Examining Big Data And Analysing The Applications And Characteristics Of Big Data
محل انتشار: دومین کنفرانس بین المللی مهندسی و فناوری اطلاعات
سال انتشار: 1403
نوع سند: مقاله کنفرانسی
زبان: انگلیسی
مشاهده: 203
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شناسه ملی سند علمی:
TETSC02_009
تاریخ نمایه سازی: 13 آبان 1403
چکیده مقاله:
Big data is actually a term that is used for a large amount of data that is very fast and complex and difficult and impossible to process using traditional methods. In general, we are dealing with data science, data mining, data analysis and machine learning. Accessing and maintaining a large amount of information and data for subsequent analysis is a time-consuming and costly task. In this article, we examine the best achievements of big data and then introduce the general uses of big data and examine the relevant technologies; Such as: cloud computing, Internet of Things, data centre’s and Hadoop. Then we focus on the four phases of the big data value chain; Such as: data generation, data acquisition, data storage and data analysis. After this, we discuss the technical challenges in this field, review the latest developments, and finally point to several examples of big data applications; Among them, business management, Internet of Things, online social networks, all of which can be used in the humanities and Islamic sciences, or become the subject of research for engineers and specialists in this field.
کلیدواژه ها:
نویسندگان
Shahab Rashidian Dezfuly
Computer Engineering, Sharif University of Technology
Mohammad Mahdi Heidari
Computer Engineering, Sharif University of Technology
Siavash Sharifnezhad Ahvazi
Computer Engineering, Sharif University of Technology