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Lukas Weber
ORCID
Publication Activity (10 Years)
Years Active: 2019-2023
Publications (10 Years): 19
Top Topics
Query Optimization
Memory Efficient
Data Processing
Storage Systems
Top Venues
DaMoN
Proc. VLDB Endow.
FPT
IPDPS Workshops
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Publications
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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)