Anomaly Detection Method
This patent is based on the Asset "L-ADS: Live Anomaly Detection System". Status: submitted to the European Patent Office.
FeLix, the Federated Learning Framework
The Federated Learning is a rapidly growing field that enables the decentralized training of AI models while keeping data on the premises where it is generated.
Verifiable Credentials Template Generator
This Verifiable Credentials Template Generator can greatly simplify and automate the generation of VCs for organisations (public, private and third sector) issuing them, be it companies generating credentials for their employees or customers, legal person credentials to interact with public admin
FrameFocus: Intelligent Frame Selection from Videos for Object Detection Training
Object detection training addresses a common problem in both NLP and Computer Vision: the selection of data for model training.
Application of conformal prediction framework for Active Learning and Auto-labeling for Object Detection
The invention relates to a method for selecting images in a target image set including at least one image, the method comprising- for each image:
System and method to provide informed runtime predictions in High-Performance Computing
This solution tackles the challenge of measuring uncertainty in job duration predictions through a structured two-step process.
System and method to provide safe runtime predictions in High-Performance Computing
The solution presents a dynamic strategy aimed at optimizing execution time predictions within high-performance computing (HPC) systems.
Resource Optimization in HPC Systems via Automated Zombie Job Detection and Termination
This solution addresses the challenge of identifying zombie jobs in HPC environments through an automated and adaptive two-stage approach.
Jobs Similarity Evaluator
This solution enhances the optimization of HPC system usage by identifying jobs that closely resemble a currently analyzed workload.