Kave Salamatian

@univ-smb.fr

Polytech Annecy
University of Savoie

RESEARCH, TEACHING, or OTHER INTERESTS

Computer Networks and Communications, Computer Science, Artificial Intelligence
131

Scopus Publications

7277

Scholar Citations

35

Scholar h-index

96

Scholar i10-index

Scopus Publications

RECENT SCHOLAR PUBLICATIONS

  • Traffic-Aware Design for Multi-dimensional Lookup and Forwarding: From IP Routing to Packet Classification
    X Zhang, Q Qiu, Z Xu, P He, G Zhang, L Li, J Zhou, K Salamatian, G Xie
    IEEE Transactions on Networking , 2026
    2026
  • Clustering Tensoriel Hiérarchique pour la Représentation de Graphes Multiples
    K Boutalbi, R Boutalbi, H Verjus, K Salamatian
    LA 26ÈME CONFÉRENCE FRANCOPHONE SUR L'EXTRACTION ET LA GESTION DES CONNAISSANCES , 2026
    2026
  • Ten Years of Event-Driven BGP Evolution in India and Bangladesh
    N Ahmad Rauf, FS Choudhry, A Mirza, MS Ilyas, Q Lone, JH Cowie, ...
    Proceedings of the 20th Asian Internet Engineering Conference, 61-69 , 2025
    2025
  • Enhancing Privacy and Robustness in Federated Learning with Local Data Distribution Invariance and Byzantine-Resilient Aggregation
    B Dolo, F Loukil, K Boukadi, K Salamatian
    2025 IEEE 36th International Symposium on Software Reliability Engineering … , 2025
    2025
  • NPC: Rethinking Dataplane through Network-aware Packet Classification
    X Zhang, Q Qiu, Z Xu, P He, X Liu, K Salamatian, C Pei, G Xie
    Proceedings of the ACM SIGCOMM 2025 Conference, 677-691 , 2025
    2025
    Citations: 2
  • Towards a More Efficient Sinkhorn Distance Computation in Neural Topic Models
    P Dardouillet, K Salamatian, H Verjus, F Loukil, D Telisson, O Le Van
    2025 International Joint Conference on Neural Networks (IJCNN), 1-10 , 2025
    2025
  • LLM-centric pipeline for information extraction from invoices
    F Loukil, S Cadereau, H Verjus, M Galfre, K Salamatian, D Telisson, ...
    International Conference on Foundation and Large Language Models (FLLM2024) , 2024
    2024
    Citations: 10
  • Iecons: A new consensus approach using multi-text representations for clustering task
    K Boutalbi, R Boutalbi, H Verjus, K Salamatian, D Telisson, O Le Van
    Proceedings of the 33rd ACM International Conference on Information and … , 2024
    2024
    Citations: 2
  • Ironing the graphs: Toward a correct geometric analysis of large-scale graphs
    S Naama, K Salamatian, F Bronzino
    arXiv preprint arXiv:2407.21609 , 2024
    2024
    Citations: 2
  • Strategic Integration of Context for Fine-Tuning Topic Model Performance
    P Dardouillet, K Salamatian, H Verjus, F Loukil, D Telisson
    2024 IEEE 48th Annual Computers, Software, and Applications Conference … , 2024
    2024
  • Hierarchical tensor clustering for multiple graphs representation
    K Boutalbi, R Boutalbi, H Verjus, K Salamatian
    Companion Proceedings of the ACM Web Conference 2024, 613-616 , 2024
    2024
    Citations: 3
  • Digital routes and borders in the Middle East: the geopolitical underpinnings of Internet connectivity
    F Douzet, L Pétiniaud, K Salamatian, JL Samaan
    Territory, Politics, Governance 11 (6), 1059-1080 , 2023
    2023
    Citations: 16
  • A Clustering Approach Combining Lines and Text Detection for Table Extraction
    K Boutalbi, V Sylejmani, P Dardouillet, O Le Van, K Salamatian, H Verjus, ...
    International Conference on Document Analysis and Recognition, 139-145 , 2023
    2023
    Citations: 2
  • Bert4ctr: An efficient framework to combine pre-trained language model with non-textual features for ctr prediction
    D Wang, K Salamatian, Y Xia, W Deng, Q Zhang
    Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and … , 2023
    2023
    Citations: 24
  • Machine learning for text anomaly detection: A systematic review
    K Boutalbi, F Loukil, H Verjus, D Telisson, K Salamatian
    2023 IEEE 47th Annual Computers, Software, and Applications Conference … , 2023
    2023
    Citations: 10
  • Strategic and geopolitical implication of Networks
    K Limonier, P Barford, K Salamatian
    The networking channel , 2022
    2022
  • Learning supplementary NLP features for CTR prediction in sponsored search
    D Wang, S Yan, Y Xia, K Salamatian, W Deng, Q Zhang
    Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and … , 2022
    2022
    Citations: 15
  • Misconfiguration-free compositional SDN for cloud networks
    H Pan, Z Li, P Zhang, P Cui, K Salamatian, G Xie
    IEEE Transactions on Dependable and Secure Computing 20 (3), 2484-2499 , 2022
    2022
    Citations: 8
  • Cross-Talk Between Intramolecular and Intermolecular Amino Acid Networks Orchestrates the Assembly of the Cholera Toxin B Pentamer via the Residue His94
    M Achoch, G Feverati, K Salamatian, L Vuillon, C Lesieur
    International Conference on Advanced Intelligent Systems for Sustainable … , 2022
    2022
  • Improving open virtual switch performance through tuple merge relaxation in software defined networks
    X Zhang, K Salamatian, G Xie
    IEEE Transactions on Network and Service Management 19 (3), 2078-2091 , 2022
    2022
    Citations: 7

MOST CITED SCHOLAR PUBLICATIONS

  • Traffic classification on the fly
    L Bernaille, R Teixeira, I Akodkenou, A Soule, K Salamatian
    ACM SIGCOMM Computer Communication Review 36 (2), 23-26 , 2006
    2006
    Citations: 885
  • Traffic matrix estimation: Existing techniques and new directions
    A Medina, N Taft, K Salamatian, S Bhattacharyya, C Diot
    ACM SIGCOMM Computer Communication Review 32 (4), 161-174 , 2002
    2002
    Citations: 830
  • Early application identification
    L Bernaille, R Teixeira, K Salamatian
    Proceedings of the 2006 ACM CoNEXT conference, 6 , 2006
    2006
    Citations: 606
  • Combining filtering and statistical methods for anomaly detection
    A Soule, K Salamatian, N Taft
    Proceedings of the 5th ACM SIGCOMM conference on Internet Measurement, 31-31 , 2005
    2005
    Citations: 459
  • Traffic matrices: balancing measurements, inference and modeling
    A Soule, A Lakhina, N Taft, K Papagiannaki, K Salamatian, A Nucci, ...
    Proceedings of the 2005 ACM SIGMETRICS international conference on … , 2005
    2005
    Citations: 296
  • Applying PCA for traffic anomaly detection: Problems and solutions
    D Brauckhoff, K Salamatian, M May
    IEEE INFOCOM 2009, 2866-2870 , 2009
    2009
    Citations: 248
  • Anomaly extraction in backbone networks using association rules
    D Brauckhoff, X Dimitropoulos, A Wagner, K Salamatian
    Proceedings of the 9th ACM SIGCOMM conference on Internet measurement, 28-34 , 2009
    2009
    Citations: 216
  • Cross-layer routing in wireless mesh networks
    L Iannone, R Khalili, K Salamatian, S Fdida
    1st International Symposium onWireless Communication Systems, 2004., 319-323 , 2004
    2004
    Citations: 191
  • Research challenges in QoS routing
    X Masip-Bruin, M Yannuzzi, J Domingo-Pascual, A Fonte, M Curado, ...
    Computer communications 29 (5), 563-581 , 2006
    2006
    Citations: 181
  • Hidden markov modeling for network communication channels
    K Salamatian, S Vaton
    ACM SIGMETRICS Performance Evaluation Review 29 (1), 92-101 , 2001
    2001
    Citations: 171
  • An approach to model and predict the popularity of online contents with explanatory factors
    JG Lee, S Moon, K Salamatian
    2010 IEEE/WIC/ACM International Conference on Web Intelligence and … , 2010
    2010
    Citations: 152
  • A pragmatic definition of elephants in internet backbone traffic
    K Papagiannaki, N Taft, S Bhattacharyya, P Thiran, K Salamatian, C Diot
    Proceedings of the 2nd ACM SIGCOMM Workshop on Internet measurment, 175-176 , 2002
    2002
    Citations: 144
  • Traffic analysis of peer-to-peer IPTV communities
    T Silverston, O Fourmaux, A Botta, A Dainotti, A Pescapé, G Ventre, ...
    Computer Networks 53 (4), 470-484 , 2009
    2009
    Citations: 112
  • Traffic matrix tracking using kalman filters
    A Soule, K Salamatian, A Nucci, N Taft
    ACM SIGMETRICS Performance Evaluation Review 33 (3), 24-31 , 2005
    2005
    Citations: 96
  • Flow classification by histograms: or how to go on safari in the internet
    A Soule, K Salamatia, N Taft, R Emilion, K Papagiannaki
    Proceedings of the joint international conference on Measurement and … , 2004
    2004
    Citations: 91
  • A new analytic approach to evaluation of packet error rate in wireless networks
    R Khalili, K Salamatian
    3rd Annual Communication Networks and Services Research Conference (CNSR'05 … , 2005
    2005
    Citations: 90
  • Modeling and predicting the popularity of online contents with Cox proportional hazard regression model
    JG Lee, S Moon, K Salamatian
    Neurocomputing 76 (1), 134-145 , 2012
    2012
    Citations: 88
  • Meta-algorithms for software-based packet classification
    P He, G Xie, K Salamatian, L Mathy
    2014 IEEE 22nd International Conference on Network Protocols, 308-319 , 2014
    2014
    Citations: 82
  • Securing internet coordinate embedding systems
    MA Kaafar, L Mathy, C Barakat, K Salamatian, T Turletti, W Dabbous
    ACM SIGCOMM Computer Communication Review 37 (4), 61-72 , 2007
    2007
    Citations: 80
  • Adaptive path isolation for elephant and mice flows by exploiting path diversity in datacenters
    W Wang, Y Sun, K Salamatian, Z Li
    IEEE Transactions on Network and Service Management 13 (1), 5-18 , 2016
    2016
    Citations: 72