Lukas Sommer
Orcid: 0000-0003-1918-3911
According to our database1,
Lukas Sommer
authored at least 31 papers
between 2017 and 2024.
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Bibliography
2024
On Demand Specialization of SYCL Kernels with Specialization Constant Length Allocations (SCLA).
Proceedings of the 12th International Workshop on OpenCL and SYCL, 2024
Proceedings of the IEEE/ACM International Symposium on Code Generation and Optimization, 2024
2023
ACM Trans. Archit. Code Optim., June, 2023
Proceedings of the 2023 International Workshop on OpenCL, 2023
Proceedings of the 2023 International Workshop on OpenCL, 2023
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
SPNC: An Open-Source MLIR-Based Compiler for Fast Sum-Product Network Inference on CPUs and GPUs.
Proceedings of the IEEE/ACM International Symposium on Code Generation and Optimization, 2022
2021
PhD thesis, 2021
Efficient Operator Sharing Modulo Scheduling for Sum-Product Network Inference on FPGAs.
Proceedings of the Embedded Computer Systems: Architectures, Modeling, and Simulation, 2021
Proceedings of the Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 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 32nd IEEE International Conference on Application-specific Systems, 2021
2020
Improving Job Launch Rates in the TaPaSCo FPGA Middleware by Hardware/Software-Co-Design.
Proceedings of the 2020 IEEE/ACM International Workshop on Runtime and Operating Systems for Supercomputers, 2020
Using Parallel Programming Models for Automotive Workloads on Heterogeneous Systems - a Case Study.
Proceedings of the 28th Euromicro International Conference on Parallel, 2020
Proceedings of the OpenMP: Portable Multi-Level Parallelism on Modern 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 20th International Conference on Embedded Software, 2020
Extending High-Level Synthesis with High-Performance Computing Performance Visualization.
Proceedings of the IEEE International Conference on Cluster Computing, 2020
2019
ACM Trans. Reconfigurable Technol. Syst., 2019
J. Supercomput., 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
DAPHNE - An automotive benchmark suite for parallel programming models on embedded heterogeneous platforms: work-in-progress.
Proceedings of the International Conference on Embedded Software Companion, 2019
Extending LLVM for Lightweight SPMD Vectorization: Using SIMD and Vector Instructions Easily from Any Language.
Proceedings of the IEEE/ACM International Symposium on Code Generation and Optimization, 2019
2018
Automatic Mapping of the Sum-Product Network Inference Problem to FPGA-Based Accelerators.
Proceedings of the 36th IEEE International Conference on Computer Design, 2018
Dependence Graph Preprocessing for Faster Exact Modulo Scheduling in High-Level Synthesis.
Proceedings of the 28th International Conference on Field Programmable Logic and Applications, 2018
2017
Proceedings of the International Conference on ReConFigurable Computing and FPGAs, 2017
Proceedings of the 28th IEEE International Conference on Application-specific Systems, 2017