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 …
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
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 …
subject, and is referred to as, multi-sensor information fusion which was originated in the …
Big data privacy: a technological perspective and review
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 …
These characteristics usually correlate with additional difficulties in storing, analyzing and …
Big data driven marine environment information forecasting: a time series prediction network
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 …
methods to discover the data value. Information forecast, as an important part of data mining …
Parallel K-Means Clustering Based on MapReduce
Data clustering has been received considerable attention in many applications, such as data
mining, document retrieval, image segmentation and pattern classification. The enlarging …
mining, document retrieval, image segmentation and pattern classification. The enlarging …
IOTSim: A simulator for analysing IoT applications
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 …
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
Distributed and Cloud Computing: From Parallel Processing to the Internet of Things offers
complete coverage of modern distributed computing technology including clusters, the grid …
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 …
performs typical graph mining tasks such as computing the diameter of the graph, computing …
Persisting big-data: The NoSQL landscape
The growing popularity of massively accessed Web applications that store and analyze
large amounts of data, being Facebook, Twitter and Google Search some prominent …
large amounts of data, being Facebook, Twitter and Google Search some prominent …
Introducing BASE: the Biomes of Australian Soil Environments soil microbial diversity database
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 …
functions, yet there are large gaps in our knowledge of their diversity and ecology. The …