ECODE Project Publications

Papers

• W. Du, Y. Liao, N. Tao, P. Geurts, X. Fu, G. Leduc, Rating Network Paths for Locality-Aware Overlay Construction and Routing, to appear in: IEEE/ACM Transactions on Networking.
• Y. Liao, W. Du, P. Geurts, G. Leduc, DMFSGD: A Decentralized Matrix Factorization Algorithm for Network Distance Prediction, IEEE/ACM Transactions on Networking, 21 (5), 1511-1524, 2013.
• Y. Liao, W. Du, P. Geurts and G. Leduc, Decentralized Prediction of End-to-End Network Performance Classes, Proc. of ACM Co-Next 2011, Tokyo, Japan, 6-9 December 2011, ACM Press.
• W. Tavernier, D. Papadimitriou, D. Colle, M. Pickavet, and P. Demeester, Automated Learning of Loop-Free Alternate Paths for Fast Re-Routing Δ, Proc. of 3rd International Worskhop on Reliable Networks Design and Modeling (RNDM) 2011, Budapest, Hungary, 5-7 October 2011. Best paper award RNDM 2011.
• P. Casas, J. Mazel, P. Owezarski, MINETRAC: Mining Flows for Unsupervised Analysis & Semi-Supervised Classification, in proceedings of the 23 International Teletraffic Congress (ITC), San Francisco, September 2011.
• P. Casas, J. Mazel, P. Owezarski, On the Use of Sub-Space Clustering and Evidence Accumulation for Traffic Analysis and Classification, 2nd International Workshop on TRaffic Analysis and Classification (TRAC 2011), Istanbul, Turkey, 5-8 July, 2011.
• P. Casas, J. Mazel, P. Owezarski, Knowledge-Independent Traffic Monitoring: Unsupervised Detection of Network Attacks, to appear in IEEE Network, special issue on Network traffic monitoring and analysis, 2nd issue, 2012.
• J. Mazel, P. Casas, Y. Labit, P. Owezarski, Sub-Space Clustering, Inter-Clustering Results Association & Anomaly Correlation for Unsupervised Network Anomaly Detection, 7th International Conference on Network and Service Management, Paris, France, 2011.
• P. Casas, J. Mazel, P. Owezarski, UNADA: Unsupervised Network Anomaly Detection using Sub-Space Outliers Ranking, IFIP Networking conference, Valencia, Spain, 9-23 May 2011.
• J. Mazel, P. Casas, P. Owezarski, Sub-Space Clustering and Evidence Accumulation for Unsupervised Network Anomaly Detection, 3rd international workshop on Traffic Monitoring and Analysis (TMA’2011), LNCS 6613, pp 15-28, Wien, Austria, 27 April 2011.
• P. Casas, J. Mazel, P. Owezarski, Steps towards autonomous network security: unsupervised detection of network attacks, 4th IFIP International Conference on New Technologies, Mobility and Security (NTMS’2011), Paris, France, 7-10 February 2011.
• J. Mazel, P. Casas, Y. Labit, P. Owezarski, Détection non supervisée d’anomalies du trafic, Colloque Francophone d'Ingénierie des Protocoles (CFIP'2011), Sainte Maxime, France, May 2011.
• F. Cantin, G. Leduc, Finding Routing Shortcuts using an Internet Coordinate System, in: Proc. of Fifth International Workshop on Self-Organizing Systems (IWSoS), 23-24 Feb. 2011, Karlsruhe, Germany, LNCS, Springer.
• G. Das, D. Papadimitriou, B. Puype, D. Colle, M. Pickavet, P. Demeester, SRLG Identification from Time Series Analysis of Link State Data, Proceedings of the Third International Conference on COMmunication Systems and NETworkS (COMSNETS), Bangalore, India, 4-8 January 2011.
• P. Mérindol, B. Donnet, O. Bonaventure, J. J. Pansiot. "On the Impact of Layer-2 on Node Degree Distribution", Proc. USENIX Internet Measurement Conference (IMC), November 2010. Melbourne, Australia.
• W. Tavernier, D. Papadimitriou, D. Colle, M. Pickavet, and P. Demeester, Using AR(I)MA-GARCH models for improving the IP routing table updates, Proc. of 2nd International Worskhop on Reliable Networks Design and Modeling (RNDM) 2010, Moscow, Russia, 18-20 October 2010. Best paper award.
• G. Das, D. Papadimitriou, W. Tavernier, D. Colle, T. Dhaene, M. Pickavet, and P. Demeester, Link State Protocol data mining for shared risk link group detection, Proc. of 19th International Conference on Computer Communications and Networks (ICCCN 2010), Zurich, Switzerland, 2-5 August 2010.
• A. Krifa, I. Lassoued, and C. Barakat, Emulation Platform for Network Wide Traffic Sampling and Monitoring, Proc. of 1st International Workshop on TRaffic Analysis and Classification (TRAC), Caen, France, June 2010.
• P. Owezarski, J. Mazel, and Y. Labit, 0day anomaly detection made possible thanks to machine learning, Invited paper at the 8th international conference on Wired/Wireless Internet Communications (WWIC'2010), Lulea, Sweden, 1-3 June 2010.
• J. Mazel, P. Owezarski, and Y. Labit, 0day anomaly detection through machine learning, Proc. of the French conference on Security of Network Architectures and Information Systems (SARSSI'2010), Menton, France, 18-21 May 2010
• Y. Liao, P. Geurts and G. Leduc, Network Distance Prediction Based on Decentralized Matrix Factorization, Proc. of IFIP Networking 2010, Chennai, India, 11-13 May 2010, Springer LNCS 6091, pp. 15-26. Best paper award.
• L.A. Grieco, and C. Barakat, A Frequency Domain Model to Predict the Estimation Accuracy of Packet Sampling, Proc. of IEEE INFOCOM 2010 MiniConference, San Diego (CA), USA, March 2010.
• D. Brauckhoff, K. Salamatian, and M. May, A Signal Processing View on Packet Sampling and Anomaly Detection, Proc. of IEEE INFOCOM 2010, San Diego (CA), USA, March 2010.
• D. Brauckhoff, X. Dimitropoulos, A. Wagner, and K. Salamatian, Anomaly extraction in backbone networks using association rules, Proc. of ACM Internet Measurement Conference (IMC), Chicago (IL), USA, November 2009.
• L.A. Grieco, and C. Barakat, An Analysis of Packet Sampling in the Frequency Domain, Proc. of ACM Internet Measurement Conference (IMC), Chicago (IL), USA, November 2009.
• W. Tavernier, D. Papadimitriou, D. Colle, M. Pickavet, and P. Demeester, Optimizing the IP router update process with traffic-driven updates, Design of Reliable Communication Networks (DRCN) 2009, Washington D.C., USA, 25-28 October 2009.
• F. Cantin, G. Leduc, and B. Gueye, Transformation non linéaire des distances : une solution au problème des violations d'inégalités triangulaires dans les systèmes de coordonnées ?, Proc. of CFIP 2009, Strasbourg, France, 12-15 October 2009.
• N. Osipova, U. Ayesta, and K. Avrachenkov, Optimal Policy for Multi-Class Scheduling in a Single Server Queue, Proc. of 21st International Teletraffic Congress (ITC-21), Paris, France, 15-17 September 2009.
• Y. Liao, G. Leduc, Triangle Inequality Violation Avoidance in Internet Coordinate Systems, Poster at Trilogy Future Internet Summer School, Louvain-la-Neuve, Belgium, Aug. 24-28, 2009.
• M.A. Kaafar, F. Cantin, B. Gueye, and G. Leduc, Detecting Triangular Inequality Violations in Internet Coordinate Systems, Proc. of International Workshop on the Network of the Future, Dresden, Germany, 18 Jun. 2009, associated with IEEE ICC 2009, IEEE press.
• J. Nariño-Mendoza, B. Donnet, and P. Dupont, A Comparative Study of Path Performance Metrics Predictors Δ, Advances in Learning for Networking, ACM Workshop in conjunction with SIGMETRICS/Performance 2009, Seattle, USA, June 15, 2009.
• D. Saucez, B. Donnet, and O. Bonaventure, On the Impact of Clustering on Measurement Reduction, Proc. of IFIP/TC6 Networking 2009, Aachen, Germany, 12-14 May 2009.
• M. Jaber, and C. Barakat, Enhancing Application Identification By Means Of Sequential Testing, Proc. of IFIP/TC6 Networking 2009, Aachen, Germany, 12-14 May 2009.
• K. Ramah, K. Salamatian, and F. Kamoun, Work in Progress: Scan Surveillance in Internet Networks, Proc. of IFIP/TC6 Networking 2009, Aachen, Germany, 12-14 May 2009.
• Y. Liao, M.A. Kaafar, B. Gueye, F. Cantin, P. Geurts, and G. Leduc, Detecting Triangular Inequality Violations in Internet Coordinate Systems by Supervised Learning (WIP), Proc. of IFIP/TC6 Networking 2009, 12-14 May 2009, Aachen, Germany, LNCS 5550, pp. 352-363, Springer.
• D. Brauckhoff, K. Salamatian, and M. May, Applying PCA for Traffic Anomaly Detection: Problems and Solutions, Proc. of IEEE INFOCOM 2009 MiniConference, Rio de Janeiro, Brazil, April 2009.
• F. Cantin, B. Gueye, M.A. Kaafar, and G. Leduc, Overlay Routing using Coordinate Systems, Poster at ACM Co-Next 2008, Madrid, Spain, ACM Press.

Presentations and Talks

• Presentation Material from ECODE Review Meeting Dec.2010 Δ
• 8th Würzburg Workshop on IP (Euroview 2008): Joint EuroNF, ITC, and ITG Workshop on "Visions of Future Generation Networks" (Würzburg, Germany) - July 21-22, 2008.

• Future Internet Cluster Meeting co-located with the 17th ICT Mobile Summit 2008 (Stockholm, Sweden) - June 11, 2008.

• 1st Japan EU Symposium on the "New Generation Network" and the "Future Internet" (Brussels, Belgium) - June 9-10, 2008.

• SAC-FIRE Workshop (Turin, Italy) - March 4-5, 2008

Standard Contributions

IETF documents

• draft-akonjang-alto-proxidor-00, O.Akonjang, A.Feldmann, S.Previdi, B.Davie, D.Saucez, Work in progress.
• draft-ietf-grow-rss-00.txt, Routing System Stability, D.Papadimitriou and J.Lowe, Work in progress.

IRTF documents

• Open Research Issues in Internet Congestion Control, D.Papadimitriou (Ed.), M.Welzl, M.Scharf, and B.Briscoe, Work in progress (approved by IRSG).
• Learning Capable Communication Network (LCCN) Problem Statement, W.Tavernier, D.Papadimitriou, and D.Colle, Work in progress.