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Prof. Dr. Klaus-Robert Müller, Dr. Grégoire Montavon, Prof. Dr. Wojciech Samek, Leila Arras
Explaining the Decisions of Convolutional and Recurrent Neural Networks. Mathematical Aspects of Deep Learning.
Prof. Dr. Volker Markl, Dr. Sebastian Schelter, Dr. Zoi Kaoudi
DORIAN in action: Assisted Design of Data Science Pipelines
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
Philipp Wiesner, Thorsten Wittkopp, Dr. Lauritz Thamsen, Prof. Dr. Odej Kao, Dominik Scheinert
Cucumber: Renewable-Aware Admission Control for Delay-Tolerant Cloud and Edge Workloads
Thomas Zinner, Prof. Dr. Anja Feldmann, Dr. Habib Mostafaei, Prof. Georgios Smaragdakis, Ph.D.
Delay-Resitant Geo-Distributed Analytics
Masoud Gholami, Dr. Florian Schintke
IOSIG: Declarative I/O-stream properties using pragmas
Shafi Afridi, Jemal Abawajy, Dr. Habib Mostafaei
Network-aware worker placement for wide-area streaming analytics
Bonaventura Del Monte, Prof. Dr. Volker Markl, Prof. Dr. Tilmann Rabl, Dr. Steffen Zeuch
Rethinking Stateful Stream Processing with RDMA
Clemens Lutz, Sebastian Breß, Prof. Dr. Volker Markl, Prof. Dr. Tilmann Rabl, Dr. Steffen Zeuch
Triton Join: Efficiently Scaling the Operator State on GPUs with Fast Interconnects
Alexander Renz-Wieland, Rainer Gemulla, Prof. Dr. Volker Markl, Dr. Zoi Kaoudi