High Performance Computing
Dash Enterprise > Enterprise AI Features > High Performance Computing
Dash Enterprise puts Python's most popular HPC stack in the hands of business users.
Over the past 2 years, Dask and NVIDIA RAPIDS have changed the Python HPC landscape. Heavy, expensive Spark clusters are no longer necessary for terabyte-scale work in Python.
Dash Enterprise ships with turnkey support for horizontally scalable Dask clusters and GPU computing. Scroll below to see a few demos.
“Working with Plotly Dash, we can now do real-time COVID-19 infection rate analysis.”
RAPIDS + Dash:
Visualize insanely big data insanely fast
📈 Interactively visualize 300 Million+ datapoints in a web browser with a single GPU.
🌎 GPU acceleration lets analysts zoom between global, national, and individual level data in real-team.
🐼 In this demo, CPU aggregation (Pandas) is >20x slower than GPU aggregation (RAPIDS cuDF).
🎥 Watch an aggregation in this demo that takes Pandas 98 seconds and RAPIDS cuDF 0.59 seconds.
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