Variable Neighborhood Search for precedence-constrained tasks optimization on heterogeneous systems

AHG Ruiz, AAS Pineda, JAC Rocha, SI Martínez… - Expert Systems with …, 2024 - Elsevier
Supercomputing power is one of the fundamental pillars of the digital society, which
depends on the accurate scheduling of parallel applications in High-Performance …

A machine learning-based resource-efficient task scheduler for heterogeneous computer systems

A Hayat, YN Khalid, MS Rathore, MN Nadir - The Journal of …, 2023 - Springer
Heterogeneous computer systems are becoming mainstream due to their disparate
processing and performance capabilities. These systems consist of different types of …

DECICE: Device-Edge-Cloud Intelligent Collaboration Framework

JM Kunkel, C Boehme, J Decker, F Magugliani… - Proceedings of the 20th …, 2023 - dl.acm.org
DECICE is a Horizon Europe project that is developing an AI-enabled open and portable
management framework for automatic and adaptive optimization and deployment of …

Data-driven Real-time Short-term Prediction of Air Quality: Comparison of ES, ARIMA, and LSTM

I Talamanova, S Pllana - … Conference on Intelligent Systems Design and …, 2022 - Springer
Air pollution is a worldwide issue that affects the lives of many people in urban areas. It is
considered that the air pollution may lead to heart and lung diseases. A careful and timely …

Variable Neighborhood Search for precedence-constrained tasks optimization on heterogeneous systems

AH García Ruiz, AA Santiago Pineda… - 2024 - dl.acm.org
Supercomputing power is one of the fundamental pillars of the digital society, which
depends on the accurate scheduling of parallel applications in High-Performance …

Predictive analysis and optimization of large-scale coupled multi-physics simulations using mini-apps

A Powell - 2023 - wrap.warwick.ac.uk
As the complexity of multi-physics simulations increases, there is a need for efficient flow of
information between components. Discrete 'coupler'codes can abstract away this process …

[PDF][PDF] A Summary of Predictive Analysis in Large-Scaled Coupled Simulations using the CPX Mini-App

A Powell, GR Mudalige - 39 th Annual UK Performance …, 2023 - researchgate.net
As the complexity of multi-physics simulations increases, there is a need for efficient flow of
information between components. Discrete 'coupler'codes can abstract away this process …