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A static wiki generated by Hakyll and served by GitLab Pages. https://cbauer.pages.fraunhofer.de/wiki/

Business Decision System general interface

In this demonstration, we present a Quantum Alternating Algorithm designed to address Mixed Integer Linear Problems (MILP). The algorithm's efficacy is showcased through the resolution of an energy use case, employing CPU and GPU quantum simulators, as well as the IBM Quantum System at Ehningen.

Example Jekyll site using GitLab Pages: https://pages.gitlab.io/jekyll

Federated learning (FL) enables multiple devices to collaboratively train a global model while maintaining data on local servers. Each device trains the model on its local server and shares only the model updates (i.e., gradient weights) during the aggregation step. A significant challenge in FL is managing the feature distribution of novel, unbalanced data across devices. In this paper, we propose an FL approach using few-shot learning and aggregation of the model weights on a global server. We introduce a dynamic early stopping method to balance out-of-distribution classes based on representation learning, specifically utilizing the maximum mean discrepancy of feature embeddings between local and global models. An exemplary application of FL is orchestrating machine learning models along highways for interference classification based on snapshots from global navigation satellite system (GNSS) receivers. Extensive experiments on four GNSS datasets from two real-world highways and controlled environments demonstrate that our FL method surpasses state-of-the-art techniques in adapting to both novel interference classes and multipath scenarios.

Rospackage including launchfiles, configurations, dependencies and applications for running pitasc with gazebo

Node.js module with an abstract persistence manager in Cassandra for JavaScript objects.

This tool allows cloud customers to manage both their Access Lists and Firewall entries. Supports custom rules and Intranet-Rules which are automatically updated using the Intranet list provided by CC-Daten

Token Manager for (Flex-based) Abaqus Tokens. Configurable through policy file.