The DESQ Framework for Declarative and Scalable Frequent Sequence Mining. - Kaustubh Beedkar; Rainer Gemulla; Alexander Renz-Wieland (GI-Jahrestagung, 2019)

Scalable Frequent Sequence Mining with Flexible Subsequence Constraints. - Alexander Renz-Wieland; Matthias Bertsch; Rainer Gemulla (ICDE, 2019)

Dynamic Parameter Allocation in Parameter Servers. - Alexander Renz-Wieland; Rainer Gemulla; Steffen Zeuch; Volker Markl (Proc. VLDB Endow., 2020)

Replicate or Relocate? Non-Uniform Access in Parameter Servers. - Alexander Renz-Wieland; Rainer Gemulla; Zoi Kaoudi; Volker Markl (CoRR, 2021)

Just Move It! Dynamic Parameter Allocation in Action. - Alexander Renz-Wieland; Tobias Drobisch; Zoi Kaoudi; Rainer Gemulla; Volker Markl (Proc. VLDB Endow., 2021)

NuPS: A Parameter Server for Machine Learning with Non-Uniform Parameter Access. - Alexander Renz-Wieland; Rainer Gemulla; Zoi Kaoudi; Volker Markl (SIGMOD Conference, 2022)

Good Intentions: Adaptive Parameter Servers via Intent Signaling. - Alexander Renz-Wieland; Andreas Kieslinger; Robert Gericke; Rainer Gemulla; Zoi Kaoudi; Volker Markl (CoRR, 2022)

Good Intentions: Adaptive Parameter Management via Intent Signaling. - Alexander Renz-Wieland; Andreas Kieslinger; Robert Gericke; Rainer Gemulla; Zoi Kaoudi; Volker Markl (CIKM, 2023)

Adaptive parameter servers. - Alexander Renz-Wieland (2023)