Abstract: A system and method for real-time operational predictive scoring of components and services of an information technology system (ITS) for forecasting and assessing performance of the components of the ITS are provided. A data pipeline is configured to collect and store, in real-time, multiple time series signals corresponding to health, performance, and functionality of each of the components of the ITS. An operational predictive score (OPS) engine of a scoring module calculates an OPS for each of the time series signals. An OPS roll-up module of the scoring module calculates an OPS for each of the components and services in the ITS by aggregating the OPS for the individual time series signals. An alerting engine to notify operational issues and provide root cause analysis using OPS score decomposition. A visualization layer for OPS based analytics.

Abstract: A system and method for real-time operational predictive scoring of components and services of an information technology system (ITS) for forecasting and assessing performance of the components of the ITS are provided. A data pipeline is configured to collect and store, in real-time, multiple time series signals corresponding to health, performance, and functionality of each of the components of the ITS. An operational predictive score (OPS) engine of a scoring module calculates an OPS for each of the time series signals. An OPS roll-up module of the scoring module calculates an OPS for each of the components and services in the ITS by aggregating the OPS for the individual time series signals. An alerting engine to notify operational issues and provide root cause analysis using OPS score decomposition. A visualization layer for OPS based analytics.

Abstract: A method for extracting array elements from an image of an array, the array being contained within a well of a substrate is provided. The method comprises detecting coordinate locations of frequency spectrum peaks in the image by establishing local regions of the image, each local region containing a distinct frequency spectrum peak of the image; determining grid spacing and rotational characteristics of the image by analyzing the detected coordinate locations of the frequency spectrum peaks with a Fourier transform analysis; using the grid spacing and rotational characteristics of the image to generate a well template, the well template accounting for each array element's relative location within the well; and cross-correlating the generated well template with the image of the array to determine matched locations, the cross-correlated well template accounting for each array element's actual coordinate location within the well.