Lukas Weber

21 papers C 4Misc 1Journal 5Unranked 10
YearRankTypeTitle / Venue / Authors
2023 — —
Novel Architectures for Offloading and Accelerating Computations in Artificial Intelligence and Big Data.
Lukas Weber
2023 — conf
One Hip Wonder: 1D-CNNs Reduce Sensor Requirements for Everyday Gait Analysis.
ICANN (10)
Jens Seemann, Tim Loris, Lukas Weber, Matthis Synofzik, Martin A. Giese, Winfried Ilg
2023 — conf
WRF: Weighted Rouge-F1 Metric for Entity Recognition.
Eval4NLP
Lukas Weber, Krishnan Jothi Ramalingam, Matthias Beyer, Axel Zimmermann
2022 — conf
Exploiting High-Bandwidth Memory for FPGA-Acceleration of Inference on Sum-Product Networks.
IPDPS Workshops
Lukas Weber, Johannes Wirth, Lukas Sommer, Andreas Koch
2022 J jnl
Near-Data Processing in Database Systems on Native Computational Storage under HTAP Workloads.
Proc. VLDB Endow.
Tobias Vinçon, Christian Knödler, Leonardo Solis-Vasquez, Arthur Bernhardt, Sajjad Tamimi, Lukas Weber, Florian Stock, Andreas Koch, Ilia Petrov
2022 J jnl
On the necessity of explicit cross-layer data formats in near-data processing systems.
Distributed Parallel Databases
Lukas Weber, Tobias Vinçon, Christian Knödler, Leonardo Solis-Vasquez, Arthur Bernhardt, Ilia Petrov, Andreas Koch
2022 C conf
Result-Set Management for NDP Operations on Smart Storage.
DaMoN
Tobias Vinçon, Christian Knödler, Arthur Bernhardt, Leonardo Solis-Vasquez, Lukas Weber, Andreas Koch, Ilia Petrov
2021 — conf
A Framework for the Automatic Generation of FPGA-based Near-Data Processing Accelerators in Smart Storage Systems.
IPDPS Workshops
Lukas Weber, Lukas Sommer, Leonardo Solis-Vasquez, Tobias Vinçon, Christian Knödler, Arthur Bernhardt, Ilia Petrov, Andreas Koch
2021 C conf
A cost model for NDP-aware query optimization for KV-stores.
DaMoN
Christian Knödler, Tobias Vinçon, Arthur Bernhardt, Ilia Petrov, Leonardo Solis-Vasquez, Lukas Weber, Andreas Koch
2021 J jnl
A quantum magnetic analogue to the critical point of water.
Nat.
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
2021 — conf
Efficient Operator Sharing Modulo Scheduling for Sum-Product Network Inference on FPGAs.
SAMOS
Hanna Kruppe, Lukas Sommer, Lukas Weber, Julian Oppermann, Cristian Axenie, Andreas Koch
2021 — conf
Optimizing a Hardware Network Stack to Realize an In-Network ML Inference Application.
H2RC@SC
Marco Hartmann, Lukas Weber, Johannes Wirth, Lukas Sommer, Andreas Koch
2021 J jnl
The TaPaSCo Open-Source Toolflow.
J. Signal Process. Syst.
Carsten Heinz, Jaco A. Hofmann, Jens Korinth, Lukas Sommer, Lukas Weber, Andreas Koch
2020 Misc conf
Comparison of Arithmetic Number Formats for Inference in Sum-Product Networks on FPGAs.
FCCM
Lukas Sommer, Lukas Weber, Martin Kumm, Andreas Koch
2020 C conf
Improved Path Planning with Memory Efficient A* Algorithm and Optimization of Narrow Passages.
HIS
Lukas Weber, Rolf Dornberger, Thomas Hanne
2020 — conf
On the Necessity of Explicit Cross-Layer Data Formats in Near-Data Processing Systems.
ICDE Workshops
Tobias Vinçon, Arthur Bernhardt, Lukas Weber, Andreas Koch, Ilia Petrov
2020 J jnl
nKV in Action: Accelerating KV-Stores on NativeComputational Storage with Near-Data Processing.
Proc. VLDB Endow.
Tobias Vinçon, Lukas Weber, Arthur Bernhardt, Andreas Koch, Ilia Petrov, Christian Knödler, Sergey Hardock, Sajjad Tamimi, Christian Riegger
2020 C conf
nKV: near-data processing with KV-stores on native computational storage.
DaMoN
Tobias Vinçon, Arthur Bernhardt, Ilia Petrov, Lukas Weber, Andreas Koch
2019 — conf
High-Throughput Multi-Threaded Sum-Product Network Inference in the Reconfigurable Cloud.
H2RC@SC
Micha Ober, Jaco A. Hofmann, Lukas Sommer, Lukas Weber, Andreas Koch
2019 — conf
Resource-Efficient Logarithmic Number Scale Arithmetic for SPN Inference on FPGAs.
FPT
Lukas Weber, Lukas Sommer, Julian Oppermann, Alejandro Molina, Kristian Kersting, Andreas Koch
2019 — conf
SkyCastle: A Resource-Aware Multi-Loop Scheduler for High-Level Synthesis.
FPT
Julian Oppermann, Lukas Sommer, Lukas Weber, Melanie Reuter-Oppermann, Andreas Koch, Oliver Sinnen