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Advancing GPU Analytics with RAPIDS Accelerator for Apache Spark and Alluxio
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- 1 Intro
- 2 TRENDS FOR ANALYTICS AND AIDATA PIPELINES
- 3 A MODERN DATA ANALYTICS OR AI PIPELINE
- 4 DATA ORCHESTRATION FOR GPU CLUSTERS WITHIN A SINGLE DATACENTER OR CLOUD
- 5 NVIDIA Brings GPU Acceleration to Apache Spark
- 6 Alluxio and RAPIDS Accelerator for Apache Spark
- 7 BENCHMARKING ENVIRONMENT
- 8 BENCHMARKING RESULTS
- 9 ALLUXIO CONFIGURATION
- 10 RAPIDS ACCELERATOR CONFIGURATION
- 11 DATA ACCESSIBILITY
- 12 ALLUXIO FILESYSTEM NAMESPACE
- 13 METADATA LOCALITY
- 14 ASYNCHRONOUS DATA OPERATIONS
- 15 References
