DeepSIP: A System for Predicting Service Impact of Network Failure by Temporal Multimodal CNN.
Yoichi MatsuoTatsuaki KimuraKen NishimatsuPublished in: NOMS (2020)
Keyphrases
- network resources
- computer networks
- application level
- multi modal
- network model
- abstraction layer
- convolutional neural network
- access points
- temporal patterns
- spatio temporal
- wireless sensor networks
- management system
- multimedia
- network effects
- individual user
- temporal data
- communication networks
- complex networks
- spatial and temporal
- network structure
- network architecture
- service providers
- fixed point
- cellular neural networks
- service composition
- temporal constraints
- network services
- service provisioning
- transport network
- component failures
- network traffic