Asynchronous Parallel Algorithms for Nonconvex Big-Data Optimization: Model and Convergence.
Loris CannelliFrancisco FacchineiVyacheslav KungurtsevGesualdo ScutariPublished in: CoRR (2016)
Keyphrases
- parallel algorithm
- big data
- optimization model
- data analysis
- cloud computing
- optimization process
- parallel computation
- data management
- big data analytics
- parallel programming
- data processing
- social media
- shared memory
- business intelligence
- data science
- vast amounts of data
- pc cluster
- cluster of workstations
- knowledge discovery
- objective function
- massive datasets
- optimization problems
- parallel computers
- data warehousing
- information processing
- knowledge management
- database systems