Abstract: A method for optimizing operations of high-performance computing (HPC) systems includes collecting data associated with a plurality of workload performance profiling counters associated with a workload during runtime of the workload in an HPC system. Based on the collected data, the method includes using a machine-learning technique to classify the workload by determining a workload-specific fingerprint for the workload. The method includes identifying an optimization metric to optimize during running of the workload in the HPC system. The method includes determining an optimal setting for a plurality of tunable hardware execution parameters as measured against the optimization metric by varying at least a portion of the plurality of tunable hardware execution parameters.

Abstract: A method and a device for operating an automated vehicle. The method includes a step of detecting surroundings data values, a step of determining positions and/or predicted movements of objects in the surroundings of the automated vehicle, a step of carrying out a first comparison of the surroundings data values and/or of the positions and/or of the predicted movements using an external server, a step of determining a driving strategy for the automated vehicle as a function of the positions and/or predicted movements of the objects and as a function of the first comparison, a step of carrying out a second comparison of the driving strategy using the external server, and a step of operating the automated vehicle as a function of the driving strategy and as a function of the second comparison.

Abstract: It is problematic that modern classrooms are often not so flexibly usable that said classrooms are suitable for lecture-style teaching and also for natural-science teaching with practical instructional content. Therefore, the invention relates to a laboratory device (1), comprising a cabinet (10), which has an internal cabinet space (11), wherein a laboratory bench (20) is supported at the cabinet (10) in such a way that the laboratory bench can be pivoted about an axis of rotation (A), and wherein the laboratory bench (20) is positioned in the cabinet space (11) in a first pivot position (P1) about the pivot axis (A) and is arranged at least partially outside of the cabinet space (11) in a second pivot position (P2) about the axis of rotation (A).

Abstract: It is problematic that modern classrooms are often not so flexibly usable that said classrooms are suitable for lecture-style teaching and also for natural-science teaching with practical instructional content. Therefore, the invention relates to a laboratory device (1), comprising a cabinet (10), which has an internal cabinet space (11), wherein a laboratory bench (20) is supported at the cabinet (10) in such a way that the laboratory bench can be pivoted about an axis of rotation (A), and wherein the laboratory bench (20) is positioned in the cabinet space (11) in a first pivot position (P1) about the pivot axis (A) and is arranged at least partially outside of the cabinet space (11) in a second pivot position (P2) about the axis of rotation (A).

Abstract: The invention is related to a table device (1) comprising a tabletop (2) with an upper side (3) and an underside (4), and also at least one table leg (5) connected to the tabletop (2). An inductive charging device (10) is arranged between the upper side (3) and the underside (4) of the tabletop (2) in the direction of the height (H). The table device (1) further comprises a control device (20) that is connected in a communicating manner to at least one touch panel (21) on the upper side (3) of the tabletop (2), which is arranged between the upper side (3) and the underside (4) of the tabletop (2) in the direction of the height (H), wherein cableless control signals (S) can be emitted from the control unit to external electrical devices.