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A survey on networked data streaming with apache kafka
TP Raptis, A Passarella - IEEE access, 2023 - ieeexplore.ieee.org
Apache Kafka has become a popular solution for managing networked data streaming in a
variety of applications, from industrial to general purpose. This paper systematically surveys …
variety of applications, from industrial to general purpose. This paper systematically surveys …
[HTML][HTML] OpenTwins: An open-source framework for the development of next-gen compositional digital twins
Although digital twins have recently emerged as a clear alternative for reliable asset
representations, most of the solutions and tools available for the development of digital twins …
representations, most of the solutions and tools available for the development of digital twins …
AI-coupled HPC workflow applications, middleware and performance
AI integration is revolutionizing the landscape of HPC simulations, enhancing the
importance, use, and performance of AI-driven HPC workflows. This paper surveys the …
importance, use, and performance of AI-driven HPC workflows. This paper surveys the …
Revisiting the internet of things: New trends, opportunities and grand challenges
K Elgazzar, H Khalil, T Alghamdi, A Badr… - Frontiers in the Internet …, 2022 - frontiersin.org
The Internet of Things (IoT) is a conceptual paradigm that connects billions of Internet-
enabled devices to exchange data among themselves and their surroundings to enable …
enabled devices to exchange data among themselves and their surroundings to enable …
Unsupervised gan-based intrusion detection system using temporal convolutional networks and self-attention
PF de Araujo-Filho, M Naili, G Kaddoum… - … on Network and …, 2023 - ieeexplore.ieee.org
Fifth-generation (5G) networks provide connectivity to a massive number of devices and
boost a plethora of applications in several different domains. However, the large adoption of …
boost a plethora of applications in several different domains. However, the large adoption of …
Real-time analytics: Concepts, architectures, and ML/AI considerations
W Chen, Z Milosevic, FA Rabhi, A Berry - IEEE Access, 2023 - ieeexplore.ieee.org
With the advancement in intelligent devices, social media, and the Internet of Things,
staggering amounts of new data are being generated, and the pace is continuously …
staggering amounts of new data are being generated, and the pace is continuously …
Building fake review detection model based on sentiment intensity and PU learning
Z Shunxiang, Z Aoqiang, Z Guangli… - … on Neural Networks …, 2023 - ieeexplore.ieee.org
Fake review detection has the characteristics of huge stream data processing scale,
unlimited data increment, dynamic change, and so on. However, the existing fake review …
unlimited data increment, dynamic change, and so on. However, the existing fake review …
[HTML][HTML] Cognitive soil digital twin for monitoring the soil ecosystem: A conceptual framework
NL Tsakiridis, N Samarinas, E Kalopesa, GC Zalidis - Soil Systems, 2023 - mdpi.com
The digital twin concept has found widespread application across diverse industries. Herein,
we present a comprehensive conceptual framework for the cognitive soil digital twin, which …
we present a comprehensive conceptual framework for the cognitive soil digital twin, which …
[HTML][HTML] Towards flexible data stream collaboration: Federated Learning in Kafka-ML
Federated learning is applied in scenarios where organisations lack sufficient data volume
for modelling their business logic and cannot share their data with external parties …
for modelling their business logic and cannot share their data with external parties …
[PDF][PDF] MLOps: Practices, Maturity Models, Roles, Tools, and Challenges-A Systematic Literature Review.
A Lima, L Monteiro, AP Furtado - ICEIS (1), 2022 - pdfs.semanticscholar.org
Context: The development of machine learning solutions has increased significantly due to
the advancement of technology based on artificial intelligence. MLOps have emerged as an …
the advancement of technology based on artificial intelligence. MLOps have emerged as an …