Parallel Top-K Algorithms on GPU: A Comprehensive Study and New Methods.
Jingrong ZhangAkira NaruseXipeng LiYong WangPublished in: SC (2023)
Keyphrases
- computational cost
- significant improvement
- computationally expensive
- synthetic and real datasets
- methods outperform
- optimization methods
- computationally intensive
- preprocessing
- exact and approximate
- benchmark datasets
- image processing algorithms
- parallel computing
- computer vision algorithms
- general purpose
- theoretical guarantees
- problems in computer vision
- methods require
- parallel implementations
- parallel hardware
- learning algorithm
- synthetic datasets
- parallel implementation
- exhaustive search
- efficient implementation
- parallel processing
- high computational complexity
- machine learning methods
- query processing
- lower bound
- parallel architectures
- database systems
- decision trees
- real time