVELOPMENT-ENHANCING CONNECTIONS, 2020, : 3101 - 3106
[4] Implementation of power monitoring data cloud platform based on Hadoop
Du, Jingyi
Huang, Qiong
[J]. PROCEEDINGS OF 2018 IEEE 3RD ADVANCED INFORMATION TECHNOLOGY, ELECTRONIC AND AUTOMATION CONTROL CONFERENCE (IAEAC 2018), 2018, : 2622 - 2625
[5] The calculation and implementation of ARM terminal data based on HADOOP platform
Zhang, Wei-guo
Yang, Jia-xiang
[J]. 2017 IEEE INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING, COMMUNICATIONS AND COMPUTING (ICSPCC), 2017,
[6] Design of a Hadoop Based Data Platform for Auto Aftermarket
Shen, Yi
[J]. PROCEEDINGS OF THE 2015 INTERNATIONAL CONFERENCE ON MANAGEMENT, EDUCATION, INFORMATION AND CONTROL, 2015, 125 : 1425 - 1431
[7] Design and Implementation of Clinical Data Center Based on Hadoop
Zhang, Hong-lei
Li, Peng-fei
Li, Xin-hang
Chi, Sheng-qiang
Li, Jing-song
[J]. 2015 7TH INTERNATIONAL CONFERENCE ON INFORMATION TECHNOLOGY IN MEDICINE AND EDUCATION (ITME), 2015, : 422 - 424
[8] An ARM-Based Hadoop Performance Evaluation Platform: Design and Implementation
Fan, Xiaohu
Chen, Si
Qi, Shipeng
Luo, Xincheng
Zeng, Jing
Huang, Hao
Xie, Changsheng
[J]. COLLABORATIVE COMPUTING: NETWORKING, APPLICATIONS, AND WORKSHARING, COLLABORATECOM 2015, 2016, 163 : 82 - 94
[9] Analysis of Big Data Storage Tools for Data Lakes based on Apache Hadoop Platform
Belov, Vladimir
Nikulchev, Evgeny
[J]. INTERNATIONAL JOURNAL OF ADVANCED COMPUTER SCIENCE AND APPLICATIONS, 2021, 12 (08) : 551 - 557
[10] Design and Test of GIS Platform for Meteorological Data Analysis Based on Hadoop
Li, Tao
Feng, Zhongke
Sun, Sufen
Cheng, Wensheng
[J]. Nongye Jixie Xuebao/Transactions of the Chinese Society for Agricultural Machinery, 2019, 50 (01): : 180 - 188

← 1 2 3 4 5 →