Holger Fröning
Orcid: 0000-0001-9562-0680Affiliations:
- Heidelberg University, Institute of Computer Engineering, Germany
According to our database1,
Holger Fröning
authored at least 95 papers
between 2002 and 2024.
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Bibliography
2024
Implications of Noise in Resistive Memory on Deep Neural Networks for Image Classification.
CoRR, 2024
2023
ACM Comput. Surv., November, 2023
Compressing the Backward Pass of Large-Scale Neural Architectures by Structured Activation Pruning.
CoRR, 2023
On Performance Analysis of Graphcore IPUs: Analyzing Squared and Skewed Matrix Multiplication.
CoRR, 2023
Concurr. Comput. Pract. Exp., 2023
Proceedings of the SC '23 Workshops of The International Conference on High Performance Computing, 2023
Proceedings of the 2023 International Workshop on OpenCL, 2023
CUDAsap: Statically-Determined Execution Statistics as Alternative to Execution-Based Profiling.
Proceedings of the 23rd IEEE/ACM International Symposium on Cluster, 2023
2022
Joint Program and Layout Transformations to Enable Convolutional Operators on Specialized Hardware Based on Constraint Programming.
ACM Trans. Archit. Code Optim., 2022
Walking Noise: Understanding Implications of Noisy Computations on Classification Tasks.
CoRR, 2022
HW-Aware Initialization of DNN Auto-Tuning to Improve Exploration Time and Robustness.
CoRR, 2022
Proceedings of the IWOCL'22: International Workshop on OpenCL, Bristol, United Kingdom, May 10, 2022
Proceedings of the 32nd International Conference on Field-Programmable Logic and Applications, 2022
Proceedings of the International Conference on Management of Data, 2022
2021
A Simple Model for Portable and Fast Prediction of Execution Time and Power Consumption of GPU Kernels.
ACM Trans. Archit. Code Optim., 2021
Scheduling of Graph Queries: Controlling Intra- and Inter-query Parallelism for a High System Throughput.
CoRR, 2021
CoRR, 2021
Proceedings of the GRADES-NDA '21: Proceedings of the 4th ACM SIGMOD Joint International Workshop on Graph Data Management Experiences & Systems (GRADES) and Network Data Analytics (NDA), 2021
Towards Addressing Noise and Static Variations of Analog Computations Using Efficient Retraining.
Proceedings of the Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2021
Proceedings of the Datenbanksysteme für Business, 2021
2020
IEEE Trans. Parallel Distributed Syst., 2020
CoRR, 2020
Proceedings of the IoT Streams for Data-Driven Predictive Maintenance and IoT, Edge, and Mobile for Embedded Machine Learning, 2020
Search Space Complexity of Iteration Domain Based Instruction Embedding for Deep Learning Accelerators.
Proceedings of the IoT Streams for Data-Driven Predictive Maintenance and IoT, Edge, and Mobile for Embedded Machine Learning, 2020
Proceedings of the Machine Learning, Optimization, and Data Science, 2020
Proceedings of the 25th International Conference on Pattern Recognition, 2020
Proceedings of the ICPP Workshops '20: Workshops, Edmonton, AB, Canada, August 17-20, 2020, 2020
Proceedings of the ICPP Workshops '20: Workshops, Edmonton, AB, Canada, August 17-20, 2020, 2020
Proceedings of the ICPP 2020: 49th International Conference on Parallel Processing, 2020
Towards Real-Time Single-Channel Singing-Voice Separation with Pruned Multi-Scaled Densenets.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020
2019
Concurr. Comput. Pract. Exp., 2019
Concurr. Comput. Pract. Exp., 2019
Proceedings of the 2019 IEEE/ACM Performance Modeling, 2019
Training Discrete-Valued Neural Networks with Sign Activations Using Weight Distributions.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2019
Proceedings of the 2019 IEEE International Parallel and Distributed Processing Symposium, 2019
Effects of Congestion Management on Energy Saving Techniques in Interconnection Networks.
Proceedings of the 5th International Workshop on High-Performance Interconnection Networks in the ExaScale and Big-Data Era, 2019
Proceedings of the 12th Workshop on General Purpose Processing Using GPUs, 2019
2018
Concurr. Comput. Pract. Exp., 2018
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2018
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018
Proceedings of the 4th IEEE International Workshop on High-Performance Interconnection Networks in the Exascale and Big-Data Era, 2018
Proceedings of the 12th ACM International Conference on Distributed and Event-based Systems, 2018
2017
InfiniBand Verbs on GPU: a case study of controlling an InfiniBand network device from the GPU.
Int. J. High Perform. Comput. Appl., 2017
Proceedings of the High Performance Computing - 32nd International Conference, 2017
Relaxations for High-Performance Message Passing on Massively Parallel SIMT Processors.
Proceedings of the 2017 IEEE International Parallel and Distributed Processing Symposium, 2017
Modeling and Validating Time, Buffering, and Utilization of a Large-Scale, Real-Time Data Acquisition System.
Proceedings of the 2017 International Conference on High Performance Computing & Simulation, 2017
Proceedings of the 3rd IEEE International Workshop on High-Performance Interconnection Networks in the Exascale and Big-Data Era, 2017
A Case Study on Implementing Virtual 5D Torus Networks Using Network Components of Lower Dimensionality.
Proceedings of the 3rd IEEE International Workshop on High-Performance Interconnection Networks in the Exascale and Big-Data Era, 2017
Proceedings of the Fifth International Workshop on Graph Data-management Experiences & Systems, 2017
Linking Application Description with Efficient SIMD Code Generation for Low-Precision Signed-Integer GEMM.
Proceedings of the Euro-Par 2017: Parallel Processing Workshops, 2017
2016
Optimizing the data-collection time of a large-scale data-acquisition system through a simulation framework.
J. Supercomput., 2016
Analyzing GPU-controlled communication with dynamic parallelism in terms of performance and energy.
Parallel Comput., 2016
Concurr. Comput. Pract. Exp., 2016
Proceedings of the High Performance Computing, 2016
Proceedings of the Second International Symposium on Memory Systems, 2016
Proceedings of the 2016 IEEE High Performance Extreme Computing Conference, 2016
Proceedings of the 2nd IEEE International Workshop on High-Performance Interconnection Networks in the Exascale and Big-Data Era HiPINEB@HPCA 2016, 2016
2015
On the design of a new dynamic credit-based end-to-end flow control mechanism for HPC clusters.
Parallel Comput., 2015
Analyzing communication models for distributed thread-collaborative processors in terms of energy and time.
Proceedings of the 2015 IEEE International Symposium on Performance Analysis of Systems and Software, 2015
Proceedings of the Euro-Par 2015: Parallel Processing Workshops, 2015
Proceedings of the 2015 IEEE International Conference on Cluster Computing, 2015
2014
Clust. Comput., 2014
Energy-efficient stencil computations on distributed GPUs using dynamic parallelism and GPU-controlled communication.
Proceedings of the 2nd International Workshop on Energy Efficient Supercomputing, 2014
Infiniband-Verbs on GPU: A Case Study of Controlling an Infiniband Network Device from the GPU.
Proceedings of the 2014 IEEE International Parallel & Distributed Processing Symposium Workshops, 2014
Proceedings of the 43rd International Conference on Parallel Processing Workshops, 2014
Proceedings of the 14th IEEE/ACM International Symposium on Cluster, 2014
2013
Proceedings of the Euro-Par 2013: Parallel Processing Workshops, 2013
Oncilla: A GAS runtime for efficient resource allocation and data movement in accelerated clusters.
Proceedings of the 2013 IEEE International Conference on Cluster Computing, 2013
GGAS: Global GPU address spaces for efficient communication in heterogeneous clusters.
Proceedings of the 2013 IEEE International Conference on Cluster Computing, 2013
Proceedings of the 13th IEEE/ACM International Symposium on Cluster, 2013
2012
Proceedings of the 2012 IEEE International Conference on Cluster Computing, 2012
2011
Proceedings of the 13th IEEE International Conference on High Performance Computing & Communication, 2011
Unleash Your Memory-Constrained Applications: A 32-Node Non-coherent Distributed-Memory Prototype Cluster.
Proceedings of the 13th IEEE International Conference on High Performance Computing & Communication, 2011
Proceedings of the 18th International Conference on High Performance Computing, 2011
Proceedings of the 20th ACM Conference on Information and Knowledge Management, 2011
2010
Proceedings of the 24th IEEE International Symposium on Parallel and Distributed Processing, 2010
Proceedings of the 2010 IEEE International Conference on Cluster Computing, 2010
2009
Proceedings of the ReConFig'09: 2009 International Conference on Reconfigurable Computing and FPGAs, 2009
Proceedings of the Eighth International Conference on Networks, 2009
Proceedings of the 19th International Conference on Field Programmable Logic and Applications, 2009
Proceedings of the Reconfigurable Computing: Architectures, 2009
2008
Proceedings of the 2008 International Conference on Parallel Processing, 2008
2007
2005
Swordfish: A Simulator for High-Performance Networks.
Proceedings of the International Conference on Parallel and Distributed Computing Systems, 2005
Performance Evaluation of the ATOLL Interconnect.
Proceedings of the IASTED International Conference on Parallel and Distributed Computing and Networks, 2005
2002
ATOLL: Performance and Cost Optimization of a San Interconnect.
Proceedings of the International Conference on Parallel and Distributed Computing Systems, 2002