Dynamic Distributed and Parallel Machine Learning algorithms for big data mining processing

L Djafri - Data Technologies and Applications, 2022 - emerald.com
Purpose This work can be used as a building block in other settings such as GPU, Map-
Reduce, Spark or any other. Also, DDPML can be deployed on other distributed systems …

Fault Prediction System for Network Operation Status Based on Improved Clustering Algorithm

J Li, B Wang, R Bai, Y Liang… - 2022 International …, 2022 - ieeexplore.ieee.org
Cluster analysis algorithm is an essential unsupervised learning algorithm in the field of data
mining and machine learning, which can quickly divide large data into different types …

Ascendancy of MapReduce with Hadoop for Weather Data and Word Count Analytics

L Nitha - 2021 5th International Conference on Trends in …, 2021 - ieeexplore.ieee.org
Data flows from various sources in structured, semistructured or unstructured form and this
type of data flow is referred as big data. Due to their large scale, rapid growth and diverse …

Fast-ICA Algorithm in Industrial Control Network Anomaly Detection System

Y Ma - International Conference on Big Data Analytics for …, 2022 - Springer
Network intrusion detection and defense system, as a more effective and practical means of
enterprise network and security system protection and monitoring, takes the lead in all kinds …

Japanese Translation Teaching Reform System in Internet Era on Account of Big Data Algorithm

F Yin - 2022 International Conference on Education, Network …, 2022 - ieeexplore.ieee.org
China and Japan are promoting economic and cultural exchanges in many fields year by
year. Due to the need of reality, the society strengthens the bilingual language foundation of …