Proposals

Innovative Satellite LoRa use cases Machine learning on optical fiber sensor data Data Attribution on Progressive Datasets for Deep Learning Extreme networking Big data processing with Apache Wayang Combine Knowledge Graph Embeddings and Reasoning MCP server for Apache Wayang Reduce energy consumption with Apache Wayang Training data generation for data management systems BLOX for Deep Learning Task Scheduling with GPU Collocation Checkpointing during Deep Learning Training GPU Memory Dataset with a focus on Transformer-Based Models Predicting GPU utilization for Deep learning training Learning-to-rank methods for query optimization Character Maps in Query Processing Database-Driven JS Game Framework Good or Bad: LLM-Generated Datasets Min-Max Statistics in DuckDB Role-Based Access Control in Data Lakes Alternative IO backends for Database Systems and SSDs Benchmarking Edge Devices for Data-Intensive Applications Efficient Data Selection Methods for Machine Learning Framework for Systematic Performance Experiments for Machine Learning Going Beyond Memory with GPU-based Data Analytics Resource Management on Tiny Hardware

Projects