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05/04/2023
DECICE: Device-Edge-Cloud Intelligent Collaboration Framework
DECICE is a Horizon Europe project that is developing an AI-enabled open...
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11/16/2022
Data-driven Real-time Short-term Prediction of Air Quality: Comparison of ES, ARIMA, and LSTM
Air pollution is a worldwide issue that affects the lives of many people...
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06/02/2021
Optimization of Heterogeneous Systems with AI Planning Heuristics and Machine Learning: A Performance and Energy Aware Approach
Heterogeneous computing systems provide high performance and energy effi...
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06/04/2019
Performance Modelling of Deep Learning on Intel Many Integrated Core Architectures
Many complex problems, such as natural language processing or visual obj...
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06/04/2019
Customizing Pareto Simulated Annealing for Multi-objective Optimization of Control Cabinet Layout
Determining the optimal location of control cabinet components requires ...
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09/25/2018
HSTREAM: A directive-based language extension for heterogeneous stream computing
Big data streaming applications require utilization of heterogeneous par...
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09/01/2018
A Machine Learning Driven IoT Solution for Noise Classification in Smart Cities
We present a machine learning based method for noise classification usin...
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01/29/2018
Using Meta-heuristics and Machine Learning for Software Optimization of Parallel Computing Systems: A Systematic Literature Review
While the modern parallel computing systems offer high performance, util...
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04/18/2017
Benchmarking OpenCL, OpenACC, OpenMP, and CUDA: programming productivity, performance, and energy consumption
Many modern parallel computing systems are heterogeneous at their node l...
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02/25/2017