Patrick Loiseau's Publications

Patrick Loiseau

Publications / Talks / Demos

PhD thesis

Contributions to the Analysis of Scaling Laws and Quality of Service in Networks: Experimental and Theoretical Aspects.

Patrick Loiseau

PhD thesis, École Normale Supérieure de Lyon (prepared within the INRIA team RESO, at LIP lab.)

Advisors: Paulo Gonçalves and Pascale Vicat-Blanc Primet

Committee: Christophe Diot, Daniel Kofman, Jean-Yves Le Boudec (reviewer), Rudolf Riedi (reviewer) and Philippe Robert (reviewer)
[abstract | thesis (pdf) | defense (pdf, in french) | bibtex]

Articles

Submitted
- On the Impact of Flow-Scale Correlations on Large-Scale Properties of Aggregate Network Traffic
  
  Patrick Loiseau, Paulo Gonçalves, Pascale Vicat-Blanc Primet
Articles in refereed journals
- Investigating self-similarity and heavy-tailed distributions on a large scale experimental facility
  
  Patrick Loiseau, Paulo Gonçalves, Guillaume Dewaele, Pierre Borgnat, Patrice Abry, Pascale Vicat-Blanc Primet
  
  Transactions on Networking, 2010, to appear
  [abstract | pdf | bibtex]
- Empirical mode decomposition to assess cardiovascular autonomic control in rats
  
  Edmundo Pereira de Souza Neto, Patrice Abry, Patrick Loiseau, Jean-Christophe Cejka, Marc-Antoine Custaud, Jean Frutoso, Claude Gharib, Patrick Flandrin
  
  Fundamental & Clinical Pharmacology, Volume 21, Issue 5, Page 481-496, October 2007
  [abstract | pdf | bibtex]
Conference papers
- Maximum Likelihood Estimation of the Flow Size Distribution Tail Index from Sampled Packet Data
  
  Patrick Loiseau, Paulo Gonçalves, Stéphane Girard, Florence Forbes, Pascale Vicat-Blanc Primet
  
  Sigmetrics/Performance 2009, June 2009, Seattle, WA, USA
  [abstract | pdf | bibtex]
- Metroflux: A high performance system for analyzing flow at very fine-grain
  
  Patrick Loiseau, Paulo Gonçalves, Romaric Guillier, Matthieu Imbert, Yuetsu Kodama, Pascale Vicat-Blanc Primet
  
  TridentCom 2009, April 2009, Washington DC, USA
  [abstract | pdf | bibtex]
- A comparative study of different heavy tail index estimators of the flow size from sampled data
  
  Patrick Loiseau, Paulo Gonçalves, Pascale Vicat-Blanc Primet
  
  MetroGrid workshop, GridNets-07, October 17-19 2007, Lyon, France
  [abstract | pdf | bibtex]
Research reports
- Impact of the Correlation between Flow Rates and Durations on the Large-Scale Properties of Aggregate Network Traffic
  
  Patrick Loiseau, Paulo Gonçalves, Pascale Vicat-Blanc Primet
  
  INRIA Research Report 7100, November 2009
  [abstract | pdf | bibtex]
- Investigating self-similarity and heavy tailed distributions on a large scale experimental facility
  
  Patrick Loiseau, Paulo Gonçalves, Guillaume Dewaele, Pierre Borgnat, Patrice Abry, Pascale Vicat-Blanc Primet
  
  INRIA Research Report 6472, March 2008
  [abstract | pdf | bibtex]
Workshop abstracts
- How TCP can kill Self-Similarity
  
  Patrick Loiseau, Paulo Gonçalves, Pascale Vicat-Blanc Primet
  
  Euro-NF workshop: Traffic Engineering and Dependability in the Network of the Future, VTT, Finland, September 2008
  [bibtex]
- Metroflux: A fully operational high speed metrology platform
  
  Patrick Loiseau, Paulo Gonçalves, Yuetsu Kodama, Pascale Vicat-Blanc Primet
  
  Euro-NF workshop: New trends in modeling, quantitative methods and measurements, In cooperation with Net-coop, THOMSON Paris Research Labs, France, September 2008
  [pdf | bibtex]
- Vérification du lien entre auto-similarité et distributions à queues lourdes sur un dispositif grande échelle
  
  Patrick Loiseau, Paulo Gonçalves, Guillaume Dewaele, Pierre Borgnat, Patrice Abry, Pascale Vicat-Blanc Primet
  
  9 ième Atelier en Evaluation de Performances, Aussois, France, June 2008
  [pdf (in french) | bibtex]

Talks

Large deviations and application to TCP performance

Invited speaker, INRIA Paris-Rocquencourt (RAP team), November 2009.
[http]
Maximum likelihood estimation of the flow size distribution tail index from sampled packet data

ACM Sigmetrics/Performance, Seattle, WA, USA, June 2009.
[pdf]
How TCP can kill Self-Similarity

Traffic Engineering and Dependability in the Network of the Future, Annual Euro-NF workshop IA 7.3, Septembre 22-23, 2008, VTT, Espoo, Finland
Investigating self-similarity and heavy-tailed distributions on a large-scale experimental facility

9 ième Atelier en Evaluation de Performances, Aussois, France, June 2008
[pdf]
Metrology platform: A first experimental study -- Investigating self-similarity and heavy tailed distributions from grid traffic

EC-GIN Meeting, March 2008, Beijing, China
A comparative study of different heavy tail index estimators of the flow size from sampled data

MetroGrid workshop, GridNets-07, October 17-19 2007, Lyon, France
[pdf]
A comparative study of different heavy tail estimator from sampled packet flows

EC-GIN Meeting, July 09-11 2007, Poros, Greece
[pdf]

Software demonstrations

Automated traffic measurements and analysis in Grid5000

Patrick Loiseau, Romaric Guillier, Oana Goga, Matthieu Imbert, Paulo Gonçalves, Pascale Vicat-Blanc Primet.

ACM Sigmetrics/Performance demonstration contest, Seattle, WA, USA, June 2009.
Best Student Demonstration Award
[pdf]

Student works

Complex wavelets for the analysis of scaling phenomena : Numerical and theoretical study of a wavelet-based estimation of the scaling parameters

Patrick Loiseau, Supervisors : P. Abry, P. Borgnat, P. Gonçalves

M.S. research work, Physics Lab., ENS Lyon, May-July 2006
[thesis in french (pdf) | presentation in french (pdf)]