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Ahmed Osman, Prof. Dr. Klaus-Robert Müller, Prof. Dr. Grégoire Montavon, Prof. Dr. Wojciech Samek, Leila Arras

Explaining the Decisions of Convolutional and Recurrent Neural Networks. Mathematical Aspects of Deep Learning.

November 01 , 2022
https://iphome.hhi.de/samek/pdf/SamMADL22.pdf

Prof. Dr. Volker Markl, Dr. Sebastian Schelter, Dr. Zoi Kaoudi

DORIAN in action: Assisted Design of Data Science Pipelines

September 05 , 2022
https://www.vldb.org/pvldb/vol15/p3714-redyuk.pdf

Ahmet Kerem Aksoy, Pavel Dushev, Holmer Hemsen, Marcela Charfuelan, Prof. Dr. Volker Markl, Prof. Dr. Begüm Demir, Dr. Jorge-Arnulfo Quiané-Ruiz, Dr. Eleni Tzirita Zacharatou

Satellite Image Search in AgoraEO

August 23 , 2022
https://doi.org/10.48550/arXiv.2208.10830

Philipp Wiesner, Thorsten Wittkopp, Dr. Lauritz Thamsen, Prof. Dr. Odej Kao

Cucumber: Renewable-Aware Admission Control for Delay-Tolerant Cloud and Edge Workloads

August 01 , 2022
https://doi.org/10.1007/978-3-031-12597-3_14

Thomas Zinner, Prof. Dr. Anja Feldmann, Dr. Habib Mostafaei, Prof. Georgios Smaragdakis, Ph.D.

Delay-Resitant Geo-Distributed Analytics

July 20 , 2022
https://doi.org/10.1109/TNSM.2022.3192710

Bonaventura Del Monte, Prof. Dr. Volker Markl, Prof. Dr. Tilmann Rabl, Dr. Steffen Zeuch

Rethinking Stateful Stream Processing with RDMA

June 11 , 2022
https://doi.org/10.1145/3514221.3517826