Randomized dual proximal gradient for large-scale distributed optimization.
Ivano NotarnicolaGiuseppe NotarstefanoPublished in: CDC (2015)
Keyphrases
- distributed systems
- optimization algorithm
- real life
- optimization problems
- small scale
- autonomy oriented computing
- evolutionary algorithm
- constrained optimization
- global optimization
- distributed environment
- distributed stream processing
- decision forest
- data intensive
- optimization model
- optimization process
- fault tolerant
- databases
- lightweight
- cooperative
- multi agent
- real world
- combinatorial optimization
- optimization methods
- optimization method
- communication cost
- level set
- peer to peer
- gradient information
- heterogeneous environments
- reinforcement learning