Matches in SemOpenAlex for { <https://semopenalex.org/work/W2895598941> ?p ?o ?g. }
Showing items 1 to 82 of
82
with 100 items per page.
- W2895598941 abstract "One of the recent challenges faced by High-Performance Computing (HPC) is how to apply Field-Programmable Gate Array (FPGA) technology to accelerate a next-generation supercomputer as an efficient method of achieving high performance and low power consumption. Graphics Processing Unit (GPU) is the most commonly used accelerator for HPC supported by regularly executed high degree of parallel operations which causes performance bottleneck in some cases. On the other hand, there are great opportunities to flexibly and efficiently utilize FPGAs in logic circuits to fit various computing situations. However, it is not easy for application developers to implement FPGA logic circuits for their applications and algorithms, which generally require complicated hardware logic descriptions. Because of the progress made in the FPGA development environment in recent years, the High-Level Synthesis (HLS) development environment using the OpenCL language has become popular. Based on our experience describing kernels using OpenCL, we found that a more aggressive programming strategy is necessary to realize true high performance based on a codesign concept to implement the necessary features and operations to fit the target application in an FPGA design. In this paper, we optimize the Authentic Radiation Transfer (ART) method on an FPGA using OpenCL. We also discuss a method to parallelize its computation in an FPGA and a method to optimize the OpenCL code on FPGAs. Using a codesigned method for the optimized programming of a specific application with OpenCL for an FPGA, we achieved a performance that is 6.9 times faster than that of a CPU implementation using OpenMP, and almost the same performance as a GPU implementation using CUDA. The ART code should work on a larger configuration with multiple FPGAs requiring interconnections between them. Considering the current advanced FPGAs with interconnection features, we believe that their parallelized implementation with multiple FPGAs will achieve a higher performance than GPU." @default.
- W2895598941 created "2018-10-12" @default.
- W2895598941 creator A5000110706 @default.
- W2895598941 creator A5002870224 @default.
- W2895598941 creator A5006777462 @default.
- W2895598941 creator A5020716792 @default.
- W2895598941 creator A5045224580 @default.
- W2895598941 creator A5060442383 @default.
- W2895598941 creator A5077076711 @default.
- W2895598941 creator A5084940217 @default.
- W2895598941 date "2018-06-20" @default.
- W2895598941 modified "2023-09-27" @default.
- W2895598941 title "Accelerating Space Radiative Transfer on FPGA using OpenCL" @default.
- W2895598941 cites W1578462120 @default.
- W2895598941 cites W1976579441 @default.
- W2895598941 cites W2156701194 @default.
- W2895598941 cites W2472500612 @default.
- W2895598941 cites W2763806130 @default.
- W2895598941 cites W2783189126 @default.
- W2895598941 cites W3102444395 @default.
- W2895598941 doi "https://doi.org/10.1145/3241793.3241799" @default.
- W2895598941 hasPublicationYear "2018" @default.
- W2895598941 type Work @default.
- W2895598941 sameAs 2895598941 @default.
- W2895598941 citedByCount "11" @default.
- W2895598941 countsByYear W28955989412019 @default.
- W2895598941 countsByYear W28955989412020 @default.
- W2895598941 countsByYear W28955989412022 @default.
- W2895598941 countsByYear W28955989412023 @default.
- W2895598941 crossrefType "proceedings-article" @default.
- W2895598941 hasAuthorship W2895598941A5000110706 @default.
- W2895598941 hasAuthorship W2895598941A5002870224 @default.
- W2895598941 hasAuthorship W2895598941A5006777462 @default.
- W2895598941 hasAuthorship W2895598941A5020716792 @default.
- W2895598941 hasAuthorship W2895598941A5045224580 @default.
- W2895598941 hasAuthorship W2895598941A5060442383 @default.
- W2895598941 hasAuthorship W2895598941A5077076711 @default.
- W2895598941 hasAuthorship W2895598941A5084940217 @default.
- W2895598941 hasBestOaLocation W28955989411 @default.
- W2895598941 hasConcept C111919701 @default.
- W2895598941 hasConcept C118524514 @default.
- W2895598941 hasConcept C142962650 @default.
- W2895598941 hasConcept C149635348 @default.
- W2895598941 hasConcept C173608175 @default.
- W2895598941 hasConcept C21442007 @default.
- W2895598941 hasConcept C2776221188 @default.
- W2895598941 hasConcept C2779851693 @default.
- W2895598941 hasConcept C2780513914 @default.
- W2895598941 hasConcept C41008148 @default.
- W2895598941 hasConcept C42935608 @default.
- W2895598941 hasConcept C83283714 @default.
- W2895598941 hasConcept C9390403 @default.
- W2895598941 hasConceptScore W2895598941C111919701 @default.
- W2895598941 hasConceptScore W2895598941C118524514 @default.
- W2895598941 hasConceptScore W2895598941C142962650 @default.
- W2895598941 hasConceptScore W2895598941C149635348 @default.
- W2895598941 hasConceptScore W2895598941C173608175 @default.
- W2895598941 hasConceptScore W2895598941C21442007 @default.
- W2895598941 hasConceptScore W2895598941C2776221188 @default.
- W2895598941 hasConceptScore W2895598941C2779851693 @default.
- W2895598941 hasConceptScore W2895598941C2780513914 @default.
- W2895598941 hasConceptScore W2895598941C41008148 @default.
- W2895598941 hasConceptScore W2895598941C42935608 @default.
- W2895598941 hasConceptScore W2895598941C83283714 @default.
- W2895598941 hasConceptScore W2895598941C9390403 @default.
- W2895598941 hasLocation W28955989411 @default.
- W2895598941 hasOpenAccess W2895598941 @default.
- W2895598941 hasPrimaryLocation W28955989411 @default.
- W2895598941 hasRelatedWork W2063534976 @default.
- W2895598941 hasRelatedWork W2085239773 @default.
- W2895598941 hasRelatedWork W2320652536 @default.
- W2895598941 hasRelatedWork W2335892429 @default.
- W2895598941 hasRelatedWork W2786630979 @default.
- W2895598941 hasRelatedWork W2895598941 @default.
- W2895598941 hasRelatedWork W2995926156 @default.
- W2895598941 hasRelatedWork W4295855328 @default.
- W2895598941 hasRelatedWork W4319918345 @default.
- W2895598941 hasRelatedWork W2187288428 @default.
- W2895598941 isParatext "false" @default.
- W2895598941 isRetracted "false" @default.
- W2895598941 magId "2895598941" @default.
- W2895598941 workType "article" @default.