I/O conscious algorithm design and systems support for data analysis on emerging architectures.
Gregory BuehrerAmol GhotingXi ZhangShirish TatikondaSrinivasan ParthasarathyTahsin M. KurçJoel H. SaltzPublished in: IPDPS (2006)
Keyphrases
- data analysis
- preprocessing
- experimental evaluation
- optimal solution
- computational cost
- expectation maximization
- probabilistic model
- learning algorithm
- dynamic programming
- recognition algorithm
- computational complexity
- convergence rate
- np hard
- search space
- expert systems
- similarity measure
- times faster
- detection algorithm
- optimization algorithm
- design tools
- computer systems
- input data
- simulated annealing
- data warehouse
- significant improvement
- user interface
- case study