Just presented our paper "Themes of Building LLM-based applications for Production" at @CAINconf in Ottawa.
Find a preprint, including a thematic map of relevant topics when engineering LLM-based systems π€, here: arxiv.org/pdf/2411.08574
π»β‘ A Survey on Energy-Efficient Software Development.
Is it optimized in Practice? What are problems and obstacles?
Take this survey to help explore strategies & challenges.
β³ 10 min for more clarity!
π umfrage.uni-leipzig.de/indexβ¦#SoftwareEngineering#GreenIT
Debugging performance bugs is a maze of complexity!
Our study uncovers how devs navigate and reason through them, revealing structured debugging episodes.
Catch my #FSEconf talk!
Preprint, w/@__mailach @SvenApel @JanetSiegmund @RaimundDachselt@Norbsen: sws.informatik.uni-leipzig.dβ¦
π #CAIN2025 Accepted Submission Spotlight!
π What are practitioners prioritizing for LLM-based systems? From RAG systems to risks, this paper (π₯ Authors: Alina Mailach, Sebastian Simon, Johannes Dorn, Norbert Siegmund) maps insights from 189 videos!
#LLM#AIEngineering#SE4AI
Congratulations! π
ScaDS.AI researcher @__mailach has made it into the top 10 applicants for the @ZEISS_Group Women Award. The Award recognizes ambitious female graduates in the field of Digital & IT.
π Find out more about her research: sws.informatik.uni-leipzig.dβ¦
We analyzed hyperparameter usage and tuning in 2000 ML code repositories and associated research papers!
I am excited to present Nikolai Kolyada, @christopher@martinpotthast, @bennostein, @norbsen, and my work later @CAINconf.
Join us if you want to learn more about it!
CAIN 2023 Candidates for Best Paper Award:
CAIN 2023 pre-selected 4 candidates for the Best Paper Award. The winner will be announced during the conference π
CAIN 2023 Candidates for Best Paper Award:
CAIN 2023 pre-selected 4 candidates for the Best Paper Award. The winner will be announced during the conference π
#FOSD23 is now officially closed. We had a great week with excellent talks and discussions. Thanks a lot to the keynote speakers, participants, and everyone involved.
Today at 7pm, the 14th edition of the Meeting on Feature-Oriented Software Development #FOSD23 will start at this beautiful villa in Ulm, Germany.
The schedule for tomorrow is now available at the website: fosd23.uni-ulm.de/#talks
Does more data always reduce the uncertainty in performance-influence models and what can we learn from options with unreliable performance influence? Find out in our recently accepted @emsejournal paper with @SvenApel and @Norbsen!
Preprint: se.cs.uni-saarland.de/publicβ¦
ALT Title page of the paper "Mastering Uncertainty in Performance Estimations of Configurable Software Systems" featuring its title as well as the authors Johannes Dorn, Sven Apel, and Norbert Siegmund and the abstract.