Airbnb

Building a fault-tolerant metrics storage system at Airbnb

Building a metrics storage system capable of ingesting 50 million samples per second while reliably storing 2.5 petabytes of time series data at scale.

observability storage-systems
5 min
Airbnb

What COVID did to our forecasting models (and what we built to handle the next shock)

Building forecasting models that remain accurate during sudden market shocks like a global pandemic, where historical data no longer predicts future outcomes.

ml-systems observability
5 min