AI Networking Cookbook: Practical recipes for AI-assisted network automation and development
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This work investigates the memory capabilities of the NVIDIA DGX Spark, a novel platform featuring a unified memory architecture where DDR memory is located on the CPU and is fully accessible from the GPU.
Oasis is a data-processing SmartNIC that offloads Parquet decoding into the network datapath as a custom hardware accelerator, and shows that Oasis hides the cost of Parquet decoding behind the network datapath with minimal overhead, overlapping the scan with the remainder of the query execution.
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