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Oscar Mauricio Caicedo Rendon
Oscar Mauricio Caicedo Rendon
Other namesOscar Caicedo
University of Cauca - http://orcid.org/0000-0003-2223-947X
Verified email at unicauca.edu.co - Homepage
Title
Cited by
Cited by
Year
A Comprehensive Survey on Machine Learning for Networking: Evolution, Applications and Research Opportunities
R Boutaba, MA Salahuddin, N Limam, S Ayoub, N Shahriar, ...
Journal of Internet Services and Applications, 1-102, 2018
11242018
Machine Learning for Cognitive Network Management
S Ayoubi, N Limam, MA Salahuddin, N Shahriar, R Boutaba, ...
IEEE Computer Communications 56 (1), 158 - 165, 2018
2422018
Intelligent Routing based on Reinforcement Learning for Software-Defined Networking
D Casas-Velasco, C Oscar, N Fonseca
IEEE Transactions on Network and Service Management, 12, 2020
1062020
Deep Reinforcement Learning for Resource Management on Network Slicing: A Survey
J Hurtado, C Katherine, C Oscar
Sensors 22 (8), 32, 2022
66*2022
An adaptive scaling mechanism for managing performance variations in network functions virtualization: A case study in an nfv-based epc
CHT Arteaga, F Risso, OMC Rendon
2017 13th International Conference on Network and Service Management (CNSM), 1-7, 2017
522017
DRSIR: A deep reinforcement learning approach for routing in software-defined networking
DM Casas-Velasco, OMC Rendon, NLS da Fonseca
IEEE Transactions on Network and Service Management 19 (4), 4807-4820, 2021
462021
Architectures for web services access from mobile devices
OMC Rendon, FOM Pabón, MJG Vargas, JAH Guaca
Third Latin American Web Congress (LA-WEB'2005), 5 pp., 2005
39*2005
Scalability and Performance Analysis in 5G Core Network Slicing
C Tobar, A Ordonez, O Caicedo
IEEE Access 8, 142086 - 142100, 2020
30*2020
NELLY: Flow Detection Using Incremental Learning at the Server-Side of SDN-based Data Centers
F Estrada-Solano, O Caicedo, N Fonseca
IEEE Transactions on Industrial Informatics, 2019
292019
IPro: An Approach for Intelligent SDN Monitoring
E Castillo, L Granville, A Ordonez, O Caicedo
Elsevier Computer Networks, 18, 2020
262020
5G and beyond: past, present and future of the mobile communications
CA Gutierrez, O Caicedo, DU Campos-Delgado
IEEE Latin America Transactions 19 (10), 1702-1736, 2021
252021
An Approach Based on Fog Computing for Providing Reliability in IoT Data Collection: A Case Study in a Colombian Coffee Smart Farm
MM Ana, C Oscar
Applied Sciences 10 (24), 16, 2020
25*2020
A framework for SDN integrated management based on a CIM model and a vertical management plane
F Estrada-Solano, A Ordonez, LZ Granville, OMC Rendon
Computer Communications 102, 150-164, 2017
252017
Admission control for 5G core network slicing based on deep reinforcement learning
WF Villota-Jacome, OMC Rendon, NLS da Fonseca
IEEE Systems Journal 16 (3), 4686-4697, 2022
232022
IP traffic classification in NFV: A benchmarking of supervised Machine Learning algorithms
J Vergara-Reyes, MC Martinez-Ordonez, A Ordonez, OMC Rendon
2017 IEEE Colombian Conference on Communications and Computing (COLCOM), 1-6, 2017
232017
A Scaling Mechanism for an Evolved Packet Core based on Network Functions Virtualization
C Tobar, B Faiber, K Tobar, O Caicedo
IEEE Transactions on Network and Service Management, 12, 2019
20*2019
An Approach Based on Knowledge-Defined Networking for Identifying Heavy-Hitter Flows in Data Center Networks
A Duque-Torres, F Amezquita-Suárez, OM Caicedo Rendon, JA Ordóñez, ...
Applied Sciences 9 (22), 19, 2019
192019
An efficient mice flow routing algorithm for data centers based on software-defined networking
F Amezquita-Suarez, F Estrada-Solano, NLS da Fonseca, OMC Rendón
ICC 2019-2019 IEEE International Conference on Communications (ICC), 1-6, 2019
132019
A mashup-based approach for virtual SDN management
OMC Rendon, F Estrada-Solano, LZ Granville
2013 IEEE 37th Annual Computer Software and Applications Conference, 143-152, 2013
122013
Knowledge Discovery: Can it shed new light on threshold definition for heavy-hitter detection?
A Pekar, A Duque-Torres, S Winston, O Caicedo
Journal of Network and Systems Management 29, 30, 2021
112021
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Articles 1–20