[PDF][PDF] 大数据系统和分析技术综述

程学旗, 靳小龙, 王元卓, 郭嘉丰, 张铁赢, 李国杰 - 软件学报, 2014 - jos.org.cn
首先根据处理形式的不同, 介绍了不同形式数据的特征和各自的典型应用场景以及相应的代表性
处理系统, 总结了大数据处理系统的三大发展趋势; 随后, 对系统支撑下的大数据分析技术和应用 …

Data science: a comprehensive overview

L Cao - ACM Computing Surveys (CSUR), 2017 - dl.acm.org
The 21st century has ushered in the age of big data and data economy, in which data DNA,
which carries important knowledge, insights, and potential, has become an intrinsic …

大数据系统综述

李学龙, 龚海刚 - 中国科学: 信息科学, 2015 - cqvip.com
随着科学, 技术和工程的迅猛发展, 近20 年来, 许多领域(如光学观测, 光学监控, 健康医护,
传感器, 用户数据, 互联网和金融公司以及供应链系统) 都产生了海量的数据(更恰当的描述或许 …

[HTML][HTML] Survey on big data system and analytic technology

XQ Cheng, XL Jin, Y Wang, J Guo, T Zhang, G Li - Journal of software, 2014 - jos.org.cn
This paper first introduces the key features of big data in different processing modes and
their typical application scenarios, as well as corresponding representative processing …

Interactive analysis of big data

J Heer, S Kandel - XRDS: Crossroads, The ACM Magazine for Students, 2012 - dl.acm.org
Interactive analysis of big data Page 1 XRDS • fall 2012 • Vol.19 • No.1 50 Interactive Analysis
of Big Data Big data is all the rage. Computer scientists in databases, distributed systems …

Update tutorial: Big Data analytics: Concepts, technology, and applications

HJ Watson - Communications of the Association for Information …, 2019 - aisel.aisnet.org
In 2014, I wrote a paper on big data analytics that the Communications of the Association for
Information Systems published (volume 34). Since then, we have seen significant advances …

[图书][B] Large scale and big data: Processing and management

S Sakr, M Gaber - 2014 - books.google.com
Large Scale and Big Data: Processing and Management provides readers with a central
source of reference on the data management techniques currently available for large-scale …

Big data and its technical challenges

HV Jagadish, J Gehrke, A Labrinidis… - Communications of the …, 2014 - dl.acm.org
Big data and its technical challenges Page 1 86 COMMUNICATIONS OF THE ACM | JULY
2014 | VOL. 57 | NO. 7 review articles IMA GE B Y AMAZEME GRAPHICS IN A BROAD range of …

A brief survey on big data: technologies, terminologies and data-intensive applications

HB Abdalla - Journal of Big Data, 2022 - Springer
The technical advancements and the availability of massive amounts of data on the Internet
draw huge attention from researchers in the areas of decision-making, data sciences …

Data-intensive applications, challenges, techniques and technologies: A survey on Big Data

CLP Chen, CY Zhang - Information sciences, 2014 - Elsevier
It is already true that Big Data has drawn huge attention from researchers in information
sciences, policy and decision makers in governments and enterprises. As the speed of …