Lukas Weber

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 19

Top Topics

Query Optimization

Memory Efficient

Data Processing

Storage Systems

Top Venues

Proc. VLDB Endow.

IPDPS Workshops

Publications

Lukas Weber, Krishnan Jothi Ramalingam, Matthias Beyer, Axel Zimmermann
WRF: Weighted Rouge-F1 Metric for Entity Recognition. Eval4NLP (2023)
Lukas Weber, Johannes Wirth, Lukas Sommer, Andreas Koch
Exploiting High-Bandwidth Memory for FPGA-Acceleration of Inference on Sum-Product Networks. IPDPS Workshops (2022)
Tobias Vinçon, Christian Knödler, Arthur Bernhardt, Leonardo Solis-Vasquez, Lukas Weber, Andreas Koch, Ilia Petrov
Result-Set Management for NDP Operations on Smart Storage. DaMoN (2022)
Lukas Weber, Tobias Vinçon, Christian Knödler, Leonardo Solis-Vasquez, Arthur Bernhardt, Ilia Petrov, Andreas Koch
On the necessity of explicit cross-layer data formats in near-data processing systems. Distributed Parallel Databases 40 (1) (2022)
Tobias Vinçon, Christian Knödler, Leonardo Solis-Vasquez, Arthur Bernhardt, Sajjad Tamimi, Lukas Weber, Florian Stock, Andreas Koch, Ilia Petrov
Near-Data Processing in Database Systems on Native Computational Storage under HTAP Workloads. Proc. VLDB Endow. 15 (10) (2022)
Hanna Kruppe, Lukas Sommer, Lukas Weber, Julian Oppermann, Cristian Axenie, Andreas Koch
Efficient Operator Sharing Modulo Scheduling for Sum-Product Network Inference on FPGAs. SAMOS (2021)
Lukas Weber, Lukas Sommer, Leonardo Solis-Vasquez, Tobias Vinçon, Christian Knödler, Arthur Bernhardt, Ilia Petrov, Andreas Koch
A Framework for the Automatic Generation of FPGA-based Near-Data Processing Accelerators in Smart Storage Systems. IPDPS Workshops (2021)
Julio Larrea Jiménez, Schelto P. G. Crone, Ellen Fogh, Mohamed E. Zayed, Rolf Lortz, Ekaterina Pomjakushina, Kazimierz Conder, Andreas M. Läuchli, Lukas Weber, Stefan Wessel, Andreas Honecker, Bruce Normand, Christian Rüegg, Philippe Corboz, Henrik M. Rønnow, Frederic Mila
A quantum magnetic analogue to the critical point of water. Nat. 592 (7854) (2021)
Christian Knödler, Tobias Vinçon, Arthur Bernhardt, Ilia Petrov, Leonardo Solis-Vasquez, Lukas Weber, Andreas Koch
A cost model for NDP-aware query optimization for KV-stores. DaMoN (2021)
Marco Hartmann, Lukas Weber, Johannes Wirth, Lukas Sommer, Andreas Koch
Optimizing a Hardware Network Stack to Realize an In-Network ML Inference Application. H2RC@SC (2021)
Carsten Heinz, Jaco A. Hofmann, Jens Korinth, Lukas Sommer, Lukas Weber, Andreas Koch
The TaPaSCo Open-Source Toolflow. J. Signal Process. Syst. 93 (5) (2021)
Lukas Weber, Rolf Dornberger, Thomas Hanne
Improved Path Planning with Memory Efficient A* Algorithm and Optimization of Narrow Passages. HIS (2020)
Tobias Vinçon, Lukas Weber, Arthur Bernhardt, Andreas Koch, Ilia Petrov, Christian Knödler, Sergey Hardock, Sajjad Tamimi, Christian Riegger
nKV in Action: Accelerating KV-Stores on NativeComputational Storage with Near-Data Processing. Proc. VLDB Endow. 13 (12) (2020)
Tobias Vinçon, Arthur Bernhardt, Lukas Weber, Andreas Koch, Ilia Petrov
On the Necessity of Explicit Cross-Layer Data Formats in Near-Data Processing Systems. ICDE Workshops (2020)
Tobias Vinçon, Arthur Bernhardt, Ilia Petrov, Lukas Weber, Andreas Koch
nKV: near-data processing with KV-stores on native computational storage. DaMoN (2020)
Lukas Sommer, Lukas Weber, Martin Kumm, Andreas Koch
Comparison of Arithmetic Number Formats for Inference in Sum-Product Networks on FPGAs. FCCM (2020)
Lukas Weber, Lukas Sommer, Julian Oppermann, Alejandro Molina, Kristian Kersting, Andreas Koch
Resource-Efficient Logarithmic Number Scale Arithmetic for SPN Inference on FPGAs. FPT (2019)
Julian Oppermann, Lukas Sommer, Lukas Weber, Melanie Reuter-Oppermann, Andreas Koch, Oliver Sinnen
SkyCastle: A Resource-Aware Multi-Loop Scheduler for High-Level Synthesis. FPT (2019)
Micha Ober, Jaco A. Hofmann, Lukas Sommer, Lukas Weber, Andreas Koch
High-Throughput Multi-Threaded Sum-Product Network Inference in the Reconfigurable Cloud. H2RC@SC (2019)