Abstract: A pipeline system for time-series data forecasting using a distributed computing environment is disclosed herein. In one example, a pipeline for forecasting time series is generated. The pipeline represents a sequence of operations for processing the time series to produce forecasts. The sequence of operations include model strategy operations for applying various model strategies to the time series to determine error distributions corresponding to the model strategies. The sequence of operations further include a model-strategy comparison operation for determining which of the model strategies is a champion model strategy for the plurality of time series based on the error distributions of the model strategies. The pipeline is executed to determine the champion model strategy for the time series.

Abstract: A pipeline system for time-series data forecasting using a distributed computing environment is disclosed herein. In one example, a pipeline for forecasting time series is generated. The pipeline represents a sequence of operations for processing the time series to produce forecasts. The sequence of operations include model strategy operations for applying various model strategies to the time series to determine error distributions corresponding to the model strategies. The sequence of operations further include a model-strategy comparison operation for determining which of the model strategies is a champion model strategy for the plurality of time series based on the error distributions of the model strategies. The pipeline is executed to determine the champion model strategy for the time series.

Abstract: This disclosure provides methods of flash sintering and composition created by these methods.

Abstract: The present invention relates to a process for the production of ceramic resistors using of the sol-gel process, comprising filling moulds with a sol obtained using at least one silicon alkoxide and at least one ceramic powder and exposing the moulds thus filled to a pyrolytic environment, in such a way as to obtain the ceramic resistors.

Abstract: The present invention concerns the manufacture of ESP glass rupture disks with failure resistance higher than 320 MPa able to shatter into microscopic pieces following the stable growth of the superficial flaws. It also concerns the manufacture of ESP glass rupture disk having low variability of rupture pressure (pmax) values, i.e. having pre-determined fixed pmax value. The present invention is also directed to provide design criteria for the manufacture of ESP glass rupture disks having a pre-determined fixed failure resistance and pre-defined rupture pressure pmax.