Topology-aware Parallel Data Processing: Models, Algorithms and Systems at Scale.
Spyros BlanasParaschos KoutrisAnastasios SidiropoulosPublished in: CIDR (2020)
Keyphrases
- data processing
- complex systems
- machine learning algorithms
- data analysis
- data structure
- mathematical models
- theoretical analysis
- fault models
- databases
- parallel architectures
- computing systems
- evaluation metrics
- statistical models
- orders of magnitude
- data management
- distributed systems
- optimization problems
- probabilistic model
- scale space
- data mining techniques
- data mining algorithms
- computational models
- learning models
- data warehouse
- computational cost
- linear models
- computer vision algorithms
- search algorithm
- parallel hardware
- learning algorithm