A survey from real-time to near real-time applications in fog computing environments

E Gomes, F Costa, C De Rolt, P Plentz, M Dantas - Telecom, 2021 - mdpi.com
In this article, we present a comprehensive survey on time-sensitive applications
implemented in fog computing environments. The goal is to research what applications are …

Time series big data: a survey on data stream frameworks, analysis and algorithms

A Almeida, S Brás, S Sargento, FC Pinto - Journal of Big Data, 2023 - Springer
Big data has a substantial role nowadays, and its importance has significantly increased
over the last decade. Big data's biggest advantages are providing knowledge, supporting …

Event-driven framework for detecting unusual patterns in AAL environments

L Larcher, V Ströele, M Dantas… - 2020 IEEE 33rd …, 2020 - ieeexplore.ieee.org
An aging population has motivated research into Ambient Assisted Living (AAL) with the aim
of supporting people to continue to live in their homes as they age or with chronic health …

DeepHYDRA: A Hybrid Deep Learning and DBSCAN-Based Approach to Time-Series Anomaly Detection in Dynamically-Configured Systems

FK Stehle, W Vandelli, F Zahn, G Avolio… - Proceedings of the 38th …, 2024 - dl.acm.org
Anomaly detection in distributed systems such as High-Performance Computing (HPC)
clusters is vital for early fault detection, performance optimisation, security monitoring …

An application study case tradeoff between throughput and latency on fog-cloud cooperation

MAR Dantas, PE Bogoni… - International Journal of …, 2020 - inderscienceonline.com
Nowadays, several research works are targeting fog-cloud environments cooperation in the
organisations. Examples of well-known challenges are workload offloading, shared …

[HTML][HTML] Evaluation of technical approaches for real-time data transfer from electronic health record systems

N Kirilov, M Dugas - Computer Methods and Programs in Biomedicine, 2024 - Elsevier
Abstract Background and Objective Real-time data (RTD) are data that are delivered
immediately after creation. The key feature of RTD is low delivery latency. Information …

Gaussian Adapted Markov Model with Overhauled Fluctuation Analysis-Based Big Data Streaming Model in Cloud

M Ananthi, A Gopal, K Ramalakshmi, P Mohan Kumar - Big Data, 2024 - liebertpub.com
An accurate resource usage prediction in the big data streaming applications still remains as
one of the complex processes. In the existing works, various resource scaling techniques …

A real-time fog computing approach for healthcare environment

E Gomes, MAR Dantas, P Plentz - Advances on P2P, Parallel, Grid, Cloud …, 2019 - Springer
The increased use of IoT has contributed to the popularization of environments that monitor
the daily activities and health of the elderly, children or people with disabilities. The …

Crowdsensing campaigns management in smart cities

CRD Rolt, JDS Dias, EHA Gomes… - International Journal of …, 2021 - inderscienceonline.com
The use of information technology is one way to help in solving urban problems, aiming for
the development of smart cities. Crowdsensing mechanism is an important tool in this …

A proposal for a healthcare environment with a real-time approach

EHA Gomes, MAR Dantas… - International Journal of …, 2020 - inderscienceonline.com
The increased use of IoT has contributed to the popularisation of environments that monitor
the daily activities and health of the elderly, children or people with disabilities. The …