Scalable Irregular Parallelism with GPUs: Getting CPUs Out of the Way.
Yuxin ChenBenjamin BrockSerban D. PorumbescuAydin BuluçKatherine A. YelickJohn D. OwensPublished in: SC (2022)
Keyphrases
- commodity hardware
- parallel processing
- multi core systems
- parallel computing
- shared memory
- graphics processing units
- memory bandwidth
- cloud computing
- multi core processors
- computational power
- map reduce
- massively parallel
- general purpose
- big data
- parallel programming
- computing systems
- irregularly shaped
- data analytics
- single instruction multiple data
- data parallelism
- address space
- image pyramids
- processing units
- parallel execution
- parallel architectures
- genetic algorithm
- efficient implementation
- arbitrarily shaped
- processing power
- parallel computation
- graphics processors
- highly scalable
- message passing
- fine grained
- multiresolution
- case study
- information systems