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09/27/2021
DRL-based Slice Placement under Realistic Network Load Conditions
We propose to demonstrate a network slice placement optimization solutio...
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08/05/2021
On the Robustness of Controlled Deep Reinforcement Learning for Slice Placement
The evaluation of the impact of using Machine Learning in the management...
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08/05/2021
DRL-based Slice Placement Under Non-Stationary Conditions
We consider online learning for optimal network slice placement under th...
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08/03/2021
Controlled Deep Reinforcement Learning for Optimized Slice Placement
We present a hybrid ML-heuristic approach that we name "Heuristically As...
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05/14/2021
A Heuristically Assisted Deep Reinforcement Learning Approach for Network Slice Placement
Network Slice placement with the problem of allocation of resources from...
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04/19/2021
Asymptotic analysis of the sojourn time of a batch in an M^[X]/M/1 Processor Sharing Queue
In this paper, we exploit results obtained in an earlier study for the L...
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01/11/2021
Cloud-RAN functional split for an efficient fronthaul network
The evolution of telecommunication network towards cloud-native environm...
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11/05/2020
Cloud-RAN Factory: Instantiating virtualized mobile networks with ONAP
In this demo, we exhibit the negotiation based on the TM Forum framework...
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10/16/2020
Heuristic for Edge-enabled Network Slicing Optimization using the Power of Two Choices
We propose an online heuristic algorithm for the problem of network slic...
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10/01/2020
A baseline Model for the Relationships between Network Operators and Tower Companies
The introduction of virtualization techniques in radio cellular networks...
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09/28/2020
On the sojourn time of a batch in the M^[X]/M/1 Processor Sharing Queue
In this paper, we analyze the sojourn of an entire batch in a processor ...
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12/02/2019
Contribution to the design and the implementation of a Cloud Radio Access Network
This dissertation paper presents the main contributions to the design an...
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07/04/2019
Automating the deployment of 5G Network Slices with ONAP
Open Network Automation Platform (ONAP) is a carrier grade platform for ...
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04/16/2019
Inversion formula with hypergeometric polynomials and its application to an integral equation
For any complex parameters x and ν, we provide a new class of linear inv...
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04/11/2019
Higher aggregation of gNodeBs in Cloud-RAN architectures via parallel computing
In this paper, we address the virtualization and the centralization of r...
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04/11/2019
On the sojourn of an arbitrary customer in an M/M/1 Processor Sharing Queue
In this paper, we consider the number of both arrivals and departures se...
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04/11/2019