Joberto S. B. Martins

Publication Activity (10 Years)

Years Active: 1987-2024
Publications (10 Years): 39

Top Topics

Reinforcement Learning

Eligibility Traces

Top Venues

IEEE Trans. Netw. Serv. Manag.

Publications

Rodrigo Moreira, Flávio de Oliveira Silva, Tereza Cristina Melo de Brito Carvalho, Joberto S. B. Martins
Intelligent Data-Driven Architectural Features Orchestration for Network Slicing. CoRR (2024)
Adnei W. Donatti, Sand Luz Corrêa, Joberto S. B. Martins, Antônio J. G. Abelém, Cristiano Bonato Both, Flávio de Oliveira Silva, José Augusto Suruagy Monteiro, Rafael Pasquini, Rodrigo Moreira, Kleber Vieira Cardoso, Tereza Cristina M. B. Carvalho
Survey on Machine Learning-Enabled Network Slicing: Covering the Entire Life Cycle. IEEE Trans. Netw. Serv. Manag. 21 (1) (2024)
Rodrigo Moreira, Joberto S. B. Martins, Tereza Cristina M. B. Carvalho, Flávio de Oliveira Silva
On Enhancing Network Slicing Life-Cycle Through an AI-Native Orchestration Architecture. AINA (2) (2023)
Joberto S. B. Martins, Tereza Cristina M. B. Carvalho, Rodrigo Moreira, Cristiano Both, Adnei W. Donatti, João Henrique G. M. Corrêa, José Augusto Suruagy Monteiro, Sand Luz Corrêa, Antônio J. G. Abelém, Moisés R. N. Ribeiro, José Marcos S. Nogueira, Luiz Claudio Schara Magalhães, Juliano Araujo Wickboldt, Tiago Ferreto, Ricardo C. de Mello, Rafael Pasquini, Marcos F. Schwarz, Leobino N. Sampaio, Daniel F. Macedo, José Ferreira de Rezende, Kleber Vieira Cardoso, Flávio O. Silva
Enhancing Network Slicing Architectures with Machine Learning, Security, Sustainability and Experimental Networks Integration. CoRR (2023)
Joberto S. B. Martins, Tereza Cristina M. B. Carvalho, Rodrigo Moreira, Cristiano Bonato Both, Adnei W. Donatti, João Henrique G. M. Corrêa, José A. S. Monteiro, Sand Luz Correa, Antônio J. G. Abelém, Moisés R. N. Ribeiro, José Marcos S. Nogueira, Luiz Claudio Schara Magalhães, Juliano Araujo Wickboldt, Tiago C. Ferreto, Ricardo C. de Mello, Rafael Pasquini, Marcos F. Schwarz, Leobino N. Sampaio, Daniel F. Macedo, José Ferreira de Rezende, Kleber Vieira Cardoso, Flávio Oliveira Silva
Enhancing Network Slicing Architectures With Machine Learning, Security, Sustainability and Experimental Networks Integration. IEEE Access 11 (2023)
Eduardo S. Xavier, Nazim Agoulmine, Joberto S. B. Martins
On Modeling Network Slicing Communication Resources with SARSA Optimization. CoRR (2023)
Amro M. Farid, Muhannad Alshareef, Parupkar Singh Badhesha, Chiara Boccaletti, Nélio Cacho, Claire-Isabelle Carlier, Amy Corriveau, Barry Liner, Joberto S. B. Martins, Farokh Rahimi, Rosaldo Rossetti, Wester C. H. Schoonenberg, Ashlynn Stillwell, Yinhai Wang
Smart City Drivers and Challenges in Urban-Mobility, Health-Care, and Interdependent Infrastructure Systems. CoRR (2022)
Flavio Galvao Calhau, Alysson Pezzutti, Joberto S. B. Martins
On Evaluating Power Loss with HATSGA Algorithm for Power Network Reconfiguration in the Smart Grid. CoRR (2022)
Rafael F. Reale, Joberto S. B. Martins
Reinforcement Learning Agent Design and Optimization with Bandwidth Allocation Model. CoRR (2022)
Rafael F. Reale, Joberto S. B. Martins
Reinforcement Learning Agent Design and Optimization with Bandwidth Allocation Model. CSCI (2022)
Carlos E. Arruda, Pedro F. Moraes, Nazim Agoulmine, Joberto S. B. Martins
Enhanced Pub/Sub Communications for Massive IoT Traffic with SARSA Reinforcement Learning. CoRR (2021)
Eliseu Silva Torres, Rafael F. Reale, Leobino N. Sampaio, Joberto S. B. Martins
A SDN/OpenFlow Framework for Dynamic Resource Allocation based on Bandwidth Allocation Model. CoRR (2021)
Rafael F. Reale, Walter da Costa Pinto Neto, Joberto S. B. Martins
BAMSim Simulator. CoRR (2021)
David S. Barreto, Rafael F. Reale, Joberto S. B. Martins
Modeling and Accomplishing the BEREC Network Neutrality Policy. CoRR (2021)
David S. Barreto, Rafael F. Reale, Joberto S. B. Martins
Modeling and accomplishing the BEREC network neutrality policy. Int. J. Netw. Manag. 31 (4) (2021)
Yanny Moscovits, Eliseu Torres, Joberto S. B. Martins
Managing IEC 61850 Message Exchange for SDN-Controlled Cognitive Communication Resource Allocation in the Smart Grid. CoRR (2020)
Carlos E. Arruda, Pedro F. Moraes, Nazim Agoulmine, Joberto S. B. Martins
Enhanced Pub/Sub Communications for Massive IoT Traffic with SARSA Reinforcement Learning. MLN (2020)
Eliseu M. Oliveira, Rafael F. Reale, Joberto S. B. Martins
A Methodological Approach to Model CBR-based Systems. CoRR (2020)
Flavio G. Calhau, Joberto S. B. Martins
A Electric Network Reconfiguration Strategy with Case-Based Reasoning for the Smart Grid. BRACIS (2019)
Flavio G. Calhau, Joberto S. B. Martins
A Electric Network Reconfiguration Strategy with Case-Based Reasoning for the Smart Grid. CoRR (2019)
Emanuel E. Bessa, Joberto S. B. Martins
A Blockchain-based Educational Record Repository. CoRR (2019)
Eliseu M. Oliveira, Rafael Freitas Reale, Joberto S. B. Martins
Cognitive Management of Bandwidth Allocation Models with Case-Based Reasoning - Evidences Towards Dynamic BAM Reconfiguration. CoRR (2019)
Pedro F. Moraes, Joberto S. B. Martins
A Pub/Sub SDN-Integrated Framework for IoT Traffic Orchestration. CoRR (2019)
Rafael F. Reale, Romildo M. S. Bezerra, Gilvan M. Durães, Alexandre C. Fontinele, André C. B. Soares, Joberto S. B. Martins
Evaluating the Applicability of Bandwidth Allocation Models for EON Slot Allocation. CoRR (2019)
Rafael F. Reale, Walter da Costa Pinto Neto, Joberto S. B. Martins
AllocTC-Sharing: A New Bandwidth Allocation Model for DS-TE Networks. CoRR (2019)
Pedro F. Moraes, Joberto S. B. Martins
A Pub/Sub SDN-Integrated Framework for IoT Traffic Orchestration. ICFNDS (2019)
Romildo M. S. Bezerra, Flavia M. S. Nascimento, Joberto S. B. Martins
On Computational Infraestruture Requirements to Smart and Autonomic Cities Framework. CoRR (2018)
Eliseu M. Oliveira, Rafael Freitas, Joberto S. B. Martins
Evaluating CBR Similarity Functions for BAM Switching in Networks with Dynamic Traffic Profile. CoRR (2018)
Eliseu M. Oliveira, Rafael Freitas Reale, Joberto S. B. Martins
Cognitive Management of Bandwidth Allocation Models with Case-Based Reasoning - Evidences Towards Dynamic BAM Reconfiguration. ISCC (2018)
Joberto S. B. Martins
Towards Smart City Innovation Under the Perspective of Software-Defined Networking, Artificial Intelligence and Big Data. CoRR (2018)
Maxli Campos, Joberto S. B. Martins
A SDN-based Flexible System for On-the-Fly Monitoring and Treatment of Security Events. CoRR (2018)
Eliseu Torres, Rafael F. Reale, Leobino Sampaio, Joberto S. B. Martins
BAMSDN: Uma Ferramenta para a Exploração Dinâmica e Flexível de Recursos Baseada em Modelo de Alocação de Banda e SDN/OpenFlow. SBRC Companion (2018)
Pedro F. Moraes, Rafael F. Reale, Joberto S. B. Martins
A Publish/Subscribe QoS-aware Framework for Massive IoT Traffic Orchestration. CoRR (2018)
Eonassis O. Santos, Joberto S. B. Martins
Distribution Power Network Reconfiguration in the Smart Grid. CoRR (2018)
Rafael Freitas Reale, Romildo Martins da Silva Bezerra, Joberto S. B. Martins
G-BAM: A Generalized Bandwidth Allocation Model for IP/MPLS/DS-TE Networks. CoRR (2018)
Rafael Freitas Reale, Romildo Martins da Silva Bezerra, Joberto S. B. Martins
Applying Autonomy with Bandwidth Allocation Models. CoRR (2018)
Gilvan M. Durães, Alexandre C. Fontinele, André C. B. Soares, Rafael F. Reale, Romildo M. S. Bezerra, Joberto S. B. Martins
Evaluating the applicability of bandwidth allocation models for EON slot allocation. ANTS (2017)
David S. Barreto, Rafael Freitas Reale, Joberto S. B. Martins
Neutralidade de Rede com Modelos de Alocação de banda e Comportamentos G-BAM - Análise de Compatibilidade. SBRC (2017)
Rafael Freitas Reale, Romildo Martins da Silva Bezerra, Joberto S. B. Martins
Applying autonomy with bandwidth allocation models. Int. J. Commun. Syst. 29 (13) (2016)
Thiago S. Hohlenweger, Marcelo M. Pinheiro, Adriano L. Spínola, Igor L. E. Macêdo, Joberto S. B. Martins, Raphael A. Dourado, José Augusto Suruagy Monteiro
An iRODS-based distributed and federated data repository for a Multi-CMF Network for Experimentation. LANOMS (2015)
Romildo M. S. Bezerra, Flavia M. S. Nascimento, Joberto S. B. Martins
On computational infraestruture requirements to smart and autonomic cities framework. ISC2 (2015)
Marcos Portnoi, Joberto S. B. Martins
TARVOS - an Event-Based Simulator for Performance Analysis, Supporting MPLS, RSVP-TE, and Fast Recovery. CoRR (2014)
Marcelo M. Pinheiro, Igor L. E. Macêdo, Igor L. O. Souza, Thiago S. Hohlenweger, Paulo R. R. Leite, Adriano L. Spínola, Herbert Monteiro, Raphael A. Dourado, Leobino Nascimento Sampaio, José Augusto Suruagy Monteiro, Joberto S. B. Martins
An Instrumentation and Measurement Architecture Supporting Multiple Control Monitoring Frameworks. TRIDENTCOM (2012)
Joao Paulo Lamartin, Joberto S. B. Martins
AntBeePath: A Hybrid Bio-Inspired Algorithm for Path Determination. AAAI Fall Symposium: Human Control of Bioinspired Swarms (2012)
Rafael F. Reale, Walter da Costa Pinto Neto, Joberto S. B. Martins
AllocTC-sharing: A new bandwidth allocation model for DS-TE networks. LANOMS (2011)
Walter da Costa Pinto Neto, Joberto S. B. Martins
Adapt-RDM - A bandwidth management algorithm suitable for DiffServ services aware traffic engineering. NOMS (2008)
Joberto S. B. Martins, Teresinha Quadros
An Integrated Pedagogical Approach for Distance Learning Courses: Curriculum, ICT and Management. Education for the 21st Century (2006)
Anton Knierzinger, Marijke Hezemans, Paul Nicholson, Joberto S. B. Martins, Ricardo Azambuja Silveira
Real Life Learning: The Challenge of Creating and Establishing the Role of Online and Virtual Learning Environments for All. Information and Communication Technologies and Real-Life Learning (2004)
Joberto S. B. Martins, Teresinha Quadros
Experiences and Practices in Modeling Distance Learning Curricula for Capillary Approaches and Limited ICT Resource Scenarios. Information and Communication Technologies and Real-Life Learning (2004)
A. L. Lage, Joberto S. B. Martins, J. Oliveira, W. Cunha
A Quality of Service Framework for Tele-Medicine Applications. WebMedia/LA-WEB (2004)
John Hughes, Andrew D. McGettrick, Ellen Francine Barbosa, Jens Kaasbøll, Vinícius Medina Kern, Ana Paula Lüdtke Ferreira, Esselina Macome, Joberto S. B. Martins, Clara Amélia de Oliveira, Alfonso Ignacio Orth, R. Sadananda, Elaine da Silva, Romero Tori
Directions and Challenges in Informatics Education. Informatics Curricula and Teaching Methods (2002)
Joberto S. B. Martins, Gérard L. M. Noguez
A Unix distributed application support suitable for mini and microcomputer based systems. Microprocess. Microprogramming 21 (1-5) (1987)