Kubernetes Scaling

Dash Enterprise is the only analytic app deployment platform that can scale to New York Times levels of traffic.

Dash applications are stateless by design - no information about the state of the client is stored on the Dash server. Instead, the client state (with users logged in and radio buttons selected, etc) is bundled into each request to the Dash server.

Why is this important? With stateless design, Dash application servers can scale horizontally on modern infrastructure like Kubernetes.

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Stateless design
Horizontal scaling
AWS/Azure
High Availability

Dash scales because it's stateless.

Unlike Shiny, Streamlit, Voila, or Jupyter, Dash was architected to have a stateless back end.

As stateless input/output machines, Dash Enterprise can add Dash servers dynamically without the overhead of plugging into a global back-end store.

What's more, stateless back ends preserve app state through poor network connectivity. You'll never again see this dreaded Shiny error message, "Disconnected from the server. Reload."

Trusted scalability.

Dash is used by the largest, most secure organizations and governments in the world. If you need to scale a mission-critical AI initiative, Dash Enterprise is the only analytic app platform that truly scales.

OricaFirst Republic BankNvidaTeslaIQTS&P GlobalShellAmgenAir Canada
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