Primal-dual optimization methods for large-scale and distributed data analytics.
Dusan JakoveticDragana BajovicJoão M. F. XavierJosé M. F. MouraPublished in: CoRR (2019)
Keyphrases
- optimization methods
- primal dual
- data analytics
- commodity hardware
- linear programming
- simulated annealing
- linear program
- optimization method
- convex optimization
- optimization problems
- open source
- big data
- approximation algorithms
- variational inequalities
- global convergence
- semidefinite programming
- algorithm for linear programming
- convergence rate
- data analysis
- data mining techniques
- map reduce
- unstructured data
- business intelligence
- line search
- cloud computing
- internet search
- evolutionary algorithm
- optimal solution
- databases
- information retrieval
- dynamic programming
- knowledge management
- keyword search
- convex relaxation
- machine learning
- real world