[PDF][PDF] 大数据管理: 概念, 技术与挑战

孟小峰, 慈祥 - 2013 - idke.ruc.edu.cn
大数据管理:概念,技术与挑战 Page 1 大数据管理:概念,技术与挑战 孟小峰慈祥 (中国人民大学信息
学院北京100872) Big Data Management: Concepts, Techniques and Challenges Meng …

A survey on network methodologies for real-time analytics of massive IoT data and open research issues

S Verma, Y Kawamoto, ZM Fadlullah… - … Surveys & Tutorials, 2017 - ieeexplore.ieee.org
With the widespread adoption of the Internet of Things (IoT), the number of connected
devices is growing at an exponential rate, which is contributing to ever-increasing, massive …

Toward scalable systems for big data analytics: A technology tutorial

H Hu, Y Wen, TS Chua, X Li - IEEE access, 2014 - ieeexplore.ieee.org
Recent technological advancements have led to a deluge of data from distinctive domains
(eg, health care and scientific sensors, user-generated data, Internet and financial …

Task scheduling in big data platforms: a systematic literature review

M Soualhia, F Khomh, S Tahar - Journal of Systems and Software, 2017 - Elsevier
Abstract Context: Hadoop, Spark, Storm, and Mesos are very well known frameworks in both
research and industrial communities that allow expressing and processing distributed …

iMapReduce: Incremental MapReduce for Mining Evolving Big Data

Y Zhang, S Chen, Q Wang, G Yu - IEEE transactions on …, 2015 - ieeexplore.ieee.org
As new data and updates are constantly arriving, the results of data mining applications
become stale and obsolete over time. Incremental processing is a promising approach to …

Large-scale incremental processing with MapReduce

D Lee, JS Kim, S Maeng - Future Generation Computer Systems, 2014 - Elsevier
An important property of today's big data processing is that the same computation is often
repeated on datasets evolving over time, such as web and social network data. While …

Survey of data locality in apache hadoop

S Lee, JY Jo, Y Kim - … on Big Data, Cloud Computing, Data …, 2019 - ieeexplore.ieee.org
One of the key challenges in big data technology is the velocity at which the data is
processed. Hadoop, an open-source software framework, is the dominant technology to …

The strategic need to understand online memes and modern information warfare theory

G Rowett - 2018 IEEE International Conference on Big Data …, 2018 - ieeexplore.ieee.org
Memes influence the behaviours, perceptions and actions of the people they spread to, both
consciously and unconsciously. The production of memes and memetic behaviours are …

[引用][C] 大数据系统综述

李学龙, 龚海刚 - 中国科学: 信息科学, 2015

Efficient finer-grained incremental processing with MapReduce for big data

L Zhang, Y Feng, P Shen, G Zhu, W Wei, J Song… - Future Generation …, 2018 - Elsevier
With the continuous development of the Internet and information technology, more and more
mobile terminals, wear equipment etc. contribute to the tremendous data. Thanks to the …