A survey of machine learning for big data processing

J Qiu, Q Wu, G Ding, Y Xu, S Feng - EURASIP Journal on Advances in …, 2016 - Springer
There is no doubt that big data are now rapidly expanding in all science and engineering
domains. While the potential of these massive data is undoubtedly significant, fully making …

Big data challenge: a data management perspective

J Chen, Y Chen, X Du, C Li, J Lu, S Zhao… - Frontiers of computer …, 2013 - Springer
There is a trend that, virtually everyone, ranging from big Web companies to traditional
enterprisers to physical science researchers to social scientists, is either already …

How large language models will disrupt data management

RC Fernandez, AJ Elmore, MJ Franklin… - Proceedings of the …, 2023 - dl.acm.org
Large language models (LLMs), such as GPT-4, are revolutionizing software's ability to
understand, process, and synthesize language. The authors of this paper believe that this …

[HTML][HTML] Critical analysis of Big Data challenges and analytical methods

U Sivarajah, MM Kamal, Z Irani… - Journal of business …, 2017 - Elsevier
Big Data (BD), with their potential to ascertain valued insights for enhanced decision-making
process, have recently attracted substantial interest from both academics and practitioners …

[PDF][PDF] 不确定性数据管理技术研究综述

周傲英, 金澈清, 王国仁, 李建中 - 计算机学报, 2009 - cjc.ict.ac.cn
摘要随着数据采集和处理技术的进步, 人们对数据的不确定性的认识也逐步深入. 在诸如经济,
军事, 物流, 金融, 电信等领域的具体应用中, 数据的不确定性普遍存在. 不确定性数据的表现形式 …

Information security in big data: privacy and data mining

L Xu, C Jiang, J Wang, J Yuan, Y Ren - Ieee Access, 2014 - ieeexplore.ieee.org
The growing popularity and development of data mining technologies bring serious threat to
the security of individual,'s sensitive information. An emerging research topic in data mining …

Data-driven decision making in precision agriculture: The rise of big data in agricultural systems

N Tantalaki, S Souravlas… - Journal of agricultural & …, 2019 - Taylor & Francis
In this paper, we provide a review of the research dedicated to applications of data science
techniques, and especially machine learning techniques, in relevant agricultural systems …

A survey of big data management: Taxonomy and state-of-the-art

A Siddiqa, IAT Hashem, I Yaqoob, M Marjani… - Journal of Network and …, 2016 - Elsevier
The rapid growth of emerging applications and the evolution of cloud computing
technologies have significantly enhanced the capability to generate vast amounts of data …

[图书][B] Principles of distributed database systems

MT Özsu, P Valduriez - 1999 - Springer
The first edition of this book appeared in 1991 when the technology was new and there were
not too many products. In the Preface to the first edition, we had quoted Michael Stonebraker …

[PDF][PDF] Data Wrangling: The Challenging Yourney from the Wild to the Lake.

IG Terrizzano, PM Schwarz, M Roth, JE Colino - CIDR, 2015 - cidrdb.org
Much has been written about the explosion of data, also known as the “data deluge”.
Similarly, much of today's research and decision making are based on the de facto …