| Comparison of Arithmetic Number Formats for Inference in Sum-Product Networks on FPGAs L Sommer, L Weber, M Kumm, A Koch 2020 IEEE 28th Annual International Symposium on Field-Programmable Custom …, 2020 | 29 | 2020 |
| The TaPaSCo Open-Source Toolflow: for the Automated Composition of Task-Based Parallel Reconfigurable Computing Systems C Heinz, J Hofmann, J Korinth, L Sommer, L Weber, A Koch Journal of Signal Processing Systems 93, 545-563, 2021 | 22 | 2021 |
| nKV: near-data processing with KV-stores on native computational storage T Vinçon, A Bernhardt, I Petrov, L Weber, A Koch Proceedings of the 16th International Workshop on Data Management on New …, 2020 | 20 | 2020 |
| Near-data processing in database systems on native computational storage under htap workloads T Vinçon, C Knödler, L Solis-Vasquez, A Bernhardt, S Tamimi, L Weber, ... Proceedings of the VLDB Endowment 15 (10), 1991-2004, 2022 | 13 | 2022 |
| nKV in action: accelerating KV-stores on native computational storage with near-data processing T Vincon, A Bernhardt, I Petrov, A Koch Proceedings of the VLDB Endowment 13 (12), 2981-2984, 2020 | 13 | 2020 |
| Resource-Efficient Logarithmic Number Scale Arithmetic for SPN Inference on FPGAs L Weber, L Sommer, J Oppermann, A Molina, K Kersting, A Koch 2019 International Conference on Field-Programmable Technology (ICFPT), 251-254, 2019 | 13 | 2019 |
| High-Throughput Multi-Threaded Sum-Product Network Inference in the Reconfigurable Cloud M Ober, J Hofmann, L Sommer, L Weber, A Koch 2019 IEEE/ACM International Workshop on Heterogeneous High-performance …, 2019 | 9 | 2019 |
| Optimizing a Hardware Network Stack to Realize an In-Network ML Inference Application M Hartmann, L Weber, J Wirth, L Sommer, A Koch 2021 IEEE/ACM International Workshop on Heterogeneous High-performance …, 2021 | 6 | 2021 |
| On the necessity of explicit cross-layer data formats in near-data processing systems L Weber, T Vinçon, C Knödler, L Solis-Vasquez, A Bernhardt, I Petrov, ... Distributed and Parallel Databases, 1-19, 2021 | 6 | 2021 |
| SkyCastle: A Resource-Aware Multi-Loop Scheduler for High-Level Synthesis J Oppermann, L Sommer, L Weber, M Reuter-Oppermann, A Koch, ... 2019 International Conference on Field-Programmable Technology (ICFPT), 36-44, 2019 | 5 | 2019 |
| A framework for the automatic generation of fpga-based near-data processing accelerators in smart storage systems L Weber, L Sommer, L Solis-Vasquez, T Vincon, C Knoedler, A Bernhardt, ... 2021 IEEE International Parallel and Distributed Processing Symposium …, 2021 | 3 | 2021 |
| Efficient Operator Sharing Modulo Scheduling for Sum-Product Network Inference on FPGAs H Kruppe, L Sommer, L Weber, J Oppermann, C Axenie, A Koch International Conference on Embedded Computer Systems, 242-258, 2021 | 2 | 2021 |
| On the Necessity of Explicit Cross-Layer Data Formats in Near-Data Processing Systems T Vinçon, A Bernhardt, L Weber, A Koch, I Petrov 2020 IEEE 36th International Conference on Data Engineering Workshops (ICDEW …, 2020 | 2 | 2020 |
| Result-set management for NDP operations on smart storage T Vincon, C Knödler, A Bernhardt, L Solis-Vasquez, L Weber, A Koch, ... Proceedings of the 18th International Workshop on Data Management on New …, 2022 | 1 | 2022 |
| Exploiting High-Bandwidth Memory for FPGA-Acceleration of Inference on Sum-Product Networks L Weber, J Wirth, L Sommer, A Koch 2022 IEEE International Parallel and Distributed Processing Symposium …, 2022 | 1 | 2022 |
| A cost model for NDP-aware query optimization for KV-stores C Knoedler, T Vincon, A Bernhardt, I Petrov, L Solis-Vasquez, L Weber, ... Proceedings of the 17th International Workshop on Data Management on New …, 2021 | 1 | 2021 |
| Result-Set Management for NDP Operations on Smart Storage [Extended Version] T Vinçon, C Knödler, A Bernhardt, L Solis-Vasquez, L Weber, A Koch, ... | | 2022 |
| The TaPaSCo Open-Source Toolflow for the Automated Composition of Task-Based Parallel Reconfigurable Computing Systems C Heinz, J Hofmann, J Korinth, L Sommer, L Weber, A Koch JOURNAL OF SIGNAL PROCESSING SYSTEMS FOR SIGNAL IMAGE AND VIDEO TECHNOLOGY, 2021 | | 2021 |
| Novel Architectures for Offloading and Accelerating Computations in Artificial Intelligence and Big Data LM Weber Technische Universität Darmstadt, 0 | | |
| Xiangwei Li Steven Liu Xinheng Liu Charles Lo Joel Mbongue M Asiatici, D Barton, N Beckwith, P Bhowmik, A Bucknall, Y Chen, ... | | |
Lukas SommerResearch Engineer, Codeplay SoftwareVerified email at acm.org
