Abstract: Provided for herein may be a system for optimizing data-driven signals, comprising a database subsystem configured to retrieve rich time-series data, a signal scheduler subsystem configured to trigger a signal generator subsystem time interval, a data aggregator subsystem configured to retrieve and process data from the database subsystem, a signal generator subsystem configured to create a data-driven signal from data aggregated by the data aggregated subsystem, a signal sender subsystem configured to send object data, a data downloader subsystem; and a data analyzer subsystem configured to analyze and provide analysis on data in the database subsystem.

Abstract: Provided for is a system for processing rich time-series data. Such a system may comprise an Application Programming Interface (API) subsystem, the API subsystem providing an interface for a third-party data source to transmit data. The system may further include a data receiver subsystem, the data receiver subsystem configured to verify the incoming data, said verification comprising authenticating whether the incoming data is rich time-series data. Further, the system may include a data processor subsystem, a database subsystem configured to store data, and a monitoring subsystem configured to transmit one or more alerts.

Abstract: Provided for herein may be a system for optimizing data-driven signals, comprising a database subsystem configured to retrieve rich time-series data, a signal scheduler subsystem configured to trigger a signal generator subsystem time interval, a data aggregator subsystem configured to retrieve and process data from the database subsystem, a signal generator subsystem configured to create a data-driven signal from data aggregated by the data aggregated subsystem, a signal sender subsystem configured to send object data, a data downloader subsystem; and a data analyzer subsystem configured to analyze and provide analysis on data in the database subsystem.