Towards Collaborative Optimization of Cluster Configurations for Distributed Dataflow Jobs.
Jonathan WillJonathan BaderLauritz ThamsenPublished in: CoRR (2020)
Keyphrases
- geographically dispersed
- distributed systems
- optimization problems
- distributed learning
- collaborative decision making
- collaborative learning
- clustering algorithm
- autonomy oriented computing
- cooperative
- optimal configuration
- processing times
- global optimization
- multi agent
- mobile agents
- distributed environment
- data points
- optimization process
- optimization algorithm
- computational grids
- parallel execution
- graph transformation
- job scheduling
- modular robots
- database machine
- geographically distributed
- knowledge sharing
- control flow
- data flow
- combinatorial optimization
- hierarchical clustering
- cluster analysis