KATTA HAJMDAGI MA'LUMOTLAR VA ULARNING TAHLILI: TUSHUNCHALARI, TURLARI VA TEXNOLOGIYALARI
Creators
- 1. Muhammad Al-Xorazmiy nomidagi Toshkent Axborot Texnologiyalari Universiteti kompyuter injineyringi: Amaliy dasturiy vositalarni loyihalash yo'nalishi II bosqich magistranti
Description
Hozirgi kunda kompaniyalar to‘g‘ri qaror qabul qilish va o‘z strategiyalarini qo‘llab-quvvatlash uchun katta hajmdagi ma’lumotlarning mavjudligi muhimligini anglay boshladilar. Yangi texnologiyalar, Internet va ijtimoiy tarmoqlarning rivojlanishi bilan raqamli ma’lumotlarni ishlab chiqarish doimiy ravishda o‘sib bormoqda. “Katta ma’lumotlar” atamasi xarakteristikalari (katta hajm, turli shakllar, qayta ishlash tezligi) o‘ziga xos va tobora murakkab kompyuter saqlash va tahlil vositalarini talab qiladigan kompaniyalar va shaxslar tomonidan ishlab chiqarilgan raqamli ma’lumotlarning heterojen massasini anglatadi. Ushbu maqola Big Data kontseptsiyasini, uning tushunchalari, muammolari va qo‘llanilishini, shuningdek Big Data Analyticsning ahamiyatini aniqlashga mo‘ljallangan.
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Related works
- Is cited by
- Journal article: 10.5281/zenodo.7831340 (DOI)
References
- [1] Perspectives on Big Data and Big Data Analytics-Database Systems Journal vol. III, no. 4/2012 [2] Von Neumann J., The theory of self-reproducing automata, (Edited by A. W. Burks), Univ. of Illinois Press, Urbana, (1966). [3] The Big Data Revolution, Issues and Applications, Azzeddine Riahi, Sara Riahi- IJARCSSE, Volume 5, Issue 8 [4] Deep learning applications and challenges in big data analytics-Najafabadi et al. Journal of Big Data (2015) 2:1 DOI 10.1186/s40537-014-0007-7 [5] BIG DATA ANALYTICS: CHALLENGES AND APPLICATIONS FOR TEXT, AUDIO, VIDEO, AND SOCIAL MEDIA DATA-International Journal on Soft Computing, Artificial Intelligence and Applications (IJSCAI), Vol.5, No.1, February 2016 [6] Big Data- The definitive guide to the revolution in business analytics-Fujitsu [7] http://searchbusinessanalytics.techtarget.com/definition/Hadoop-Distributed-File-System-HDFS [8] Choudhury, P.P., Sahoo, S., Hassan, S. S., Basu, S., Ghosh, D., Kar, D., Ghosh, Ab., Ghosh, Av.,Ghosh A.K., Classification of cellular automata rules based on their properties, Int. J. of Comp. Cogn. 8, (2010), p. 50-54. [9] Wolfram S., Rev. Mod. Phys. 55 (3) (1983) 601-644. doi/10.1103/RevModPhys.55.601. [10] Akin H., Siap I., Uguz S., Structure of 2-dimensional hexagonal cellular automata, AIP Conf. Proceed., Volume 1309, (2010) p. 16-26. DOI: 10.1063/1.3525111