Name
Title | ||
|---|---|---|
Anomaly-tolerant Network Traffic Estimation via Noise-immune Temporal Matrix Completion Model |
Abstract | ||
|---|---|---|
Accurately estimating origin-destination (OD) network traffic is crucial for network management and capacity planning. However, the potential network anomaly and complex noise make this goal difficult to achieve. Existing network traffic estimation methods usually impute network traffic independent of anomaly detection, which ignores the potential relationship between the two tasks to help each ot... |
Year | DOI | Venue |
|---|---|---|
2019 | 10.1109/JSAC.2019.2904347 | IEEE Journal on Selected Areas in Communications |
Keywords | Field | DocType |
Estimation,Matrix decomposition,Sparse matrices,Pollution measurement,Task analysis,Computational modeling,Anomaly detection | Anomaly detection,Gradient descent,Matrix completion,Expectation–maximization algorithm,Computer science,Outlier,Algorithm,Capacity planning,Real-time computing,Network management,Scalability | Journal |
Volume | Issue | ISSN |
37 | 6 | 0733-8716 |
Citations | PageRank | References |
4 | 0.42 | 0 |
Authors | ||
5 | ||
Name | Order | Citations | PageRank |
|---|---|---|---|
| Xiao Fu | 1 | 273 | 25.50 |
| Lei Chen 0011 | 2 | 32 | 2.19 |
| Hai Zhu | 3 | 87 | 22.69 |
| Richang Hong | 4 | 4791 | 176.47 |
| Ruchuan Wang | 5 | 414 | 64.49 |