Lukas Weber
Orcid: 0000-0003-0621-1151
According to our database1,
Lukas Weber
authored at least 20 papers
between 2019 and 2023.
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Bibliography
2023
Novel Architectures for Offloading and Accelerating Computations in Artificial Intelligence and Big Data.
PhD thesis, 2023
Proceedings of the 4th Workshop on Evaluation and Comparison of NLP Systems, 2023
2022
Near-Data Processing in Database Systems on Native Computational Storage under HTAP Workloads.
Proc. VLDB Endow., 2022
On the necessity of explicit cross-layer data formats in near-data processing systems.
Distributed Parallel Databases, 2022
Exploiting High-Bandwidth Memory for FPGA-Acceleration of Inference on Sum-Product Networks.
Proceedings of the IEEE International Parallel and Distributed Processing Symposium, 2022
Proceedings of the International Conference on Management of Data, 2022
2021
Efficient Operator Sharing Modulo Scheduling for Sum-Product Network Inference on FPGAs.
Proceedings of the Embedded Computer Systems: Architectures, Modeling, and Simulation, 2021
A Framework for the Automatic Generation of FPGA-based Near-Data Processing Accelerators in Smart Storage Systems.
Proceedings of the IEEE International Parallel and Distributed Processing Symposium Workshops, 2021
Optimizing a Hardware Network Stack to Realize an In-Network ML Inference Application.
Proceedings of the IEEE/ACM International Workshop on Heterogeneous High-performance Reconfigurable Computing, 2021
Proceedings of the 17th International Workshop on Data Management on New Hardware, 2021
2020
nKV in Action: Accelerating KV-Stores on NativeComputational Storage with Near-Data Processing.
Proc. VLDB Endow., 2020
On the Necessity of Explicit Cross-Layer Data Formats in Near-Data Processing Systems.
Proceedings of the 36th IEEE International Conference on Data Engineering Workshops, 2020
Improved Path Planning with Memory Efficient A* Algorithm and Optimization of Narrow Passages.
Proceedings of the Hybrid Intelligent Systems, 2020
Comparison of Arithmetic Number Formats for Inference in Sum-Product Networks on FPGAs.
Proceedings of the 28th IEEE Annual International Symposium on Field-Programmable Custom Computing Machines, 2020
Proceedings of the 16th International Workshop on Data Management on New Hardware, 2020
2019
High-Throughput Multi-Threaded Sum-Product Network Inference in the Reconfigurable Cloud.
Proceedings of the 2019 IEEE/ACM International Workshop on Heterogeneous High-performance Reconfigurable Computing, 2019
Proceedings of the International Conference on Field-Programmable Technology, 2019
Proceedings of the International Conference on Field-Programmable Technology, 2019