Towards a Safety Case for Hardware Fault Tolerance in Convolutional Neural Networks Using Activation Range Supervision.
Florian GeisslerSyed QutubSayanta RoychowdhuryAli AsgariYang PengAkash DhamasiaRalf GraefeKarthik PattabiramanMichael PaulitschPublished in: CoRR (2021)
Keyphrases
- fault tolerance
- fault tolerant
- convolutional neural networks
- distributed systems
- load balancing
- error detection
- high availability
- distributed computing
- response time
- group communication
- peer to peer
- high scalability
- fault management
- database replication
- high performance computing
- failure recovery
- replicated databases
- artificial intelligence
- convolutional network
- data replication
- computing systems
- sensor nodes
- mobile agents
- cooperative