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 Journal paper International conference Invited talks and Tutorial Books and Translation

Journal paper (reviewed)

  1. V.Caela-Espanol, P.Barlet-Ros, A.Bifet, K.Fukuda. "A streaming flow-based technique for traffic classification applied to 12+1 years of Internet", Journal of Telecommunication Systems, pp.191-204, vol.63, Springer, 2016.

  2. S.Mongkolluksamee, V.Visoottiviseth, K.Fukuda. "Combining Communication Patterns and Traffic Patterns to Enhance Mobile Traffic Identification Performance", Journal of Information Processing, pp.247--254, vol.24, no.2, IPSJ, 2016 (extended version of COMPSAC'15 paper).

  3. J.Mazel, P.Casas, R.Fontugne, K.Fukuda, P.Owezarski. "Hunting Attacks in the Dark: Clustering and Correlation Analysis for Unsupervised Anomaly Detection", International Journal of Network Management, pp.283-305, vol.25, issue 5, Wiley, 2015.

  4. S.Urushidani, S.Abe, K.Yamanaka, K.Aida, S.Yokoyama, H.Yamada, M.Nakamura, K.Fukuda, M.Koibuchi, S.Yamada. "New Directions for a Japanese Academic Backbone Network", Invited paper, IEICE Transactions on Information and Systems, pp.546--556, vol.E98-D, no.3, IEICE, 2015.

  5. H.Asai, K.Fukuda, P.Abry, P.Borgnat, H.Esaki. "Network Application Profiling with Traffic Causality Graphs", International Journal of Network Management, pp.289--303, vol.24,no.4, Wiley, 2014.

  6. K.Limthong, K.Fukuda, Y.Ji, S.Yamada. "Unsupervised learning model for real-time anomaly detection in computer networks", IEICE Transactions on Information and Systems, pp.2084-2094, vol.E97-D, no.8, IEICE, 2014.

  7. S.Urushidani, M.Aoki, K.Fukuda, S.Abe, M.Nakamura, M.Koibuchi, Y.Ji, and S.Yamada. "Highly available network design and resource management of SINET4", Telecommunication Systems Journal, p.33-47, vol.56, no.1, Springer, 2014.

  8. Y.Himura, K.Fukuda, K.Cho, P.Abry, P.Borgnat, H.Esaki. "Synoptic Graphlet: Bridging the Gap between Supervised and Unsupervised Profiling of Host-level Network Traffic", IEEE/ACM Transactions on Networking, pp.1284--1297, vol.21, no.4, IEEE/ACM, 2013.

  9. K.Mizutani, T.Mano, O.Akashi, K.Fukuda. "MARIF: Multiple Queries Look-up Architecture Using Range Information Feedback in a DHT Network", IEICE Transactions on Communications, pp.1680-1690, vol.E96-B, no.7, IEICE, 2013.

  10. Y.Kanda, R.Fontugne, K.Fukuda, T.Sugawara. "ADMIRE: Anomaly Detection Method Using Entropy-based PCA with Three-step Sketches", Computer Communications, Elsevier, pp.575-588, vol.36, no.5, Mar., 2013.

  11. R.Fontugune, K.Fukuda. "A Hough-transform-based Anomaly Detector with an Adaptive Time Interval", ACM Applied Computing Review, pp.41--51, vol.11, no.3, ACM, 2011 (extended version of SAC2011 paper).

  12. R.Fontugne, T.Hirotsu, K.Fukuda. "A Visualization Tool for Exploring Multi-scale Network Traffic Anomalies", Journal of Networks, pp.577--586, vol.6, no.4, Academy Publisher, 2011 (extended version of SPECTS2009 paper).

  13. Y.Himura, K.Fukuda, P.Abry, K.Cho, and H.Esaki. "Characterizations of Host-based Traffic with Multi-Scale Gamma Model", IEICE Transactions on Communications, pp.3048-3057, vol.E93-B, No.11, IEICE, 2010.

  14. S.Urushidani, K.Fukuda, M.Koibuchi, M.Nakamura, S.Abe, Y.Ji, M.Aoki and S.Yamada. "Dynamic Resource Allocation and QoS Control Capabilities of the Japanese Academic Backbone Network", Future Internet, vol.2, no.3, pp.295-307, 2010.

  15. T.Sugawara, K.Fukuda, T.Hirotsu, S.Sato, O.Akashi, and S.Kurihara. "Fluctuated Peer Selection Policy and its Performance in Large-Scale Multi-agent Systems", International Journal of Web Intelligence and Agent Systems, pp.255-268, vol.8, no.3, IOS Press, 2010.

  16. Y.Himura, K.Fukuda, K.Cho, H.Esaki. "An Evaluation of Automatic Parameter Tuning of a Statistics-based Anomaly Detection Algorithm", International Journal of Network Management, pp.295-316, vol.20, no.5, Wiley, 2010.

  17. G.Dewaele, Y.Himura, P.Borgnat, K.Fukuda, P.Abry, O.Michel, R.Fontugne, K.Cho, H.Esaki. "Unsupervised host behavior classification from connection patterns", International Journal of Network Management, pp.317-337, vol.20, no.5, Wiley, 2010.

  18. R.Fontugne, Y.Himura, K.Fukuda. "Evaluation of Anomaly Detection Method based on Pattern Recognition", IEICE Transactions on Communications, pp.328-335, vol.E93-B, No.2, IEICE, 2010.

  19. S.Urushidani, S.Abe, Y.Ji, K.Fukuda, M.Koibuchi, M.Nakamura, S.Yamada, K.Shimizu, R.Hayashi, I.Inoue, K.Shiomoto. "Design of Versatile Academic Infrastructure for Multilayer Network Services", IEEE Journal on Selected Areas in Communications, Special Issue on Network Infrastructure Configuration, pp.253--267, vol.27, no.3, 2009.

  20. Jumpot Phuritatkul, Kien Nguyen, Michihiro Koibuchi, Yusheng Ji, Kensuke Fukuda, Shunji Abe, Jun Matsukata, Shigeo Urushidani, Shigeki Yamada. "Impact of QoS Operations on an Experimental Testbed Network", Simulation Modeling Practice and Theory, pp.528-537, vol.17, Elsevier, 2009.

  21. O.Akashi, K.Fukuda,T.Hirotsu, T.Sugawara. "Policy-based BGP-control Architecture for inter-AS Routing Adjustment", International Journal of Computer Communications, pp.2996-3002, vol.31, issue 13, Elsevier, 2008.

  22. S.Urushidani, S.Abe, K.Fukuda, J.Matsukata, Y.Ji, M.Koibuchi, S.Yamada. "Architectural Design of Next-generation Science Information Network", IEICE Transactions on Communications, pp.1061--1070, vol.E-90-B, No.5, IEICE, 2007.

  23. K.Fukuda, K.Cho, H.Esaki. "The Impact of Residential Broadband Traffic on Japanese ISP Backbones", Computer Communication Review, vol.35, no.1, pp.15--22, ACM, 2005.

  24. S.Shimizu, K.Fukuda, K.Murakami, S.Goto. "Traffic matrix estimation using spike flow detection", IEICE Transaction on Communications, vol.E88-B, no.4, pp.1484--1492, IEICE, 2005.

  25. K.Fukuda, M.Takayasu, H.Takayasu. "A Cause of Self-similarity in TCP Traffic", International Journal of Communication Systems, vol.18, no.6, pp.603-617, John Wily \& Sons, 2005.

  26. K.Fukuda, H.E.Stanley, L.A.N. Amaral. "Heuristic Segmentation of a Nonstationary Time Series", Physical Review E，pp.021108(1-12)，vol.69，no.2，2004.

  27. K.Fukuda, H.E.Stanley, L.A.N. Amaral. "Similarities between communication dynamics in the Internet and autonomic nervous system", EuroPhysics Letters, pp.189-195, vol.62，2003.

  28. K.Fukuda，H.Takayasu，M. Takayasu. "Origin of Critical Behavior in Ethernet Traffic", Physica A, pp.289-301，vol.287, 2000.

  29. M.Takayasu, K.Fukuda，H.Takayasu. "Dynamic Phase Transition Observed in the Internet Traffic Flow", Physica A, pp.248-260, vol.277, 2000

  30. M.Takayasu, K.Fukuda, H.Takayasu. "Application of Statistical Physics to Internet Traffic", Physica A, pp.140-148, vol.274, 1999.

  31. K.Fukuda, M.Takayasu, H.Takayasu. "Observation of Phase Transition Phenomena in Internet Traffic", Advances in Performance Analysis, pp.21-44, vol.2, no.1, 1999.

  32. K.Fukuda, M.Takayasu, H.Takayasu. "Spatial and Temporal Behavior of Congestion in the Internet", Fractals, pp.23-31, vol.7, no.1, 1999.

International conference paper (reviewed)

  1. T.Kurimoto, S.Urushidani, H.Yamada, K.Yamanaka, M.Nakamura, S.Abe, K.Fukuda, M.Koibuchi, Y.Ji, H.Takakura, S.Yamada. "A Fully-Meshed Backbone Network for Data-Intensive Sciences and SDN Services", Proceedings of International Conference on Ubiquitous and Future Networks (ICFUN2016)), pp.909--911, Vienna, Austria, July 2016

  2. R.Fontugne, J.Mazel, K.Fukuda. "Characterizing Roles and Spatio-Temporal Relations of C\&C Servers in Large-Scale Networks", Proceedings of WTMC2016, pp.12-23, Xian, China, Jun, 2016

  3. J.Mazel, R.Fontugne, K.Fukuda. "Identifying Coordination of Network Scans Using Probed Address Structure", Proceedings of TMA 2016, p.8, Louvain La Neuve, Belgium, Apr, 2016

  4. J.Frecon, R.Fontugne, G.Didier, N.Pustelnik, K.Fukuda, P.Abry. "Non-Linear Regression for Bivariate Self-Similarity Identification - Application to anomaly detection in Internet traffic based on a joint scaling analysis of packet and byte counts", Proceedings of IEEE ICASSP 2016, pp.4184-4188, Shanghai, China, Mar, 2016

  5. K.Limthong, K.Fukuda, Y.Ji, S.Yamada. "Weighting technique on multi-timeline for machine learning-based anomaly detection system", Proceedings of IEEE ICCCS 2015, pp.1-6, Mauritius, Dec 4-5, 2015

  6. K.Fukuda and J.Heidemann. "Detecting Malicious Activity with DNS Backscatter", Proceedings of ACM IMC 2015, pp.197-210, Tokyo, Japan, Oct 28-30, 2015.

  7. K.Fukuda, H.Asai, and K.Nagami. "Tracking the Evolution and Diversity in Network Usage of Smartphones", Proceedings of ACM IMC 2015, pp.253-266, Tokyo, Japan, Oct 28-30, 2015.

  8. S.Mongkolluksamee, V.Visoottiviseth, K.Fukuda. "Enhancing the Performance of Mobile Traffic Identification with Communication Patterns", Proceedings of IEEE COMPSAC 2015, p.336-345, Taichung, Taiwan, Jul.1-5, 2015.

  9. R.Fontugne, P.Abry, K.Fukuda, P.Borgnat, J.Mazel, H.Wendt, D.Veitch. "Random Projection and Multiscale Wavelet Leader-based Anomaly Detection and Address Identification in Internet Traffic", Proceedings of IEEE ICASSP 2015, pp.5530-5534, Brisbane, Australia, Apr.19-24, 2015.

  10. R.Fontugne, J.Mazel, K.Fukuda. "An Empirical Mixture Model for Large-Scale RTT Measurement", Proceedings of IEEE INFOCOM 2015, pp.2470-2478, Hong Kong, China, Apr.26-30, 2015.

  11. J.Chen, R.Fontugne, A.Kato, K.Fukuda. "Clustering Spam Campaigns with Fuzzy Clustering", Proceedings of AINTEC 2014, pp.66-73, Chiang Mai, Thailand, Nov 26-28, 2014.

  12. J.Liu, K.Fukuda. "Towards a taxonomy of darknet traffic", Proceedings of IEEE TRAC 2014, p.37-43, Cyprus, Aug 4-8, 2014.

  13. J.Mazel, R.Fontugne, K.Fukuda. "A Taxonomy of Anomalies in Backbone Network Traffic", Proceedings of IEEE TRAC 2014, p.30-36, Cyprus, Aug 4-8, 2014.

  14. S.Kobayashi, K.Fukuda, H.Esaki. "Towards an NLP-based log template generation algorithm for system log analysis", Proceedings of CFI 2014, p.6, Tokyo, Jun 19-20, 2014.

  15. K.Fukuda, S.Sato, T.Mitamura. "Towards Evaluation of DNS Server Selection with Geodesic Distance", Proceedings of IEEE/IFIP NOMS 2014, p.8, Krakow, Poland, May 5-9, 2014.

  16. R.Fontugne, J.Mazel, K.Fukuda. "Hashdoop: A MapReduce Framework for Network Anomaly Detection", Proceedings of International Workshop on Security and Privacy in Big Data (BigSecurity2014), pp.494-499 Toronto, Canada, May, 2014.

  17. J.T.Araujo, R.Landa, R.G.Clegg, G.Pavlou, K.Fukuda. "A longitudinal analysis of Internet rate liminations", Proceedings of IEEE INFOCOM 2014, pp.1438-1446 Toronto, Canada, May, 2014.

  18. J.Mazel, R.Fontugne, and K.Fukuda. "Visual Comparison of Network Anomaly Detectors with Chord Diagrams", Proceedings of ACM SAC2014, pp.473-480, Gyeongju, Korea, Mar.24-28, 2014.

  19. Y.Kazato, K.Fukuda, T.Sugawara. "Towards classification of DNS erroneous queries", Proceedings of AINTEC 2013, pp.25-32, Chiang Mai, Thailand, Nov 13-15, 2013.

  20. R. Chitpranee, K.Fukuda. "Towards Passive DNS Software Fingerprinting", Proceedings of AINTEC 2013, pp.9-16, Chiang Mai, Thailand, Nov 13-15, 2013.

  21. K.Suksomboon, S.Tarnoi, Y.Ji,M.Koibuchi, K.Fukuda, S.Abe, M.Nakamura, M.Aoki, S.Urushidani, S.Yamada. "PopCache: Cache More or Less Based on Content Popularity for Information-Centric Networking", Proceedings of IEEE LCN, p.236-243, Sydney, Australia, Oct 21-24, 2013.

  22. Y.Won, R.Fontugne, K.Cho, H.Esaki, K.Fukuda. "Nine Years of Observing Traffic Anomalies: Trending Analysis in Backbone Networks", Proceedings of IEEE/IFIP IM2013 mini-conference, p.6, Ghent, Belgium, May 27-31, 2013.

  23. H.Asai, K.Fukuda, H.Esaki. "Social Benchmarking of QoS \& QoE in Cellular Data Networks", Proceedings of IEEE CQR Workshop, p.8, Marco Island, FL, May 14-16, 2013.

  24. K.Fukuda, S.Sato, T.Mitamura. "A Technique for Counting DNSSEC Validators", Proceedings of IEEE INFOCOM2013 mini-conference, pp.80-84, Turin, Italy, Apr 14-19, 2013.

  25. R.Fontugne, J.Ortiz, N.Tremblay, P.Borgnat, P.Flandrin, K.Fukuda, D.Culler, H.Esaki. "Strip, Bind, and Search: A Method for Identifying Abnormal Energy Consumption in Buildings", Proceedings of ACM/IEEE IPSN2013, p.129-140, Philadelphia, PA, Apr 8-11, 2013.

  26. Y.Mishima, K.Fukuda, H.Esaki. "An analysis of players and bots behaviors in MMORPG", Proceedings of IEEE AINA 2013, p.870-876, Barcelona, Spain, Mar 25-28, 2013.

  27. K.Fukuda, K.Nagami. "A Measurement of Mobile Traffic Offloading", Proceedings of PAM2013, pp.73-82, Hong Kong, China, Mar 18-19, 2013.

  28. K.Mizutani, T.Mano, O.Akashi, K.Fukuda. "Efficient Query Bundling Mechanism in a DHT Network", Proceedings of IEEE GLOBECOM 2012, pp.2695-2700, Anaheim, CA, Dec. 3-7, 2012.

  29. J.Mazel, R.Fontugne, H.Esaki, K.Fukuda. "Improving an SVD-based combination strategy of anomaly detectors for traffic labeling", Proceedings of AINTEC 2012, pp.69-76, Bangkok, Thailand, Nov. 14-16, 2012.

  30. K.Suksomboon, Y.Ji, M.Koibuchi, K.Fukuda, S.Abe, M.Nakamura, M.Aoki, S.Urushidani, S.Yamada. "On Incentive-based Inter-Domain Caching for Content Delivery in Future Internet Architectures", Proceedings of AINTEC 2012, pp.1-8, Bangkok, Thailand, Nov.14-16, 2012.

  31. S.Mongkolluksamee, K.Fukuda, P.Pongpaibool. "Counting NATed Hosts by Observing TCP/IP Field Behavior", Proceedings of IEEE ICC 2012, pp.1265-1270, Ottawa, Canada, Jun.10-15, 2012.

  32. T.Sugawara, K.Fukuda, T.Hirotsu and S.Kurihara. "Effect of Alternative Distributed Task Allocation Strategy Based on Local Observations in Contract Net Protocol", Principles and Practice of Multi-Agent Systems, LNAI 7057, pp.99-104, Springer, Feb., 2012.

  33. R.Fontugne, Y.Won, K.Cho, K.Fukuda. "Disasters seen through Flickr cameras", Proceedings of CoNEXT Special Workshop on the Internet and Disasters (WoID), p.10, Tokyo, Japan, Dec.6, 2011.

  34. K.Fukuda, S.Abe, M.Aoki, Y.Ji, M.Koibuchi, M.Nakamura, S.Yamada, S.Urushidani. "Impact of Tohoku Earthquake on R\&E Network in Japan", Proceedings of CoNEXT Special Workshop on the Internet and Disasters (WoID), p.6, Tokyo, Japan, Dec.6, 2011.

  35. Joao Taveira Araujo and K.Fukuda. "MALAWI: Aggregated longitudinal analysis of the MAWI dataset", Proceedings of CoNEXT Student workshop, p.2, Tokyo, Japan, Dec.6, 2011 (Best Poster Finalist).

  36. K.Fukuda, S.Sato, H.Mitamura. "Preliminary Evaluation of Potential Impact of Failure in DNSSEC Validation", Proceedings of Workshop on DNS Health \& Security (DNS-EASY2011), p.12, Rome, Italy, Oct.18-20, 2011.

  37. H.Asai, K.Fukuda, H.Esaki. "Traffic Causality Graphs: Profiling Network Applications through Temporal and Spatial Causality of Flows", Proceedings of International Teletraffic Congress (ITC) 2011, p.8, San Francisco, CA, Sep.6-8, 2011.

  38. K.Fukuda. "On the use of weighted syslog time series for anomaly detection", Proceedings of IEEE/IFIP IM 2011 mini-conference, p.6, Dublin, Ireland, May.24, 2011.

  39. K.Fukuda. "An Analysis of Longitudinal TCP passive Measurements", Proceedings of TMA 2011, pp.29-36, Vienna, Austria, Apr.27, 2011.

  40. R.Fontugne, K.Fukuda. "A Hough-transform-based Anomaly Detector with an Adaptive Time Interval", Proceedings of ACM SAC 2011, pp.471-477, TaiChung, Taiwan, Mar.21-24, 2011.

  41. M.Ohta, Y.Kanda, K.Fukuda, T.Sugawara. "Analysis of Spoofed IP Traffic Using Time-to-Live and Identification Fields in IP Headers", Proceedings of Symposium on Frontiers in Networking with Applications (FINA2011), p.355-261, Singapore, Mar.22-25, 2011.

  42. R.Fontugne, P.Borgnat, P.Abry and K.Fukuda. "MAWILab: Combining Diverse Anomaly Detectors for Automated Anomaly Labeling and Performance Benchmarking", Proceedings of ACM CoNEXT 2010, p.12, Philadelphia, PA, Nov.30-Dec.3, 2010.

  43. Y.Kanda, K.Fukuda and T.Sugawara. "An Evaluation of Anomaly Detection Based on Sketch and PCA", Proceedings of IEEE GLOBECOM 2010, p.5, Miami, Florida, Dec. 6-9, 2010.

  44. K.Fukuda. "Difficulties of Identifying Application Type in Backbone Traffic", Proceedings of IEEE/IFIP International Conference on Network and Service Management (CNSM 2010), p.4, Niagara Falls, Canada, Oct.25-29, 2010.

  45. T.Hirotsu, K.Fukuda, H.Abe, S.Kurihara, O.Akashi, and T.Sugawara. "Dynamic and Distributed Routing Control for Virtualized Local Area Networks", Proceedings of IEEE International Conference on Local Computer Networks (LCN 2010), pp.216-219, Denver, CO, Oct. 11-14, 2010.

  46. S. Pukkawanna and K.Fukuda. "Combining Sketch and Wavelet Models for Anomaly Detection", Proceedings of IEEE International Conference on Intelligent Computer Communications and Processing (ICCP 2010), p.313--319, Cluj-Napoca, Romania, Aug.26-28, 2010.

  47. K.Fukuda and R.Fontugne. "Estimating Speed of Scanning Activities with a Hough Transform", Proceedings of IEEE ICC 2010, p.5, Capetown, South Africa, May 19-23, 2010.

  48. Y.Kanda, K.Fukuda, and T.Sugawara. "A Flow Analysis For Mining Traffic Anomalies", Proceedings of IEEE ICC 2010, p.5, Capetown, South Africa, May 19-23, 2010.

  49. K.K.Limthong, P.Watanapongse, K.Fukuda. "A Wavelet-Based Anomaly Detection for Outbound Network Traffic", Proceedings of 8th Asia-Pacific Symposium on Information and Telecommunication Technology (APSITT2010), p.6, Kuching Malaysia, Jun. 15-18, 2010.

  50. K.Fukuda, T.Hirotsu, O.Akashi, T.Sugawara. "A PCA analysis of daily unwanted traffic", Proceedings of IEEE AINA 2010, pp.377-384, Perth, Australia, Apr. 20-23, 2010.

  51. A.Terauchi, O.Akashi, K.Fukuda. "IM-DB: Information Retrieval System for Interactive Network-Status Analysis", Proceedings of IEEE/IFIP NOMS 2010, p.922-925, Osaka, Japan, Apr. 19-23, 2010.

  52. S.Urushidani, M.Aoki, M.Nakamura, M.Koibuchi, K.Fukuda, Y.Ji, S.Abe, S.Yamada. "Expansion of bandwidth-on-demand capabilities in Japanese academic backbone network", Proceedings of IFIP/IEEE International Workshop on Bandwidth on Demand and Federation Economics,

    pp.169-172, Osaka, Japan, Apr.19-23, 2010.

  53. R.Fontugne, P.Borgnat, P.Abry, K.Fukuda. "Uncovering Relations between Traffic Classifiers and Anomaly Detectors via Graph Theory", Proceedings of International workshop on Traffic Measurement and Analysis (TMA), pp.101-114, Zurich, Swiss, Apr.6, 2010.

  54. R.Fontugne, P.Borgnat, P.Abry, K.Fukuda. "Towards Systematic Traffic Annotation", Proceedings of ACM CoNEXT student workshop, p.2, Rome, Italy, Dec.2, 2009

  55. C.Issariyapat, K.Fukuda. "Anomaly Detection in IP Networks with Principal Component Analysis", Proceedings of International Symposium on Communication and Information Technology (ISCIT 2009), p.8, Incheon, Korea, Sep.28-30, 2009.

  56. S.Sato, K.Fukuda, T.Hirotsu, S.Kurihara, T.Sugawara. "Estimating relevance of items on basis of proximity of user groups on blogspace", Proceedings of IEEE/WIC/ACM International Conference on Web Intelligence, pp.157-165, Milan, Italy, Sep.15-18, 2009.

  57. R.Fontugne, T.Hirotsu, K.Fukuda. "A Visualization Tool for Exploring Multi-scale Network Traffic Anomalies", Proceedings of SPECTS 2009, pp.274-281, Istanbul, Turkey, Jul.17-20, 2009.

  58. P.Borgnat, G.Dewaele, K.Fukuda, P.Abry, K.Cho. "Seven Years and One Day: Sketching the Evolution of Internet Traffic", Proceedings of IEEE INFOCOM2009, p.711-719, Rio de Janeiro, Brazil, Apr.19-25, 2009.

  59. Y.Himura, K.Fukuda, K.Cho, H.Esaki. "An Automatic and Dynamic Parameter Tuning of a Statistics-based Anomaly Detection Algorithm", Proceedings of IEEE International Conference on Communication (ICC2009) CISS, p.6, Dresden, Germany, Jun. 14-18, 2009.

  60. S.Urushidani, K.Shimizu, R.Hayashi, H.Tanuma, K.Fukuda, Y.Ji, M.Koibuchi, M.Nakamura, S.Yamada, I.Inoue, K.Shiomoto. "Implementation and Evaluation of Layer-1 Bandwidth-on-Demand Capabilities in SINET3", Proceedings of IEEE International Conference on Communication (ICC2009) ONS, p.6, Dresden, Germany, Jun. 14-18, 2009.

  61. Y.Himura, K.Fukuda, K.Cho, H.Esaki. "Quantifying Host-based Application Traffic with Multi-Scale Gamma Model", PAM 2009 Student Workshop, p.2, Seoul, Korea, Apr.1, 2009.

  62. R.Fontugne, Y.Himura, K.Fukuda. "Anomaly Detection Method based on Pattern Recognition", PAM 2009 Student Workshop, p.2, Seoul, Korea, Apr.1, 2009.

  63. S.Nomoto, K.Fukuda, M.Uehara, H.Mori. "A Visualization of Internet AS Topology with Valley-free Rules", Proceedings of International Conference on Complex, Intelligent and Software Intensive Systems (CISIS 2009), pp.279-286, Fukuoka, Japan, Mar.16-19, 2009.

  64. K.Cho, K.Fukuda, H.Esaki, A.Kato. "Observing Slow Crustal Movement in Residential User Traffic", Proceedings of ACM Conference on emerging networking experiments and technologies (CoNEXT 2008), p.12, Madrid, Spain, Dec.9-12, 2008.

  65. K.Fukuda, T.Hirotsu, O.Akashi, T.Sugawara. "Correlation among piecewise unwanted traffic timeseries", Proceedings of IEEE Globecom 2008, pp.1616-1620, New Orleans, LA, Nov.30-Dec.3, 2008.

  66. K.Limthong, K.Fukuda, P.Watanapongse. "Wavelet-Based Unwanted Traffic Time Series Analysis", International Conference on Computer and Electrical Engineering (ICCEE 2008), pp.445-449, Phuket, Thailand, Dec.20-22, 2008.

  67. R.Fontugne, T.Hirotsu, K.Fukuda. "An image processing approach to traffic anomaly detection", Proceedings of 8th Asian Internet Engineering Conference (AINTEC 2008), pp.17-26, Bangkok, Thailand, Nov.18-20, 2008.

  68. S.Sato, K.Fukuda, T.Hirotsu, S.Kurihara, T.Sugawara. "Co-occurrence Analysis Focused on Blogger Communities", Proceedings of IEEE/WIC/ACM International Conference on Web Intelligence, pp.372-376, Sydney, Australia, Dec.9-12, 2008.

  69. S.Nomoto, K.Fukuda, M.Uehara, H.Mori. "Graphic drawing tools for network traffic simulation", Proceedings of 2nd International Conference on Network-based Information Systems (NBiS2008), pp.293-302, LNCS 5186, Turin, Italy, Sep.1-5, 2008.

  70. K.Shimizu, S.Urushidani, R.Hayashi, I.Inoue, K.Shiomoto, S.Abe, Y.Ji, K.Fukuda, M.Koibuchi, M.Nakamura, S.Yamada. "Evaluation of Traffic Engineering Technique for Layer-1 Bandwidth on Demand Service", Proceedings of European Conference and Exhibition on Optical Communication (ECOC 2008), p.2, Brussels, September 21-25, 2008.

  71. O.Akashi, K.Fukuda, S.Kurihara, T.Hirotsu, T.Sugawara. "Application of a Massively Multi-Agent System to Internet Routing Management", Massively Multi-Agent Technology, pp.131-145, LNCS 5043, 2008 (Originally presented in MMAS2006).

  72. K.Fukuda. "Towards Modeling of Traffic Demand of Node in Large Scale Network", Proceedings of IEEE International Conference on Communication (ICC2008), pp.214-218, Beijing, May 19-23, 2008.

  73. T.Sugawara, T.Hirotsu, S.Kurihara, K.Fukuda. "Effects of Fluctuation in Manager-side Controls on Contact Net Protocol in Massively Multi-agent Systems", Proceedings of IEEE SMC International Conference on Distributed Human-Machine Systems (DHMS2008), pp.152-157, Athens, Greek, March 9-12, 2008.

  74. T.Sugawara, S.Kurihara, T.Hirotsu, K.Fukuda and T.Takada. "An Effective Selection of Abstract Plans for Multi-Agent Systems", Proccedings of the 27th Annual International Conference of the British Computer Society's Specialist Group on Artificial Intelligence (AI-2007), pp.223-236, Cambridge, December 10-12, 2007.

  75. S. Sato, K.Fukuda S.Kurihara, T.Hirotsu and T.Sugawara. "Generating extensional definitions of concepts from ostensive definitions by using Web", Proceedings of the 8th International Conference on Web Information Systems Engineering (WISE 2007), pp.583-592, December 3-7, Nancy, France, 2007.

  76. S.Urushidani, S.Abe, Y.Ji, K.Fukuda, M.Koibuchi, S.Yamada. "Layer-1 Bandwidth on Demand Services in SINET3", Proceedings of IEEE Globecom 2007, pp.2286-2291, Wachington D.C, Nov. 26-29, 2007.

  77. O.Akashi, T.Hirotsu, K.Fukuda, T.Sugawara. "Analysis of Diagnostic Capability for Hijacked route Problem", Proceedings of International Workshop on IP Operations and Management (IPOM2007), pp.37--48, San Jose, Oct.31-Nov.2, 2007.

  78. S.Urushidani, J.Matsukata, K.Fukuda, Y.Ji, S.Abe, M.Koibuchi, S.Yamada. "Implementation of Multilayer VPN Capabilities in SINET3", Proceedings of European Conference and Exhibition on Optical Communication (ECOC 2007), p.2, Berlin, September 16-20, 2007.

  79. G.Dewaele, K.Fukuda, P.Borgnat, P.Abry, K.Cho. "Extracting hidden anomalies using Sketch and Non Gaussian Multiresolution Statistical Detection Procedures", Proceedings of SIGCOMM Workshop on Large Scale Attack Defense (LSAD2007), pp.145--152, Kyoto, Aug.27, 2007.

  80. T.Sugawara, T.Hirotsu, S.Kurihara, K.Fukuda. "Performance Variation Due to Interference Among a Large Number of Self-Intrested Agents", Proceedings of IEEE Congress on Evolutionary Computation (CEC2007), pp.766-773 (oral presentation), Singapore, Sep.25-28, 2007.

  81. T.Sugawara, S.Kurihara, T.Hirotsu, K.Fukuda, T.Takada. "Case-Based Approach to Selecting Abstract Plans in Multi-Agent Systems", Proceedings of the workshop on Uncertainty and Fuzzness in Case-Based Reasoning, pp.69-78, Belfast, Aug.15, 2007.

  82. J.Phuritatkul, K.Nguyen, M.Koibuchi, Y.Ji, K.Fukuda, S.Abe, J.Matsukata, S.Urushidani, S.Yamada. "Investigating QoS Performance on a Testbed Network", Proceedings of International Workshop on Performance Modeling and Evaluation in Computer and Telecommunication Network (PMECT07), pp.1267--1272, Hawaii, Aug.13-16, 2007.

  83. T.Sugawara, S.Kurihara, T.Hirotsu, K.Fukuda, T.Takada. "Conflict Estimation of Abstract Plans for Multi-Agent Systems", Proceedings of International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS2007), pp.844-846, Honolulu, May.14-18, 2007.

  84. S.Kurihara, K.Fukuda, S.Sato, T.Sugawara. "Multi-agent Coordination Mechanism based on Indirect Interaction", Proceedings of International Symposium on Frontiers in Networking with Applications (FINA2007), held in conjunction with IEEE IANA2007, pp.68-72, May.21-23, 2007.

  85. O.Akashi, A.Terauchi, K.Fukuda, T.Hirotsu, T.Sugawara. "Lisp-based Agent Platform and Applications for the Inter-domain Network Management", Proceedings of International Lisp Conference 2007 (ILC2007), pp.5--19, Cambridge, England, Apr.1-4, 2007.

  86. K.Fukuda, T.Hirotsu, S.Kurihara, S.Sato O.Akashi, T.Sugawara. "The Impact of Network Model on Performance of Load-balancing", In Emergent Intelligence of Networked Agents, pp.23-37 (Eds., A.Namatame, H.Nakashima, S.Kurihara), Studies in Computational Intelligence Series, Springer, 2007.

  87. T.Sugawara, K.Fukuda, T.Hirotsu, S.Sato, S.Kurihara. "Improvements in Performance of Large-Scale Multi-Agent Systems Based on the Adaptive / Non-Adaptive Agent Selection", In Emergent Intelligence of Networked Agents, pp.217-230 (Eds., A.Namatame, H.Nakashima, S.Kurihara), Studies in Computational Intelligence Series, Springer, 2007.

  88. K.Fukuda, S.Sato, O.Akashi, T.Hirotsu, T.Sugawara. "Dependency of Network Structures in Agent Selection and Dependency", Proceedings of IEEE/WIC/ACM International Conference on Intelligent Agent Technology, pp.37--44, Hong Kong, Dec.18-22, 2006.

  89. T.Sugawara, K.Fukuda, T.Hirotsu, S.Sato, and S.Kurihara. "Multi-Agent Systems Performance by Adaptive/Non-Adaptive Agent Selection", Proceedings of IEEE/WIC/ACM International Conference on Intelligent Agent Technology, pp.555--559, Hong Kong, Dec.18-22, 2006.

  90. K.Cho, K. Fukuda, H.Esaki, A.Kato. "The impact and Implications of the Growth in Residential User-to-User Traffic", Proceedings of ACM SIGCOMM (SIGCOMM2006), pp.207-218, Pisa, Sep.11--15, 2006.

  91. O.Akashi, K. Fukuda, T.Hirotsu, T.Sugawara. "Policy-based BGP Control Architecture for Autonomous Routing Management", Proceedings of ACM SIGCOMM Workshop on Internet Network Management (INM'06), pp.72--82, Pisa, Sep.11--15, 2006.

  92. T.Sugawara, K.Fukuda, T.Hirotsu, S.Sato, and S.Kurihara. "Adaptive Agent Selection in Large-Scale Multi-Agent Systems", Proceedings of Pacific Rim International Conference on Artificial Intelligence (PRICAI06), LNCS 4099, pp.818-822, Guilin Aug.7--11, 2006.

  93. T.Sugawara, S.Kurihara, T.Hirotsu, K. Fukuda, S. Sato, O. Akashi. "Total Performance by Local Agent Selection Strategies in Multi-Agent Systems", Proceedings of 5th International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS2006), pp.601--608, Hakodate, May 8-12, 2006.

  94. S.Kurihara, K.Fukuda, S.Sato, T.Sugawara. "How can agent know the global information without close coordination?", Proceedings of 5th International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS2006), pp.682--684, Hakodate, May 8-12, 2006.

  95. O.Akashi, K.Fukuda, S.Kurihara, T.Hirotsu, T.Sugawara. "Application of a Massively Multi-Agent System to Internet Routing Management", Proceedings of AAMAS workshop MMAS2006, pp.131-145, LNCS 5049, May.9, 2006.

  96. S.Kurihara, K.Fukuda, S.Sato, T.Sugawara. "Effective Decision Making by Self-Evaluation in the Multi-Agent Environment", Proceedings of Workshop on Internet and Network Economics (WINE 2005), pp.631--640, LNCS-3828, Hong Kong, Dec.15-17, 2005.

  97. K.Fukuda, S.Sato, O.Akashi, T.Hirotsu, T.Sugawara. "On the Use of Hierarchical Power-law Network Topology for Server Selection and Allocation in Multi-Agent Systems", Proceedings of IEEE/WIC/ACM International Conference on Intelligent Agent Technology, pp.81-87, Compiegne, Sep.16-22, 2005.

  98. O.Akashi, A.Terauchi, K.Fukuda, T.Hirotsu, M.Maruyama, T.Sugawara. "Detection and Diagnosis of Inter-AS Routing Anomalies by Cooperative Intelligent Agents", Proceedings of IFIP/IEEE Distributed Systems: Operations and Management, pp.181--192, LNCS-3775, Barcelona, Oct.24-26, 2005.

  99. A.Terauchi, O.Akashi, M.Maruyama, K.Fukuda, T.Sugawara, S.Kurihara, T.Hirotsu. "ARTISTE: Agent Organization Management Systems for Multi-agent Systems", Proceedings of Pacific Rim International Workshop on Multi-Agents (PRIMA 2005), pp.245--260, Kuala Lumpur, Sep. 26-28, 2005.

  100. K.Fukuda, S.Sato, O.Akashi, K.Kazama, T.Hirotsu, S.Kurihara, T.Sugawara. "Efficiency and Fairness of Load-distribution Based on Scale-free Property", Proceedings of AAAI-workshop on Link Analysis (Held in conjunction with AAAI2005), pp.16--21, Pittsburgh, Jul.10, 2005.

  101. K.Kazama, S.Sato, K.Fukuda, K.Murakami, H.Kawakami, O.Katai. "Evaluation of Using Human Relationships on the Web as Information Navigation Paths", Proceedings of Agent Network Dyanmics and Intelligence (ANDI'05), pp.15--22, JSAI, Kitakyushu, May.20-21, 2005.

  102. S.Sato, K.Fukuda, K.Kazama, K.Murakami. "Preliminary Results on Describing and Interpreting Context by Network Structure", Proceedings of Agent Network Dyanmics and Intelligence (ANDI'05), pp.39--44, JSAI, Kitakyushu, May.20-21, 2005.

  103. K. Kazama, S. Sato, K.Fukuda, H. Kawakami, O. Katai. "Web Community Discovery Using Personal Names ", Proceedings of International Workshop on Challenges in Web Information Retrieval and Integration (Held in conjunction with ICDE2005), pp.116--124, Tokyo, Apr. 8-9, 2005.

  104. K.Fukuda, T.Hirotsu, O.Akashi, T.Sugawara. "Time and Space Correlation in BGP Message Flow", Proceedings of 19th International Conference on Information Networking, KISS/IPSJ, LNCS 3391, pp.215-222, Jeju, Korea, Jan 31-Feb 2, 2005.

  105. S.Kurihara, K.Fukuda, T.Hirotsu, S.Aoyagi, T.Takada, T.Sugawara. "Multi-Agent Human-Environment Interaction Framework for Ubiquitous Environment", Proceedings of International Workshop on Massively Multi-Agent Systems (MMAS2004), pp.165--178, Kyoto, December 10-11, 2004.

  106. T.Sugawara, S.Kurihara, K.Fukuda, T.Hirotsu, S.Aoyagi, T.Takada. "Reusing Coordination and Negotiation Strategies in Multi-Agent Systems for Ubiquitous Network", Proceedings of 3rd International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS2004), Vol.I, pp.496--503, New York, July 19-23, 2004.

  107. S.Kurihara, K.Fukuda, T.Hirotsu, S.Aoyagi, T.Takada, T.Sugawara. "Multi-agent Framework for Human-Environment Interaction in Ubiquitous Environment", Proceedings of the Workshop on Agents for Ubiquitous Computing (held in conjunction with AAMAS2004), pp.5--12, New York, July 19-23, 2004.

  108. S.Kurihara, K.Fukuda, T.Hirotsu, O.Akashi, T.Sugawara. "How Collective Intelligence Emerge in the Standard Minority Game?", Proceedings of the 9th Workshop on Economics and Heterogeneous Interacting Agents (WEHIA2004), Kyoto, May 27-29, 2004.

  109. S.Kurihara, K.Fukuda, T.Hirotsu, O.Akashi, S.Sato, T.Sugawara. "How collective Intelligence emerge in complex environment?", Proceedings of the 1st International Workshop on Biologically Inspired Approaches to Advanced Information Technology (bio-ADIT), pp.498-511, Swiss, Jan. 29-30. 2004.

  110. K.Fukuda, L.A.N. Amaral, H.E.Stanley. "Dynamics of Temporal Correlation in Daily Internet Traffic", Proceedings of 30th IEEE GLOBECOM, San Francisco, pp.4069-4073, December 1-6, 2003.

  111. K.Kourai, T.Hirotsu, K.Sato, O.Akashi, K.Fukuda, T.Sugawara, S.Chiba. "Secure and Managable Virtual Private Networks for End-Users", Proceedings of 28th IEEE Conference on Local Computer Networks, Germany, pp.385-394, October 20-23, 2003.

  112. K.Fukuda, M.Takayasu, H.Takayasu. "Origin of self-similarity in TCP traffic", Proceedings of Int. Symposium on Performance Evaluation of Computer and Telecommunication Systems (SPECTS), pp.18-26, Montreal, July 20-24, 2003.

  113. O.Akashi, K.Kourai, K.Fukuda, T.Hirtosu, K.Sato, M.Maruyama, T.Sugawara. "A Flexible Policy Control Architecture for Inter-AS Routing", Proceedings of 7th Asia-Pacific Network Operations and Management Symposium (APNOMS), pp.392-403, Fukuoka, October 1-3, 2003.

  114. S.Kurihara, K.Fukuda, T.Hirotsu, O.Akashi, S.Sato, T.Sugawara. "Simple but efficient collaboration in a complex competitive situation", Proceedings of International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS), pp.1042-1043, Melbourne, July, 2003.

  115. S.Kurihara, K.Fukuda, T.Hirotsu, O.Akashi, S.Sato, T.Sugawara. "Importance of Evolved Structure for emerging self-organization in a complex competitive situation", Proceedings of the 8th International Conference on the Simulation and Synthesis of Living Systems (ALIFE VIII), pp.33-37, Sydney, December 9-13, 2002.

  116. S.Kurihara, K.Fukuda, T.Hirotsu, O.Akashi, S.Sato, T.Sugawara. "Self-centered but cooperative behavior in a complex competitive situation", Proceedings of 6th International Conference on Complex Systems (CS), pp.198-205, Beppu, September, 2002.

  117. K.Sato, T.Hirotsu, K.Fukuda, O.Akashi, K.Yamazaki, T.Sugawara. "Clea: A Framework for the Coordination of Applications and Networks", The 2nd Workshop on Intelligent Multimedia Computing and Networking (IMMCN), Proceedigns of the 6th Joint Conference on Information Sciences, pp.948-951, Durham, March, 2002.

  118. K.Fukuda, M.Takayasu, H.Takayasu. "Analysis of Minimal Model of Internet Traffic", Proceedings of International Workshop of Traffic and Granular Flow, pp.389-400, Nagoya, October, 2001.

  119. K.Fukuda, M.Takayasu, H.Takayasu. "Self-similar traffic originating in the transport layer", Proceedings of Communication Networks and Distributed Systems Modeling and Simulation Conference (CNDS), pp.55-60, Phoenix, January, 2001.

  120. M.Takayasu, A.Y.Tretyakov, K.Fukuda, H.Takayasu. "Phase Transition and 1/f-noise in the Internet Packet Transport", Proceedings of International Workshop on Traffic and Granular Flow, Duisburg, pp.55-76, October, 1997.

Invited talks and Tutorials

  1. K.Fukuda. "Internet traffic measurement", AINTEC2016, Keynote talk, Bangkok, Thailand, Dec, 2016

  2. K.Fukuda. "Internet traffic anomalies and their detection techniques", NOLTA2016, Special session, Yugawara, Japan, Nov, 2016

  3. K.Fukuda. "Quantifying Long-term Internet Traffic Behavior", TRAC2014, Keynote Talk, Nicosia, Cyprus, Aug. 2014

  4. K.Fukuda. "Evolution of Japanese ISP Traffic", Industry Panel, Int. Conf. on Passive and Active Measurement (PAM2009), Seoul, Apr, 2009.

Books and Translation

  1. S.Kurihara, K.Fukuda, S.Sato, T.Sugawara. "Indirect Coordination Mechanism of MAS", Multiagent Systems, (Ed.) S.Ahmed and M.H.Karsiti, pp.221-232, IN-TECH, ISBN-9783902613-516, 2009 (book chapter).

  2. K.Fukuda, K.Cho, H.Esaki. "Characterization of Residential Broadband Traffic in Commercial ISP backbones", Broadband Internet Deployment in Japan (Advanced Information Technology), (Ed.) H.Esaki, J.Murai, and H.Sunahara, pp.183-199, IOS Press, ISBN-1586038621, 2008. (book chapter).

Last-modfied: 2016 Oct. 30 16:38
kensuke at fukuda-lab.org
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