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09/06/2023
SymED: Adaptive and Online Symbolic Representation of Data on the Edge
The edge computing paradigm helps handle the Internet of Things (IoT) ge...
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08/31/2023
An Energy-Aware Approach to Design Self-Adaptive AI-based Applications on the Edge
The advent of edge devices dedicated to machine learning tasks enabled t...
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03/19/2023
Energy-Efficiency and Sustainability in New Generation Cloud Computing: A Vision and Directions for Integrated Management of Data Centre Resources and Workloads
Cloud computing has become a critical infrastructure for modern society,...
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07/06/2021
Energy and Thermal-aware Resource Management of Cloud Data Centres: A Taxonomy and Future Directions
This paper investigates the existing resource management approaches in C...
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11/07/2020
Thermal Prediction for Efficient Energy Management of Clouds using Machine Learning
Thermal management in the hyper-scale cloud data centers is a critical p...
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09/08/2020
Green-aware Mobile Edge Computing for IoT: Challenges, Solutions and Future Directions
The development of Internet of Things (IoT) technology enables the rapid...
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09/01/2020
Dynamic Scheduling for Stochastic Edge-Cloud Computing Environments using A3C learning and Residual Recurrent Neural Networks
The ubiquitous adoption of Internet-of-Things (IoT) based applications h...
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06/09/2020
Artificial Intelligence (AI)-Centric Management of Resources in Modern Distributed Computing Systems
Contemporary Distributed Computing Systems (DCS) such as Cloud Data Cent...
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04/17/2020
A Data-Driven Frequency Scaling Approach for Deadline-aware Energy Efficient Scheduling on Graphics Processing Units (GPUs)
Modern computing paradigms, such as cloud computing, are increasingly ad...
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08/20/2018