Low Cost Sparse Network Monitoring Based on Block Matrix Completion.
Kun XieJiazheng TianGaogang XieGuangxing ZhangDafang ZhangPublished in: INFOCOM (2021)
Keyphrases
- network monitoring
- matrix completion
- rank minimization
- low rank
- network traffic
- network management
- monitoring system
- streaming data
- ip networks
- distributed systems
- computer networks
- network security
- high dimensional
- rank aggregation
- singular values
- collaborative filtering
- theoretical guarantees
- data mining
- incomplete data
- matrix factorization
- missing values
- convex optimization
- missing data
- linear combination
- convex relaxation
- high order
- high dimensional data
- protein interaction networks
- recommender systems
- real time