Distributed Partitioned Big-Data Optimization via Asynchronous Dual Decomposition.
Ivano NotarnicolaRuggero CarliGiuseppe NotarstefanoPublished in: CoRR (2018)
Keyphrases
- first order logic
- dual decomposition
- big data
- markov logic
- cloud computing
- energy minimization
- commodity hardware
- data management
- big data analytics
- map inference
- data processing
- data analysis
- markov random field
- distributed systems
- business intelligence
- social media
- data warehousing
- knowledge discovery
- lagrangian relaxation
- max margin
- belief propagation
- data sets
- graphical models
- message passing
- simulated annealing
- expert systems
- information retrieval