Oscar M. Caicedo

Orcid: 0000-0003-2223-947X

According to our database1, Oscar M. Caicedo authored at least 48 papers between 2005 and 2024.

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Bibliography

2024
On the feasibility of using an autonomic control loop and automated planning for tenant-oriented reconfiguration of network slices.
Expert Syst. Appl., March, 2024

2023
Series Editorial: Network Softwarization and Management.
IEEE Commun. Mag., November, 2023

2022
DRSIR: A Deep Reinforcement Learning Approach for Routing in Software-Defined Networking.
IEEE Trans. Netw. Serv. Manag., December, 2022

Admission Control for 5G Core Network Slicing Based on Deep Reinforcement Learning.
IEEE Syst. J., 2022

Deep Reinforcement Learning for Resource Management on Network Slicing: A Survey.
Sensors, 2022

Model-Based Reinforcement Learning with Automated Planning for Network Management.
Sensors, 2022

Special issue on selected papers from the IEEE Latin America on Communications (LATINCOM).
Photonic Netw. Commun., 2022

Towards threshold-agnostic heavy-hitter classification.
Int. J. Netw. Manag., 2022

Series Editorial: Network Softwarization and Management.
IEEE Commun. Mag., 2022

Reliability provisioning for Fog Nodes in Smart Farming IoT-Fog-Cloud continuum.
Comput. Electron. Agric., 2022

2021
Intelligent Routing Based on Reinforcement Learning for Software-Defined Networking.
IEEE Trans. Netw. Serv. Manag., 2021

A Semantic and Knowledge-Based Approach for Handover Management.
Sensors, 2021

NORA: An Approach for Transforming Network Management Policies into Automated Planning Problems.
Sensors, 2021

In-Network Neural Networks: Challenges and Opportunities for Innovation.
IEEE Netw., 2021

Knowledge Discovery: Can It Shed New Light on Threshold Definition for Heavy-Hitter Detection?
J. Netw. Syst. Manag., 2021

An approach based on Yet Another Next Generation for software-defined networking management.
Int. J. Commun. Syst., 2021

Global Communications Newsletter.
IEEE Commun. Mag., 2021

Admission Control and Resource Allocation in 5G Network Slicing.
Proceedings of the Companion Proceedings of the 39th Brazilian Symposium on Computer Networks and Distributed Systems, 2021

Routing based on Reinforcement Learning for Software-Defined Networking.
Proceedings of the Companion Proceedings of the 39th Brazilian Symposium on Computer Networks and Distributed Systems, 2021

2020
A Scaling Mechanism for an Evolved Packet Core Based on Network Functions Virtualization.
IEEE Trans. Netw. Serv. Manag., 2020

NELLY: Flow Detection Using Incremental Learning at the Server Side of SDN-Based Data Centers.
IEEE Trans. Ind. Informatics, 2020

IPro: An approach for intelligent SDN monitoring.
Comput. Networks, 2020

Scalability and Performance Analysis in 5G Core Network Slicing.
IEEE Access, 2020

2019
μvIMS: A Finer-Scalable Architecture Based on Microservices.
Proceedings of the 2019 IEEE 44th LCN Symposium on Emerging Topics in Networking (LCN Symposium), 2019

Heavy-Hitter Flow Identification in Data Centre Networks Using Packet Size Distribution and Template Matching.
Proceedings of the 44th IEEE Conference on Local Computer Networks, 2019

An Efficient Mice Flow Routing Algorithm for Data Centers Based on Software-Defined Networking.
Proceedings of the 2019 IEEE International Conference on Communications, 2019

Delay Estimation in Fogs Based on Software-Defined Networking.
Proceedings of the 2019 IEEE Global Communications Conference, 2019

2018
A comprehensive survey on machine learning for networking: evolution, applications and research opportunities.
J. Internet Serv. Appl., 2018

A new environmental monitoring system for silkworm incubators.
F1000Research, 2018

Machine Learning for Cognitive Network Management.
IEEE Commun. Mag., 2018

On the Feasibility of Using Hierarchical Task Networks and Network Functions Virtualization for Managing Software-Defined Networks.
IEEE Access, 2018

2017
A framework for SDN integrated management based on a CIM model and a vertical management plane.
Comput. Commun., 2017

SDN management based on Hierarchical Task Network and Network Functions Virtualization.
Proceedings of the 2017 IEEE Symposium on Computers and Communications, 2017

An adaptive scaling mechanism for managing performance variations in network functions virtualization: A case study in an NFV-based EPC.
Proceedings of the 13th International Conference on Network and Service Management, 2017

A Reuse-Based Approach to Promote the Adoption of Visualizations for Network Management Tasks.
Proceedings of the 31st IEEE International Conference on Advanced Information Networking and Applications, 2017

2016
Rich dynamic mashments: An approach for network management based on mashups and situation management.
Comput. Networks, 2016

QoS aware schedulers for multi-users on OFDMA downlink: Optimal and heuristic.
Proceedings of the 8th IEEE Latin-American Conference on Communications, 2016

Improving productivity and reducing cost through the use of visualizations for SDN management.
Proceedings of the IEEE Symposium on Computers and Communication, 2016

Ontology based monitoring and error detection in converged telecommunication processes.
Proceedings of the 8th Euro American Conference on Telematics and Information Systems, 2016

2015
An effective approach for network management based on situation management and mashups.
PhD thesis, 2015

Towards automated composition of convergent services: A survey.
Comput. Commun., 2015

App2net: A platform to transfer and configure applications on programmable virtual networks.
Proceedings of the 2015 IEEE Symposium on Computers and Communication, 2015

An Architecture for Self-Reconfiguration of Convergent Telecom Processes.
Proceedings of the 7th IEEE/ACM International Workshop on Principles of Engineering Service-Oriented and Cloud Systems, 2015

2014
Monitoring Virtual Nodes using mashups.
Comput. Networks, 2014

An Approach to Overcome the Complexity of Network Management Situations by Mashments.
Proceedings of the 28th IEEE International Conference on Advanced Information Networking and Applications, 2014

2013
A mashup ecosystem for network management situations.
Proceedings of the 2013 IEEE Global Communications Conference, 2013

A Mashup-Based Approach for Virtual SDN Management.
Proceedings of the 37th Annual IEEE Computer Software and Applications Conference, 2013

2005
Architectures for Web Services Access from Mobile Devices.
Proceedings of the Third Latin American Web Congress (LA-Web 2005), 1 October, 2005


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