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08/11/2023
Large Language Models for Telecom: Forthcoming Impact on the Industry
Large Language Models (LLMs) have emerged as a transformative force, rev...
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01/12/2023
Accordion: A Communication-Aware Machine Learning Framework for Next Generation Networks
In this article, we advocate for the design of ad hoc artificial intelli...
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12/08/2022
Power Consumption Modeling of 5G Multi-Carrier Base Stations: A Machine Learning Approach
The fifth generation of the Radio Access Network (RAN) has brought new s...
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09/23/2022
Machine Learning and Analytical Power Consumption Models for 5G Base Stations
The energy consumption of the fifth generation(5G) of mobile networks is...
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01/27/2021
A Survey on 5G Energy Efficiency: Massive MIMO, Lean Carrier Design, Sleep Modes, and Machine Learning
Cellular networks have changed the world we are living in, and the fifth...
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06/22/2020
An Online Algorithm for Computation Offloading in Non-Stationary Environments
We consider the latency minimization problem in a task-offloading scenar...
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06/21/2020
Optimal Network Slicing for Service-Oriented Networks with Flexible Routing and Guaranteed E2E Latency
Network function virtualization is a promising technology to simultaneou...
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06/16/2020
Multi-Agent Reinforcement Learning for Adaptive User Association in Dynamic mmWave Networks
Network densification and millimeter-wave technologies are key enablers ...
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06/15/2020
Optimal Virtual Network Function Deployment for 5G Network Slicing in a Hybrid Cloud Infrastructure
Network virtualization is a key enabler for 5G systems to support the ex...
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02/18/2020
Network Slicing for Service-Oriented Networks with Flexible Routing and Guaranteed E2E Latency
Network function virtualization is a promising technology to simultaneou...
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10/11/2018
Accurate Characterization of Dynamic Cell Load in Noise-Limited Random Cellular Networks
The analyses of cellular network performance based on stochastic geometr...
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08/31/2018
Admission and Congestion Control for 5G Network Slicing
Network Slicing has been widely accepted as essential feature of future ...
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06/19/2018
Positioning Data-Rate Trade-off in mm-Wave Small Cells and Service Differentiation for 5G Networks
We analyze a millimeter wave network, deployed along the streets of a ci...
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12/16/2017
Optimal Cross Slice Orchestration for 5G Mobile Services
5G mobile networks encompass the capabilities of hosting a variety of se...
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12/15/2017