Abstract: Methods, systems, and computer readable mediums for optimizing data processing are disclosed. According to one exemplary embodiment, a method for optimizing data processing includes receiving data usage information associated with at least one user-defined key performance indicator (KPI), determining, using the data usage information, optimization information for optimizing data processing, and providing the optimization information to at least one resource.

Abstract: Methods, systems, and computer readable mediums for sharing user activity data are disclosed. According to one example, a method includes receiving a collection of user activity records, wherein each of the user activity records is associated with at least one user-defined system management query and analyzing the collection of user activity records to identify one or more correlations existing among the user-defined system management queries. The method further includes generating system management compilation data based on the identified one or more correlations and distributing the system management compilation data to a plurality of subscriber entities.

Abstract: A probabilistic classifying system for a distributed computing environment includes a computer-executable system for obtaining multiple measured values associated with the operation of a plurality of resources of a distributed computing environment. The system uses the measured values to generate a health metric assessment using a probabilistic classifier in which the health metric assessment comprising one of multiple finite health metric assessments. The probabilistic classifier generates the health metric assessment according to the obtained measured values and a statistical inference upon at least a portion of a plurality of previously obtained measured values of the resources of the distributed computing environment.

Abstract: Aspects of the present disclosure involve converged infrastructures, and more particularly, systems that automatically select an application programming interface for use in connecting one or more components of the converged infrastructure with management software. Component information is obtained for a particular component within the converged infrastructure. The component information is used in conjunction with various selection metrics to identify an applicable application programming interface.