A performance comparison of open-source stream processing platforms

MA Lopez, AGP Lobato… - 2016 IEEE Global …, 2016 - ieeexplore.ieee.org
Distributed stream processing platforms is a new class of real-time monitoring systems that
analyze and extracts knowledge from large continuous streams of data. This type of systems …

A monitoring and threat detection system using stream processing as a virtual function for big data

MEA Lopez - 2018 - pantheon.ufrj.br
The late detection of security threats causes a significant increase in the risk of irreparable
damages, disabling any defense attempt. As a consequence, fast realtime threat detection is …

[引用][C] Network attack classification framework based on Autoencoder model and online stream analysis technology

NV Hung, DT Mai, NT Tung - Journal of Science and Technology on …, 2023 - isj.vn
To deal with diverse and constantly changing forms of cyberattacks, machine learning
methods have been researched and applied extensively in network data processing for …

Soft real-time GPRS traffic analytics for commercial M2M communications using spark

G Privitera, G Ghidini, SP Emmons… - … on Smart Computing, 2014 - ieeexplore.ieee.org
Commercial applications of wireless sensor networks, also known as machine-to-machine
(M2M) communications, feature hundreds of thousands or even millions of devices. These …

Understanding the Linguistic Characteristics of Network Signaling for the'Internet of Things' Using n-Grams

SP Emmons, F Kamangar - 2015 IEEE International …, 2015 - ieeexplore.ieee.org
In the expanding'Internet of Things'(IoT),'Machine-to-Machine'(M2M) applications exist with
large homogeneous populations of devices that utilize general-purpose communications …

[PDF][PDF] Monitoramento de tráfego e detecçao de ameaças por sistemas distribuıdos de processamento de fluxos: uma análise de desempenho

MA Lopez, AGP Lobato, OCMB Duarte… - Anais do XXI Workshop …, 2016 - gta.ufrj.br
Real-time stream processing extracts knowledge from large continuous streams of data in
applications such as Internet of things and traffic monitoring. This article proposes a …

[PDF][PDF] Virtualized Tool for Service Performance Validation of Middleware Components Used In Telco Network Elements

LK TR, M Thomas, R Reddy - academia.edu
Middleware is currently used in all the customized software systems in order to felicitate the
applications to majorly work on their functionality not on to much of process, memory …

[图书][B] Discovery of anomalous patterns within multidimensional, asynchronous time-series with an emphasis on the" internet of things"

SP Emmons Jr - 2014 - search.proquest.com
In this dissertation we examine" Internet-scale''systems that present us with multidimensional
time-series data characterized by many sources sending symbols at irregular intervals over …