2021 · 23 citations · 18 references
ComputingComputer EngineeringComputer ScienceComputer ArchitectureParallel ComputingScientific ComputingAccelerator ArchitectureData CompressionGraphics Processing Unit ArchitectureGraphics Processing UnitsHardware AccelerationLossless Data CompressionAccelerator MicroarchitectureAcceleratorsBandwidthCompression TechniquesCompressorsGpu AcceleratorsGpu ArchitectureScientific Computing On Gpus
Lossless data compression is a promising software approach for reducing the bandwidth requirements of scientific applications on accelerator clusters without introducing approximation errors. Suitable compressors must be able to effectively compact floating-point data while saturating the system interconnect to avoid introducing unnecessary latencies.
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