Acela is a cost-aware duration prediction system that improves software upgrade scheduling in datacenters, raising window utilization by 1.25X and completed upgrades by 41% on Meta production systems.
Forecasting, time series, and regression: an applied approach, volume 4
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Cost-aware Duration Prediction for Software Upgrades in Datacenters
Acela is a cost-aware duration prediction system that improves software upgrade scheduling in datacenters, raising window utilization by 1.25X and completed upgrades by 41% on Meta production systems.