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Dr. Carlos Senna, researcher at Instituto de Telecomunicações (IT) in Aveiro, Portugal, received the Ph.D. degrees in Computer Science from the University of Campinas, Brazil in 2014. He is working in research related to ad-hoc and vehicular networking mechanisms and protocols, resource management, orchestration, and distributed AI for cloud/fog/edge based solutions. Over the last years he was involved in several research projects (Horizon Project: A New Horizon to The Internet, Support for Orchestration of Resilient and Reliable Services In the Fog (SORTS), and Europe - Brazil Collaboration of Big Data Scientific Research Through Cloud-Centric Applications (EUBRA BIGSEA)), S2MovingCity: Sensing and Serving a Moving City, P2020 SAICT- PAC/0011/2015, MobiWise: from Mobile Sensing to Mobility Advising, and 5G Mobilizer project "Components and services for 5G networks”. Currently, he is involved in projects such as, Efficient Information Centric Networks for IoT Infrastructure (InfoCent-IoT), SNOB5G, MH-SDVANET, and Aveiro STEAM City.
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Identification

Personal identification

Full name
Carlos Roberto Senna

Citation names

  • Senna, Carlos

Author identifiers

Ciência ID
3F13-362D-F77E
ORCID iD
0000-0002-6791-4291

Knowledge fields

  • Engineering and Technology - Electrotechnical Engineering, Electronics and Informatics - Telecommunications
Education
Degree Classification
2014/10/27
Concluded
 Doutorado em Ciência da Computação (Doutoramento)
Universidade Estadual de Campinas, Brazil
"CEO - Uma Infraestrutura para Orquestração de Workflows de Serviços em Ambientes Computacionais Híbridos" (THESIS/DISSERTATION)
 n/a
2007
Concluded
 Mestre em Ciência da Computação (Mestrado)
Universidade Estadual de Campinas, Brazil
"GPO - Um Middleware para Orquestração de Serviços em Grades Computacionais" (THESIS/DISSERTATION)
 n/a
Outputs

Publications

Book chapter
  1. Ferreira, Diogo; Senna, Carlos; Salvador, Paulo; Cortesão, Luís; Pires, Cristina; Pedro, Rui; Sargento, Susana. "Root Cause Analysis of Reduced Accessibility in 4G Networks". In Lecture Notes in Computer Science, 117-133. Springer International Publishing, 2020.
    10.1007/978-3-030-45778-5_9
Conference paper
  1. Renato Valente; Carlos Senna; Pedro Rito; Susana Sargento. "Federated Learning Framework to Decentralize Mobility Forecasting in Smart Cities". 2023.
    10.1109/noms56928.2023.10154456
  2. Marques, Monica; Senna, Carlos; Sargento, Susana. "Evaluation of Strategies for Emergency Message Dissemination in VANETs". Paper presented in 2020 IEEE Symposium on Computers and Communications (ISCC), Rennes, 2020.
    10.1109/iscc50000.2020.9219681
  3. Gameiro, Luis; Senna, Carlos; Luis, Miguel. "Context-Based Forwarding for Mobile ICNs". Paper presented in 2020 IEEE International Conference on Communications Workshops (ICC Workshops), Dublin, 2020.
    Published • 10.1109/iccworkshops49005.2020.9145144
  4. Ferreira, Diogo; Senna, Carlos; Sargento, Susana. "Distributed Real-time Forecasting Framework for IoT Network and Service Management". Paper presented in NOMS 2020 - 2020 IEEE/IFIP Network Operations and Management Symposium, Budapeste, 2020.
    Published • 10.1109/noms47738.2020.9110456
  5. João Branquinho; Senna, Carlos; André Zúquete. "SMART CROSSWALKS: A SAFE ALERT SYSTEM THAT MINIMIZES THE CONFRONTATION BETWEEN VEHICLES AND PEDESTRIANS". Paper presented in IADIS International Conference Connected Smart Cities 2019 (part of MCCSIS 2019), Porto, 2019.
    Published
  6. Senna, Carlos. "Using Reputation as a Coin to Bet on Information Items Distributed in a Smart City". 2019.
    10.1109/MOBISECSERV.2019.8686570
  7. Branquinho, J.; Senna, C.; Zúquete, A.. "Smart crosswalks: A safe alert system that minimizes the confrontation between vehicles and pedestrians". 2019.
  8. Senna, Carlos. "Content Distribution Optimization Algorithms in Vehicular Networks". 2018.
    10.1109/ISCC.2018.8538592
  9. Senna, Carlos. "Forwarding Strategies for Future Mobile Smart City Networks". 2018.
    10.1109/VTCSpring.2018.8417757
  10. Almeida, R.; Oliveira, R.; Sousa, D.; Luis, M.; Senna, C.; Sargento, S.. "A Multi-Technology Opportunistic Platform for Environmental Data Gathering on Smart Cities". 2018.
    10.1109/GLOCOMW.2017.8269110
  11. Rodrigo Almeida; Ruben Oliveira; Daniela Sousa; Miguel Luis; Carlos Senna; Susana Sargento. "A Multi-Technology Opportunistic Platform for Environmental Data Gathering on Smart Cities". 2017.
    10.1109/glocomw.2017.8269110
  12. Inacio, D.; Senna, C.; Sargento, S.. "Content distribution in vehicular networks through information filtering". 2017.
    10.1109/ISCC.2017.8024561
  13. Carlos R. Senna; Luiz F. Bittencourt; Edmundo R.M. Madeira. "An Emulator for Evaluating Resource Allocation and Performance in Clouds". 2014.
    10.1109/ucc.2014.91
  14. Senna, C.R.; Russi, L.G.C.; Madeira, E.R.M.. "An architecture for orchestrating Hadoop applications in hybrid cloud". 2014.
    10.1109/CCGrid.2014.46
  15. Senna, C.R.; Bittencourt, L.F.; Madeira, E.R.M.. "An emulator for evaluating resource allocation and performance in clouds". 2014.
    10.1109/UCC.2014.91
  16. Carlos R. Senna; Luiz F. Bittencourt; Edmundo R. M. Madeira. "Service workflow monitoring in private clouds: The user point of view". 2012.
    10.1109/latincloud.2012.6508153
  17. Carlos R. Senna; Milton A. Soares; Luiz F. Bittencourt; Edmundo R. M. Madeira. "An architecture for adaptation of virtual networks on clouds". 2011.
    10.1109/lanoms.2011.6102262
  18. Carlos R. Senna; Luiz F. Bittencourt; Edmundo R. M. Madeira. "An environment for evaluation and testing of service workflow schedulers in clouds". 2011.
    10.1109/hpcsim.2011.5999838
  19. Luiz F. Bittencourt; Carlos R. Senna; Edmundo R. M. Madeira. "Scheduling service workflows for cost optimization in hybrid clouds". 2010.
    10.1109/cnsm.2010.5691241
  20. Carlos R. Senna; Luiz F. Bittencourt; Edmundo R. M. Madeira. "Performance evaluation of virtual machines in a service-oriented Grid testbed". 2010.
    10.1109/hpcs.2010.5547151
  21. Bittencourt, L.F.; Senna, C.R.; Madeira, E.R.M.. "Enabling execution of service workflows in grid/cloud hybrid systems". 2010.
    10.1109/NOMSW.2010.5486553
  22. Senna, C.R.; Bittencourt, L.F.; Madeira, E.R.M.. "Execution of service workflows in grid environments". 2009.
    10.1109/TRIDENTCOM.2009.4976192
Journal article
  1. Gonçalo Marques; Carlos Senna; Susana Sargento; Luís Carvalho; Luís Pereira; Ricardo Matos. "Proactive resource management for cloud of services environments". Future Generation Computer Systems 150 (2024): 90-102. http://dx.doi.org/10.1016/j.future.2023.08.005.
    10.1016/j.future.2023.08.005
  2. Pedro Rito; Ana Almeida; Andreia Figueiredo; Christian Anjos Gomes; Pedro Veloso Teixeira; Rodrigo Rosmaninho; Rui Lopes; et al. "Aveiro Tech City Living Lab: A Communication, Sensing and Computing Platform for City Environments". IEEE Internet of Things Journal (2023): 1-1. http://dx.doi.org/10.1109/jiot.2023.3262627.
    10.1109/jiot.2023.3262627
  3. Renato Valente; Carlos Senna; Pedro Rito; Susana Sargento. "Embedded Federated Learning for VANET Environments". Applied Sciences (2023): https://www.mdpi.com/2076-3417/13/4/2329.
    10.3390/app13042329
  4. Ricardo Chaves; Carlos Senna; Miguel Luís; Susana Sargento; Ricardo Matos; Diogo Recharte. "Content distribution in a VANET using InterPlanetary file system". Wireless Networks (2023): http://dx.doi.org/10.1007/s11276-022-03096-5.
    10.1007/s11276-022-03096-5
  5. Luís Gameiro; Carlos Senna; M. Luis. "Insights from the Experimentation of Named Data Networks in Mobile Wireless Environments". Future Internet (2022): https://www.mdpi.com/1999-5903/14/7/196.
    10.3390/fi14070196
  6. "Forwarding in Energy-Constrained Wireless Information Centric Networks". Sensors 22 4 (2022): 1438-1438. http://dx.doi.org/10.3390/s22041438.
    10.3390/s22041438
  7. "Handling Producer and Consumer Mobility in IoT Publish-Subscribe Named Data Networks". (2021):
    10.1109/JIOT.2021.3069054
  8. Senna, Carlos. "A Forecasting Approach to Improve Control and Management for 5G Networks". IEEE Transactions on Network and Service Management (2021):
    10.1109/TNSM.2021.3056222
  9. "Prediction of low accessibility in 4G networks". Annals of Telecommunications (2021): 1-1. https://doi.org/10.1007/s12243-021-00849-9.
    10.1007/s12243-021-00849-9
  10. Senna, Carlos. "EmuCD: An Emulator for Content Dissemination Protocols in Vehicular Networks". Future Internet 12 12 (2020): 234-234. http://dx.doi.org/10.3390/fi12120234.
    10.3390/fi12120234
  11. Senna, Carlos. "ndnIoT-FC: IoT Devices as First-Class Traffic in Name Data Networks". Future Internet 12 11 (2020): 207-207. http://dx.doi.org/10.3390/fi12110207.
    10.3390/fi12110207
  12. Senna, Carlos. "An Efficient and Secure Alert System for VANETs to Improve Crosswalks' Security in Smart Cities". Sensors (2020): http://dx.doi.org/10.3390/s20092473.
    10.3390/s20092473
  13. Senna, Carlos. "Evaluation of Content Dissemination Strategies in Urban Vehicular Networks". Information (2020): https://www.mdpi.com/2078-2489/11/3/163.
    10.3390/info11030163
  14. Senna, Carlos. "When Backscatter Communication Meets Vehicular Networks: Boosting Crosswalk Awareness". IEEE Access (2020): http://dx.doi.org/10.1109/access.2020.2974214.
    10.1109/access.2020.2974214
  15. Senna, Carlos. "Assessing the reliability of fog computing for smart mobility applications in VANETs". Future Generation Computer Systems (2019):
    10.1016/j.future.2018.11.043
  16. Senna, Carlos. "A Multi-Technology Communication Platform for Urban Mobile Sensing". Sensors (2018): http://www.mdpi.com/1424-8220/18/4/1184.
    10.3390/s18041184
  17. Senna, Carlos. "Fog orchestration for the Internet of Everything: state-of-the-art and research challenges". Journal of Internet Services and Applications 9 1 (2018): 14-14. https://doi.org/10.1186/s13174-018-0086-3.
    10.1186/s13174-018-0086-3
  18. Senna, C.R.; Bittencourt, L.F.; Madeira, E.R.M.. "Execution of service workflows in grid environments". International Journal of Communication Networks and Distributed Systems 5 1-2 (2010): 88-108. http://www.scopus.com/inward/record.url?eid=2-s2.0-80052974748&partnerID=MN8TOARS.
    10.1504/IJCNDS.2010.033969

Other

Other output
  1. Bicriteria Service Scheduling with Dynamic Instantiation for Workflow Execution on Grids. 2009. Luiz F. Bittencourt; Carlos R. Senna; Edmundo R. M. Madeira. https://doi.org/10.1007%2F978-3-642-01671-4_17.
    10.1007/978-3-642-01671-4_17