Our paper titled “Energy vs Privacy: Estimating the Ecological Impact of FederatedLearning” has been accepted for publication at the 14th ACM International Conference on Future Energy Systems (e-Energy 2023)!
Author Archives: Ruben Mayer
Paper accepted at ACM Computing Surveys!
Our paper titled “The Evolution of Distributed Systems for Graph Neural Networks and their Origin in Graph Processing and Deep Learning: A Survey” has just been accepted for publication at ACM Computing Systems. In the paper, we draw parallels between distributed graph processing, deep learning and graph neural network systems. It brings together our differentContinue reading “Paper accepted at ACM Computing Surveys!”
Survey Paper accepted at IJCAI 2023!
Our paper titled “A Survey on Dataset Distillation: Approaches, Applications and Future Directions” has been accepted for publication at the 32nd International Joint Conference on Artificial Intelligence!
Professor at University of Bayreuth
I’ve started a new position as a tenured professor of computer science at the University of Bayreuth. I’m going to build up a new research group there, the Chair of Data Systems. If you’re interested in a PhD or PostDoc position, please contact me!
Paper accepted at ICDE
Our paper titled “Partitioner Selection with EASE to Optimize Distributed Graph Processing” has been accepted at IEEE International Conference on Data Engineering (ICDE 2023). It explores the use of machine learning to automate the selection of the optimal graph partitioning algorithm for a given distributed graph processing problem.
Program Committee Memberships
I’m a member of the program committee of several conferences in 2023. Among others, ACM International Conference on Middleware 2023, and IEEE International Conference on Fog and Edge Computing 2023.
SIGMOD Paper Accepted!
Our paper entitled “How To Optimize My Blockchain? A Multi-Level Recommendation Approach” has been accepted for publication at the ACM SIGMOD 2023 conference!
EU Staff Exchange Project “CLOUDSTARS”
I’m happy to announce that our project “CLOUDSTARS – Cloud Open Source Research Mobility Network” has been granted. There are in total 18 partners from industry and academia with a funding volume of 1.4 M EUR. The project allows the partners to send researchers to the corresponding partner institution to perform research together.
ACM e-Energy Paper Accepted
Our paper titled “Federated Office Plug-Load Identification for Building Management Systems” has been accepted at the Thirteenth ACM International Conference on Future Energy Systems (ACM e-Energy 2022)!
Startup Mentorship (EXIST)
I am apointed as a mentor of the EXIST-funded startup RYVER.AI. They provide software to generate synthetic data and assess its privacy as well as quality. More information: https://ryver.ai/ Find more information on EXIST: https://www.exist.de/