With the rapid development of information technology and the continuous expansion of data scale,traditional data processing and analysis methods are no longer able to meet the real-time and efficient requirements of modern applications.Based on this,this article explores real-time data processing and analysis techniques in the context of software design,research data stream processing technology,data preprocessing and cleaning technology,data analysis and mining technology,and high-performance computing and distributed processing technology,in order to provide reference for relevant personnel.
software designreal time data processinganalytical techniques