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05/23/2023
Towards Optimal Serverless Function Scaling in Edge Computing Network
Serverless computing has emerged as a new execution model which gained a...
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05/22/2023
Scaling Serverless Functions in Edge Networks: A Reinforcement Learning Approach
With rapid advances in containerization techniques, the serverless compu...
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03/01/2022
A Semi-Markov Decision Process (SMDP)-based Channel Allocation Model for Unreliable Terahertz (THz) Reconfigurable Intelligent Surfaces (RIS)
Terahertz (THz) communications and reconfigurable intelligent surfaces (...
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11/15/2021
Benchmarking Various ML Solutions in Complex Intent-Based Network Management Systems
Intent-based networking (IBN) solutions to managing complex ICT systems ...
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05/11/2021
The Role of Intent-Based Networking in ICT Supply Chains
The evolution towards Industry 4.0 is driving the need for innovative so...
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04/16/2021
On the Effectiveness of Various Machine Learning Algorithms for THz Channel Estimation
Terahertz communication is one of the most promising wireless communicat...
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01/07/2021
On the Expected Value of Buffer Size in IoT Devices Deploying REST HTTP
We derive the expected value of buffer size in IoT devices deploying RES...
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06/02/2020
Jamming-Aware Control Plane in Elastic Optical Networks
Physical layer security is essential in optical networks. In this paper,...
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02/07/2020
Embedding Jamming Attacks into Physical Layer Models in Optical Networks
Optical networks are prone to physical layer attacks, in particular the ...
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01/19/2020
Modeling of Deep Neural Network (DNN) Placement and Inference in Edge Computing
With the edge computing becoming an increasingly adopted concept in syst...
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02/20/2019