Abstract: Inference results of a machine learning model and associated inputs are collected. An inference request is received. A determination is made whether a request input of the inference request matches at least one collected input of a set of collected inputs. In response to determining that the request input matches at least one collected input in the set of collected inputs, an inference result is determined using one or more collected inference results associated with said one or more matching inputs in the set of collected inputs.

Abstract: A method, a computer program product, and a system for scheduling a first query execution plan for executing a first query for accessing first data sets of data of a relational database system (RDBS) and a second query execution plan for executing a second query for accessing second data sets of the data. The data is divided into data blocks of data sets of the data, wherein metadata of the RDBS comprises respective information about at least one property of the data sets of a respective data block of the data blocks. The scheduling may be performed on the basis of an examination if there is a common partition between a first partition of data blocks which may fulfill a first condition according to the first query and a second partition of data blocks which may fulfill a second condition according to the second query.

Abstract: Computer-based methods and systems are described wherein at least one content provider, a portal and a user are coupled to a communications network or content delivery network. The content provider provides means for generating information in a markup language and for sending the information to a portal. The portal comprises means for combining information received from one or more content providers and for sending the combined information to the user.

Abstract: The present invention discloses a system and method for delegated page specialization based on a page layer concept. A page consist of a set of layers. Except the first layer each layer represents a delta (container, frames) in its layout to its previous layer introduced on the corresponding level of administration. Administrators can modify the previous layers by defining new immutable and optional containers or frames on the page (delta). Only the deltas to the previous layers are stored with assignments to their parent layers. Immutable containers or frames of previous layers cannot be modified. The final page is automatically constructed as an union of deltas being stored in a so called tree-structure. The delegated page specialization is preferably accomplished via a GUI-component which supports the administrators.

Abstract: Computer-based methods and systems are described wherein at least one content provider, a portal and a user are coupled to a communications network or content delivery network. The content provider provides means for generating information in a markup language and for sending the information to a portal. The portal comprises means for combining information received from one or more content providers and for sending the combined information to the user.