A survey on distributed machine learning

J Verbraeken, M Wolting, J Katzy… - Acm computing surveys …, 2020 - dl.acm.org
The demand for artificial intelligence has grown significantly over the past decade, and this
growth has been fueled by advances in machine learning techniques and the ability to …

Multi-source information fusion based on rough set theory: A review

P Zhang, T Li, G Wang, C Luo, H Chen, J Zhang… - Information …, 2021 - Elsevier
Abstract Multi-Source Information Fusion (MSIF) is a comprehensive and interdisciplinary
subject, and is referred to as, multi-sensor information fusion which was originated in the …

Big data privacy: a technological perspective and review

P Jain, M Gyanchandani, N Khare - Journal of Big Data, 2016 - Springer
Big data is a term used for very large data sets that have more varied and complex structure.
These characteristics usually correlate with additional difficulties in storing, analyzing and …

Big data driven marine environment information forecasting: a time series prediction network

J Wen, J Yang, B Jiang, H Song… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
The continuous development of industry big data technology requires better computing
methods to discover the data value. Information forecast, as an important part of data mining …

Parallel K-Means Clustering Based on MapReduce

W Zhao, H Ma, Q He - … , CloudCom 2009, Beijing, China, December 1-4 …, 2009 - Springer
Data clustering has been received considerable attention in many applications, such as data
mining, document retrieval, image segmentation and pattern classification. The enlarging …

IOTSim: A simulator for analysing IoT applications

X Zeng, SK Garg, P Strazdins, PP Jayaraman… - Journal of Systems …, 2017 - Elsevier
A disruptive technology that is influencing not only computing paradigm but every other
business is the rise of big data. Internet of Things (IoT) applications are considered to be a …

[图书][B] Distributed and cloud computing: from parallel processing to the internet of things

K Hwang, J Dongarra, GC Fox - 2013 - books.google.com
Distributed and Cloud Computing: From Parallel Processing to the Internet of Things offers
complete coverage of modern distributed computing technology including clusters, the grid …

Pegasus: A peta-scale graph mining system implementation and observations

U Kang, CE Tsourakakis… - 2009 Ninth IEEE …, 2009 - ieeexplore.ieee.org
In this paper, we describe PEGASUS, an open source peta graph mining library which
performs typical graph mining tasks such as computing the diameter of the graph, computing …

Persisting big-data: The NoSQL landscape

A Corbellini, C Mateos, A Zunino, D Godoy… - Information Systems, 2017 - Elsevier
The growing popularity of massively accessed Web applications that store and analyze
large amounts of data, being Facebook, Twitter and Google Search some prominent …

Introducing BASE: the Biomes of Australian Soil Environments soil microbial diversity database

A Bissett, A Fitzgerald, T Meintjes, PM Mele, F Reith… - GigaScience, 2016 - Springer
Background Microbial inhabitants of soils are important to ecosystem and planetary
functions, yet there are large gaps in our knowledge of their diversity and ecology. The …