A Sketch of Big Data Technologies

被引：7

作者：

Liu, Zaiying ^{[1
]}

Yang, Ping ^{[1
]}

Zhang, Lixiao ^{[1
]}

机构：

[1] Shanghai Sanda Univ, Sch Informat Sci & Technol, Shanghai, Peoples R China

来源：

2013 SEVENTH INTERNATIONAL CONFERENCE ON INTERNET COMPUTING FOR ENGINEERING AND SCIENCE (ICICSE 2013) | 2013年

关键词：

big data; data storage; data mining; structured data; semi-structured data; unstructured data;

D O I：

10.1109/ICICSE.2013.13

中图分类号：

TP39 [计算机的应用];

学科分类号：

081203 ; 0835 ;

摘要：

This paper outlines the recent developed information technologies in big data. The basic principles and theories, concepts and terminologies, methods and implementations, and the status of research and development in big data are depicted. The paper also highlights the technical challenges and major difficulties. The number of key technologies required to handle big data are deliberated. They include big data acquisition, pre/post-processing, data storage and distribution, networks, and analysis and mining, etc. At last, the development trend in big data technologies is addressed for discussion.

引用

页码：26 / 29

页数：4

共 50 条

[41] Using Big Data Technologies in Petroleum Industry
FadhilJaf, Mohammed
[J]. PROCEEDINGS OF THE 2019 1ST INTERNATIONAL CONFERENCE ON SUSTAINABLE MANUFACTURING, MATERIALS AND TECHNOLOGIES, 2020, 2207
[42] Innovative Technologies, the Premises of Big Data in Ehealth
Soava, Georgeta
Mehedintu, Anca
Burlea, Adriana Schiopoiu
[J]. SUSTAINABLE ECONOMIC GROWTH, EDUCATION EXCELLENCE, AND INNOVATION MANAGEMENT THROUGH VISION 2020, VOLS I-VII, 2017, : 4261 - 4271
[43] WIRELESS BIG DATA: TECHNOLOGIES AND APPLICATION APPLICATIONS
Zhang, Yan
Lopez, Javier
Tang, Jian
Liang, Ying-Chang
Zhang, Xing
[J]. IEEE WIRELESS COMMUNICATIONS, 2018, 25 (01) : 10 - 11
[44] Big Data Service Engine (BISE): Integration of Big Data Technologies for Human Centric Wellness Data
Idris, Muhammad
Hussain, Shujaat
Ahmad, Mahmood
Lee, Sungyoung
[J]. 2015 INTERNATIONAL CONFERENCE ON BIG DATA AND SMART COMPUTING (BIGCOMP), 2015, : 244 - 248
[45] Analysis of patent data using workflows and big data technologies
Aras, Hidir
[J]. INFORMATION-WISSENSCHAFT UND PRAXIS, 2019, 70 (2-3): : 127 - 133
[46] Data Science and Big Data Technologies Role in the Digital Economy
Novikov, Sergey V.
[J]. TEM JOURNAL-TECHNOLOGY EDUCATION MANAGEMENT INFORMATICS, 2020, 9 (02): : 756 - 762
[47] Accelerating Data Analysis in Simulation Neuroscience with Big Data Technologies
Planas, Judit
Delalondre, Fabien
Schuermann, Felix
[J]. COMPUTATIONAL SCIENCE - ICCS 2018, PT I, 2018, 10860 : 363 - 377
[48] Big Data: Challenges, Practices and Technologies NIST Big Data Public Working Group Workshop at IEEE Big Data 2014
Grady, Nancy W.
Underwood, Mark
Roy, Arnab
Chang, Wo L.
[J]. 2014 IEEE INTERNATIONAL CONFERENCE ON BIG DATA (BIG DATA), 2014,
[49] Diamond Sketch: Accurate Per-flow Measurement for Big Streaming Data
Yang, Tong
Gao, Siang
Sun, Zhouyi
Wang, Yufei
Shen, Yulong
Li, Xiaoming
[J]. IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS, 2019, 30 (12) : 2650 - 2662
[50] Big data, emerging technologies and the characteristics of 'good intelligence'
Hammond-Errey, Miah
[J]. INTELLIGENCE AND NATIONAL SECURITY, 2024, 39 (04) : 657 - 676

← 1 2 3 4 5 →