???global.info.a_carregar???
Identification

Personal identification

Full name
Nelson Gomes Rodrigues Antunes

Citation names

  • Antunes, Nelson

Author identifiers

Ciência ID
A31E-F40A-C819
ORCID iD
0000-0001-6071-1099
Education
Degree Classification
2014
Concluded
 Aggregation in Mathematics (Título de Agregado)
Major in Statistics and Stochastic Processes
Universidade de Lisboa Instituto Superior Técnico, Portugal
"Stochastic Modelling in Communication Networks" (THESIS/DISSERTATION)
 Aproved
2001
Concluded
 PhD in Mathematics (Doutoramento)
Universidade de Lisboa Instituto Superior Técnico, Portugal
"Modeling and Analysis of Wireless Networks" (THESIS/DISSERTATION)
 Approved
1997
Concluded
 M.S. in Electrical Engineering and Computer Engineering (Mestrado)
Universidade de Lisboa Instituto Superior Técnico, Portugal
"Traffic Management Mechanisms for an ATM Switch" (THESIS/DISSERTATION)
 Approved
Affiliation

Science

Category
Host institution 		Employer
2002/01/02 - Current Researcher (Research) Universidade de Lisboa Centro de Matemática Computacional e Estocástica, Portugal
2016/09/01 - 2017/06/30 Visiting Researcher (Research) University of North Carolina at Chapel Hill, United States
2009/01/01 - 2010/08/31 Visiting Researcher (Research) Inria Centre de Recherche de Paris, France
2003/09/01 - 2005/02/28 Postdoc (Research) Inria Centre de Recherche de Paris, France

Teaching in Higher Education

Category
Host institution 		Employer
2002/01/29 - 2014/05/08 Assistant Professor (University Teacher) Universidade do Algarve, Portugal
1997/01/01 - 2002/01/28 Assistant (University Teacher) Universidade do Algarve, Portugal

Others

Category
Host institution 		Employer
2014/05/09 - Current Assistant Professor with Aggregation Universidade do Algarve, Portugal
Projects

Contract

Designation Funders
2019/01/01 - 2019/12/31 Centro de Matemática Computacional e Estocástica
UID/Multi/04621/2019
FCiênciasID Associação para a Investigação e Desenvolvimento de Ciências, Portugal

Associação do Instituto Superior Técnico para a Investigação e Desenvolvimento, Portugal

Universidade de Lisboa Instituto Superior Técnico, Portugal
Fundação para a Ciência e a Tecnologia
Concluded
2011/01/01 - 2013/12/31 Projecto Estratégico - UI 822 - 2011-2012
PEst-OE/MAT/UI0822/2011
Associação do Instituto Superior Técnico para a Investigação e Desenvolvimento, Portugal

Universidade de Lisboa Instituto Superior Técnico, Portugal

Universidade Nova Centro de Matemática e Aplicações, Portugal
Fundação para a Ciência e a Tecnologia
Concluded
2011/01/03 - 2013/06/30 AWARE2, Traffic analysis, modelling and measurements for the management of the future Internet
PTDC/EIA-EIA/115988/2009
Researcher
Associação do Instituto Superior Técnico para a Investigação e Desenvolvimento, Portugal
Concluded
2006/12/01 - 2008/05/31 Euro-FGI, Design and Engineering of the Next Generation Internet, Towards Convergent Multi- Service Networks
Euro-FGI
Researcher
2005/01/01 - 2008/03/31 Medição, Modelação e Análise Estatística de Tráfego Internet
POSC/EIA/60061/2004
Universidade de Lisboa Instituto Superior Técnico, Portugal

Instituto de Telecomunicações Lisboa, Portugal
Fundação para a Ciência e a Tecnologia
Concluded
2005/01/01 - 2006/12/31 IntM2S: Internet Traffic Measurements, Modeling and Statistical Analysis
POSC/EIA/60061/2004
Researcher
2003/12/03 - 2006/11/30 Euro-NGI, Design and Engineering of the Next Generation Internet, Towards Convergent Multi- Service Networks
Euro-NGI
2002/02/10 - 2004/06/30 PERMNET: Traffic Modeling and Performance Evaluation of Multiservice Networks
POSI/42069/ CPS/2001
2001/01/01 - 2002/07/31 SCALE: Statistical Characterization of Telecommunications Traffic
POSI/34826/CPS/2000,
Researcher
1999/03/01 - 2001/05/31 PROBLOG: Probabilistic Methods in Logic of Reactive Systems
PRAXIS/P/MAT/10002/1998
Researcher
Outputs

Publications

Book chapter
  1. Antunes, Nelson. "Induced Edge Samplings and Triangle Count Distributions in Large Networks". 2020.
    10.1007/978-3-030-36683-4_17
Conference paper
  1. Antunes, N.; Bhamidi, S.; Pipiras, V.. "Learning Attribute Distributions Through Random Walks". 2023.
    10.1007/978-3-031-21131-7_2
  2. Antunes, N.; Pipiras, V.; Jacinto, G.. "Regularized inversion of flow size distribution". 2019.
    10.1109/INFOCOM.2019.8737406
  3. Antunes, N.; Pipiras, V.; Veitch, D.. "Skampling for the Flow Duration Distribution". 2017.
    10.23919/ITC.2017.8064340
  4. Antunes, N.; Jacinto, G.; Pacheco, A.; Wichelhaus, C.. "Estimation of the traffic intensity in a piecewise-stationary Mt/Gt/1 queue with probing". 2016.
    10.1145/3003977.3003979
  5. Antunes, N.; Pipiras, V.. "Sampling and censoring in estimation of flow distributions". 2015.
    10.1109/ICC.2015.7249257
  6. Antunes, N.; Jacinto, G.; Pacheco, A.. "Probing a M/G/1 queue with general input and service times". 2014.
    10.1145/2567529.2567540
  7. Antunes, N.; Pipiras, V.. "Estimation of flow distributions tails from sampled traffic". 2012.
    10.1109/SSP.2012.6319825
  8. Antunes, N.; Fricker, C.; Robert, P.; Roberts, J.. "GATE-driven dynamic wavelength and bandwidth allocation for WDM EPONs". 2010.
    10.1109/GLOCOM.2010.5683190
  9. Antunes, N.; Fricker, C.; Robert, P.; Roberts, J.. "Traffic capacity of large WDM passive optical networks". 2010.
    10.1109/ITC.2010.5608742
  10. Antunes, N.; Jacinto, G.; Pacheco, A.. "An analytical framework to infer multihop path reliability in MANETs". 2010.
    10.1145/1811099.1811076
  11. Antunes, N.; Nunes, C.; Pacheco, A.. "Sojourn time of elastic flows under perturbation of unresponsive traffic". 2006.
    10.1109/NGI.2006.1678223
  12. Jacinto, Gonçalo; Pacheco, António; Antunes, Nelson; Braumann, Infante, P. C. A.; Oliveira, Alpízar-Jara, R. M. M.; Rosado, F.. "Avaliação de medidas de controlo de redes de telecomunicações sem fios". Paper presented in XXI Congresso da Sociedade Portuguesa de Estatística, Évora, 2005.
    Published
  13. Jacinto, Gonçalo; Pacheco, António; Antunes, Nelson. "Modelo Adaptativo de Partilha de Largura de Banda em Cenário de Auto-estrada". Paper presented in XX Congresso da Sociedade Portuguesa de Estatística, Faro, 2004.
    Published
Journal article
  1. Antunes, N.; Banerjee, S.; Bhamidi, S.; Pipiras, V.. "Learning attribute and homophily measures through random walks". Applied Network Science 8 1 (2023): http://www.scopus.com/inward/record.url?eid=2-s2.0-85163771665&partnerID=MN8TOARS.
    10.1007/s41109-023-00558-3
  2. Antunes, N.; Jacinto, G.; Pacheco, A.. "Statistical inference in queueing networks with probing information". Queueing Systems 100 3-4 (2022): 493-495. http://www.scopus.com/inward/record.url?eid=2-s2.0-85131166198&partnerID=MN8TOARS.
    10.1007/s11134-022-09841-z
  3. "Sampling Methods and Estimation of Triangle Count Distributions in Large Networks". Network Science (2021): 1–23-1–23.
    10.1017/nws.2021.2
  4. "Sampling-based Estimation of In-degree Distribution with Applications to Directed Complex Networks". Journal of Computational and Graphical Statistics (2021): https://doi.org/10.1080/10618600.2021.1873143.
    10.1080/10618600.2021.1873143
  5. Antunes, N.; Pipiras, V.; Abry, P.; Veitch, D.. "Small and large scale behavior of moments of Poisson cluster processes". ESAIM - Probability and Statistics 21 (2017): 369-393. http://www.scopus.com/inward/record.url?eid=2-s2.0-85038568474&partnerID=MN8TOARS.
    10.1051/ps/2017018
  6. Antunes, Nelson. "Estimation of Flow Distributions from Sampled Traffic". ACM Trans. Model. Perform. Eval. Comput. Syst. 1 3 (2016): 11:1-11:28. http://doi.acm.org/10.1145/2891106.
    10.1145/2891106
  7. Antunes, N.; Jacinto, G.; Pacheco, A.. "Hop count distributions of the furthest and nearest distance routing protocols in mobile ad hoc networks". SIAM Journal on Applied Mathematics 75 2 (2015): 335-349. http://www.scopus.com/inward/record.url?eid=2-s2.0-84928986643&partnerID=MN8TOARS.
    10.1137/130941791
  8. Antunes, N.; Pipiras, V.. "Inverting flow durations from sampled traffic". Final Program - 2012 24th International Teletraffic Congress, ITC 24 (2012): 49-56. http://www.scopus.com/inward/record.url?eid=2-s2.0-84869455561&partnerID=MN8TOARS.
  9. Antunes, N.; Fricker, C.; Roberts, J.. "Stability of multi-server polling system with server limits". Queueing Systems 68 3 (2011): 229-235. http://www.scopus.com/inward/record.url?eid=2-s2.0-80052068779&partnerID=MN8TOARS.
    10.1007/s11134-011-9254-x
  10. Antunes, N.; Pipiras, V.. "Probabilistic sampling of finite renewal processes". Bernoulli 17 4 (2011): 1285-1326. http://www.scopus.com/inward/record.url?eid=2-s2.0-81455142020&partnerID=MN8TOARS.
    10.3150/10-BEJ321
  11. Antunes, N.; Fricker, C.; Robert, P.; Tibi, D.. "Stochastic networks with multiple stable points". Annals of Probability 36 1 (2008): 255-278. http://www.scopus.com/inward/record.url?eid=2-s2.0-51949097137&partnerID=MN8TOARS.
    10.1214/009117907000000105
  12. Antunes, N.; Jacinto, G.; Pacheco, A.. "On the minimum hop count and connectivity in one-dimensional ad hoc wireless networks". Telecommunication Systems 39 2 (2008): 137-143. http://www.scopus.com/inward/record.url?eid=2-s2.0-51849091487&partnerID=MN8TOARS.
    10.1007/s11235-008-9118-9
  13. Antunes, N.; Fricker, C.; Robert, P.; Tibi, D.. "Analysis of loss networks with routing". Annals of Applied Probability 16 4 (2006): 2007-2026. http://www.scopus.com/inward/record.url?eid=2-s2.0-33846878691&partnerID=MN8TOARS.
    10.1214/105051606000000466
  14. Antunes, N.; Robert, P.; Fricker, C.; Tibi, D.. "Metastability of CDMA cellular systems". Proceedings of the Annual International Conference on Mobile Computing and Networking, MOBICOM 2006 (2006): 206-214. http://www.scopus.com/inward/record.url?eid=2-s2.0-33751051196&partnerID=MN8TOARS.
  15. Antunes, N.; Fricker, C.; Guillemin, F.; Robert, P.. "Perturbation analysis of a variable M/M/1 queue: A probabilistic approach". Advances in Applied Probability 38 1 (2006): 263-283. http://www.scopus.com/inward/record.url?eid=2-s2.0-33646087199&partnerID=MN8TOARS.
    10.1239/aap/1143936150
  16. Antunes, N.; Nunes, C.; Pacheco, A.. "Functionals of Markovian branching D-BMAPs". Stochastic Models 21 2-3 (2005): 261-278. http://www.scopus.com/inward/record.url?eid=2-s2.0-27944478910&partnerID=MN8TOARS.
    10.1081/STM-200058311
  17. Ben Azzouna, N.; Guillemin, F.; Poisson, S.; Robert, P.; Fricker, C.; Antunes, N.. "Inverting sampled ADSL traffic". IEEE International Conference on Communications 1 (2005): 1-5. http://www.scopus.com/inward/record.url?eid=2-s2.0-24344433953&partnerID=MN8TOARS.
  18. Antunes, N.; Fricker, C.; Guillemin, F.; Robert, Ph.. "Integration of streaming services and TCP data transmission in the Internet". Performance Evaluation 62 1-4 (2005): 263-277. http://www.scopus.com/inward/record.url?eid=2-s2.0-24144452857&partnerID=MN8TOARS.
    10.1016/j.peva.2005.07.006
  19. Antunes, N.; Pacheco, A.; Rocha, R.. "A Markov renewal based model for wireless networks". Queueing Systems 40 3 (2002): 247-281. http://www.scopus.com/inward/record.url?eid=2-s2.0-0036285807&partnerID=MN8TOARS.
    10.1023/A:1014759412902
  20. Antunes, N.; Pacheco, A.; Rocha, R.. "An integrated traffic model for multimedia wireless networks". Computer Networks 38 1 (2002): 25-41. http://www.scopus.com/inward/record.url?eid=2-s2.0-0037107715&partnerID=MN8TOARS.
    10.1016/S1389-1286(01)00238-9

Other

Other output
  1. Sampling-based Estimation of In-degree Distribution with Applications to Directed Complex Networks. 2018. Antunes, Nelson.
  2. SAMPLING-BASED ESTIMATION OF IN-DEGREE DISTRIBUTION WITH APPLICATIONS TO DIRECTED COMPLEX NETWORKS. 2018. Antunes, N.; Bhamidi, S.; Guo, T.; Pipiras, V.; Wang, B.. http://www.scopus.com/inward/record.url?eid=2-s2.0-85169958537&partnerID=MN8TOARS.
    10.48550/arxiv.1810.01300
  3. Nearest Neighbor Connectivity in Two-Dimensional Multihop MANETs. 2014. Gonçalo Jacinto; Nelson Antunes; António Pacheco. https://doi.org/10.1007%2F978-3-319-05323-3_8.
    10.1007/978-3-319-05323-3_8
  4. Modelling the Duration of Multihop Paths in Mobile Ad Hoc Networks. 2012. Gonçalo Jacinto; Nelson Antunes; António Pacheco. https://doi.org/10.1007%2F978-3-642-32419-2_25.
    10.1007/978-3-642-32419-2_25