Towards Collaborative Optimization of Cluster Configurations for Distributed Dataflow Jobs.
Jonathan WillJonathan BaderLauritz ThamsenPublished in: IEEE BigData (2020)
Keyphrases
- geographically dispersed
- distributed systems
- clustering algorithm
- cooperative
- global optimization
- processing times
- optimization problems
- peer to peer
- multi agent
- autonomy oriented computing
- constrained optimization
- computing environments
- hierarchical clustering
- distributed environment
- optimization method
- data flow
- collaborative decision making
- data clustering
- parallel computing
- parallel execution
- modular robots
- collaborative learning
- resource manager
- data points