Open AccessBattlefield Situation Recognition Technology and Application Trend Based on Data Lake
Author(s) -
Liang Guo,
Wenjie Tu,
Fangxin Chen,
Lei Xiao
Publication year - 2021
Publication title -
iop conference series. earth and environmental science
Language(s) - English
Resource type - Journals
eISSN - 1755-1307
pISSN - 1755-1315
DOI - 10.1088/1755-1315/693/1/012118
Subject(s) - computer science , battlefield , consistency (knowledge bases) , data processing , architecture , service (business) , information processing , big data , data science , cognition , artificial intelligence , data mining , database , geography , psychology , ancient history , economy , archaeology , neuroscience , economics , history
Battlefield situation is the basis of cognitive consistency of battlefield situation understanding. In the service of situation information organization, displaying and distribution is necessary to solve the problem of situation information difference between users at different levels and different combat tasks. Through the research of data Lake technology combined with advanced data science and machine learning technology, the situation recognition and processing architecture based on data lake is proposed to solve these problems .It includes the network architecture, the situation cognition and processing methods which can improve various types of data storage and big data processing problems.