Big Data, Tools, Algorithms and Challenges
عنوان مقاله: Big Data, Tools, Algorithms and Challenges
شناسه ملی مقاله: DCBDP04_097
منتشر شده در چهارمین کنفرانس ملی محاسبات توزیعی و پردازش داده های بزرگ در سال 1397
شناسه ملی مقاله: DCBDP04_097
منتشر شده در چهارمین کنفرانس ملی محاسبات توزیعی و پردازش داده های بزرگ در سال 1397
مشخصات نویسندگان مقاله:
Elham Pejhan - Computer Group Yazd University Yazd, Iran
Mohammad Ghasemzadeh - Computer Group Yazd University Yazd, Iran
خلاصه مقاله:
Elham Pejhan - Computer Group Yazd University Yazd, Iran
Mohammad Ghasemzadeh - Computer Group Yazd University Yazd, Iran
A large amount of data is generated each day from various resources which contain structured and unstructured datatypes. Such extremely large-scale data is usually called big data. Analysis of massive data is a hot research area because extracting information at multiple levels is very valuable for decision making. This survey paper begins with some introduction to big data and continuous with its various applications. Also, some important analytic algorithms, big data tools, challenges and future research directions are discussed.
کلمات کلیدی: Big Data; Big data Analysis, Map/Reduce, Hadoop
صفحه اختصاصی مقاله و دریافت فایل کامل: https://civilica.com/doc/772514/