Big data and ML: Interaction & Challenges

P Sen, R Jain, V Bhatnagar… - 2022 6th International …, 2022 - ieeexplore.ieee.org
A broad variety of applications are making use of machine learning (ML). In recent years, it's
been pushed to the forefront because of the advertising of big data. In the face of massive …

Machine learning on big data: Opportunities and challenges

L Zhou, S Pan, J Wang, AV Vasilakos - Neurocomputing, 2017 - Elsevier
Abstract Machine learning (ML) is continuously unleashing its power in a wide range of
applications. It has been pushed to the forefront in recent years partly owing to the advent of …

The Role of Machine Learning in Big Data Analytics: Current Practices and Challenges

HA Duran-Limon, A Chavoya… - … Methodologies for Big …, 2023 - Springer
A massive amount of data is generated at an ever-increasing rate. Social media, mobile
phones, sensors, and medical imaging, among others, are examples of data sources. An …

A referenced framework on new challenges and cutting-edge research trends for big-data processing using machine learning approaches

M Kirola, M Memoria, M Shuaib, K Joshi… - … conference on smart …, 2023 - ieeexplore.ieee.org
Machine Learning and Big-Data Analytics is each growing computing fields. Big data is, in
reality, gaining attraction in all regions of Science and engineering. While those big-data …

Data platform for machine learning

P Agrawal, R Arya, A Bindal, S Bhatia… - Proceedings of the …, 2019 - dl.acm.org
In this paper, we present a purpose-built data management system, MLdp, for all machine
learning (ML) datasets. ML applications pose some unique requirements different from …

Machine Learning in Big Data handling: Challenges and Prospects

M Malik, R Chaturvedi, A Kaushik - 2022 2nd International …, 2022 - ieeexplore.ieee.org
Data is the buzzword people use these days. It is widely used by researchers to end users
across the globe, any kind of information flow happens only through data. During last few …

Machine learning meets databases

S Günnemann - Datenbank-Spektrum, 2017 - Springer
Abstract Machine Learning has become highly popular due to several success stories in
data-driven applications. Prominent examples include object detection in images, speech …

[图书][B] Big data on real-world applications

SV Soto, J Luna, A Cano - 2016 - books.google.com
As technology advances, high volumes of valuable data are generated day by day in
modern organizations. The management of such huge volumes of data has become a …

Machine learning with big data to solve real-world problems

M Rahmaty - Journal of Data Analytics, 2023 - journal-data.ir
Abstract Machine learning algorithms use big data to learn future trends and predict them for
businesses. Machine learning can be very efficient for deciphering data in industries where …

[图书][B] Machine Learning with Apache Spark Quick Start Guide: Uncover patterns, derive actionable insights, and learn from big data using MLlib

J Quddus - 2018 - books.google.com
Combine advanced analytics including Machine Learning, Deep Learning Neural Networks
and Natural Language Processing with modern scalable technologies including Apache …