Concepedia

Traffic Clustering

Traffic Clustering is a network traffic analysis method that partitions traffic flows into homogeneous groups based on shared behavioral or statistical characteristics to facilitate anomaly detection, classification, or visualization.

240

Publications

14.1K

Citations

736

Authors

299

Institutions

Publications per year

2017–2026

99

Variants

Network Traffic Clustering

Parents

Publications

240

Constrained K-means Clustering with Background Knowledge

Kiri L. Wagstaff, Claire Cardie, Seth Rogers et al. · 2001 · 2.4K citations

, , +14

Traffic classification using clustering algorithms

Jeffrey Erman, Martin Arlitt, Anirban Mahanti · 2006 · 706 citations

, , +12

Cluster effect in initially homogeneous traffic flow

Boris S. Kerner, P. Konhäuser · Physical review. E, Statistical physics, plasmas, fluids, and related interdisciplinary topics · 1993 · 667 citations

, , +13

Structure and parameters of clusters in traffic flow

Boris S. Kerner, P. Konhäuser · Physical review. E, Statistical physics, plasmas, fluids, and related interdisciplinary topics · 1994 · 541 citations

, , +9

On network-aware clustering of Web clients

Balachander Krishnamurthy, Jia Wang · ACM SIGCOMM Computer Communication Review · 2000 · 372 citations · Full text

, , +11

1–5 of 240

Authors

736

  1. KX
    Kuai Xu

    Arizona State University, United States

    6 publications · 620 citations

    6

    h-index

  2. YW
    Yu Wang

    Guangzhou University, China

    4 publications · 202 citations

    4

    h-index

  3. JX
    Jingxin Xia

    Southeast University, China

    4 publications · 154 citations

    4

    h-index

  4. YX
    Yang Xiang

    Deakin University, Australia

    4 publications · 202 citations

    4

    h-index

  5. TN
    Takashi Nagatani

    Shizuoka University, Japan

    4 publications · 162 citations

    4

    h-index

1–5 of 736

Institutions

299

  1. Tsinghua University

    Beijing, China

    8 h-index

    32 publications

    1.1K citations

  2. Southeast University

    Nanjing, China

    6 h-index

    17 publications

    559 citations

  3. Hong Kong University of Science and Technology

    Hong Kong, Hong Kong

    5 h-index

    7 publications

    250 citations

  4. University of Chinese Academy of Sciences

    Beijing, China

    5 h-index

    17 publications

    478 citations

  5. Sun Yat-sen University

    Guangzhou, China

    5 h-index

    12 publications

    331 citations

  6. Chinese Academy of Sciences

    Beijing, China

    5 h-index

    18 publications

    554 citations

  7. Deakin University

    Burwood, Australia

    5 h-index

    15 publications

    800 citations

  8. Shizuoka University

    Shizuoka, Japan

    4 h-index

    6 publications

    222 citations

1–8 of 299

Venues

  1. 9

    h-index

  2. IEEE Access

    8 publications · 243 citations

    8

    h-index

  3. 6

    h-index

  4. Procedia - Social and Behavioral Sciences

    5 publications · 189 citations

    5

    h-index

  5. 4

    h-index

1–5