A Distributed Algorithm for Resource Clustering in Large Scale Platforms.
Olivier BeaumontNicolas BonichonPhilippe DuchonLionel Eyraud-DuboisHubert LarchevêquePublished in: OPODIS (2008)
Keyphrases
- k means
- learning algorithm
- clustering method
- times faster
- optimal solution
- detection algorithm
- optimization algorithm
- np hard
- dynamic programming
- preprocessing
- cost function
- hierarchical clustering
- data clustering
- expectation maximization
- input data
- probabilistic model
- similarity measure
- clustering algorithm
- distributed systems
- computational cost
- significant improvement
- lower bound
- computational complexity
- search algorithm
- distance metric
- distributed environment
- document clustering
- data sets