A Thorough Study on Big Data

Publish Year: 1395
نوع سند: مقاله کنفرانسی
زبان: English
View: 478

This Paper With 8 Page And PDF Format Ready To Download

  • Certificate
  • من نویسنده این مقاله هستم

استخراج به نرم افزارهای پژوهشی:

لینک ثابت به این Paper:

شناسه ملی سند علمی:

ITCC04_098

تاریخ نمایه سازی: 18 تیر 1396

Abstract:

The Latin word data is the plural of datum and according to the current version of Wikipedia, data are values of qualitative or quantitative variables. With the increase in the amount of data in network devices such as smartphones, laptops, tablets and embedded sensors we are entering the era of big data . This data explosion would require special technologies and architecture for storing, processing and analyzing them economically. In this paper we will introduce big data or in other words scheme-free datasets by presenting three different definitions given through the years. After that various events that have had an impact on big data and also prepared the way for it are introduced. Finally, traditional and big data approaches for processing data are compared. The four components of data processing named: acquisition, access, analytics, and application would require efficient and specific methods for big data processing in order to store, process, analyze, and finally extract meaningful information from this huge amount of meaningless data.

Authors

Zeinab Lashkaripour

Department of Computer, Faculty of Engineering, Velayat University, Iranshahr, Iran

مراجع و منابع این Paper:

لیست زیر مراجع و منابع استفاده شده در این Paper را نمایش می دهد. این مراجع به صورت کاملا ماشینی و بر اساس هوش مصنوعی استخراج شده اند و لذا ممکن است دارای اشکالاتی باشند که به مرور زمان دقت استخراج این محتوا افزایش می یابد. مراجعی که مقالات مربوط به آنها در سیویلیکا نمایه شده و پیدا شده اند، به خود Paper لینک شده اند :
  • Villars, R. L., Olofson, C. W., and Eastwood, M., "Big ...
  • Dean, J., "Big Data, data mining, and machine learning: value ...
  • James, M., Chui, M., Brown, B., Bughin, J., Dobbs, R., ...
  • EMC Education Services., "Data Science and Big Data Analytics: Discovering, ...
  • Chen, M. Mao, S., and Liu, Y., "Big data: a ...
  • Zaslavsky, A., Perera, C., and Ge orgakopoulos _ D., "Sensing ...
  • Higginbotham, S., :Sensor Networks Top Social Networks for Big ...
  • https :/gigaom. com/20 10/09/1 3/sens or-networks -top-s ocial-networs -for-b ig-data-2/, ...
  • Atzori, L., Iera, A., and Morabito, G., _ internet of ...
  • Numbers of LinkedIn members from 1st quarter 2009 to 1st ...
  • Leading social networks worldwide as of April 2016, ranked by ...
  • Tien, J. M., :Big data: Unleashing information, " Jourmal of ...
  • Hu, H., Wen, Y., Chua, T. S., and Li, X., ...
  • نمایش کامل مراجع