Présidents de session
Common approaches: Presentations
- Thomas Vuillaume (LAPP, CNRS)
Common approaches: Discussion groups
- Jutta Schnabel (FAU Erlangen (ECAP))
Common approaches: Summary & Outlook
- Elena Cuoco
Description
Discussions and talks on combined workflows
With the exponential increase in available data, new data analysis paradigms are required. The tradition single source science approaches used for nowadays data archives do not scale with recent data challenges. Machine learning is one of the key tools to provide an assistance in dealing with this data avalanche. This brings forth new topics to be dealt with:
- pre-processing and compressed...
The amount of data to be processed by scientific experiments is ever-increasing, and the time-to-insight from recording to benefitting from the data is becoming a more relevant benchmark than for previous instruments.
In this discussion we will try to understand if there are common use cases and what solutions are implemented by the experiments of the participants to meet this challenge,...
