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Why We Put GPUs in the Database
Navigating the Confluence of Hardware Evolution and Machine Learning Technology
The intersection of hardware advancements and machine learning (ML) innovations has deep implications for databases. The integration of GPUs into Postgres is a response to the growing demand for real-time, sophisticated data processing, enabling advanced analytics, machine learning model training, and inference with increasing tight latency constraints against increasingly large scale data. In ...