Big data and cloud computing: roles and relationships, techniques and tools
- سال انتشار: 1401
- محل انتشار: مجله تحلیل داده ها، دوره: 1، شماره: 1
- کد COI اختصاصی: JR_JDA-1-1_005
- زبان مقاله: انگلیسی
- تعداد مشاهده: 106
نویسندگان
Faculty of Management, University of Gdansk, Gdansk, Poland
چکیده
In the past years, the increase in data has been accompanied by rapid growth in various fields. It is difficult to analyze large volumes of data using traditional and relational database technology. Therefore, new databases have emerged, and for this reason, big data has become one of the new topics in IT and business today. Also, the cloud environment is increasingly used to store and process big data. Cloud processing refers to processing anything, including Big Data Analytics, on the "cloud". A "cloud" is a collection of high-powered servers from providers that can often view and query large data sets much faster than a regular computer. These two topics differ from each other in various aspects, including definition, collection references, usage method, form and format, and application. In this research, the dimensions and basic concepts, characteristics, tools and techniques, classification, and communication of data are examined. Big has been dealt with cloud computing, and in addition, storage systems, opportunities and challenges, and big data design principles in the cloud environment have been analyzed.کلیدواژه ها
big data analysis, cloud processing, components of cloud-based systems, big data analysis toolsاطلاعات بیشتر در مورد COI
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کد COI به مفهوم کد ملی اسناد نمایه شده در سیویلیکا است و کدی یکتا و ثابت است و به همین دلیل همواره قابلیت استناد و پیگیری دارد.