Holger Fröning

ORCID

Publication Activity (10 Years)

Years Active: 2002-2024
Publications (10 Years): 76

Top Venues

CoRR

Concurr. Comput. Pract. Exp.

HiPINEB@HPCA

ICPP Workshops

University of Mannheim, Germany (PHD)

Education History

University of Mannheim, Germany

PHD

Publications

Jonas Dann, Tobias Götz, Daniel Ritter, Jana Giceva, Holger Fröning
GraphMatch: Subgraph Query Processing on FPGAs. CoRR (2024)
Yannick Emonds, Kai Xi, Holger Fröning
Implications of Noise in Resistive Memory on Deep Neural Networks for Image Classification. CoRR (2024)
Franz Kevin Stehle, Wainer Vandelli, Felix Zahn, Giuseppe Avolio, Holger Fröning
DeepHYDRA: A Hybrid Deep Learning and DBSCAN-Based Approach to Time-Series Anomaly Detection in Dynamically-Configured Systems. ICS (2024)
Jonas Dann, Daniel Ritter, Holger Fröning
GraphScale: Scalable Processing on FPGAs for HBM and Large Graphs. ACM Trans. Reconfigurable Technol. Syst. 17 (2) (2024)
Franz Kevin Stehle, Wainer Vandelli, Giuseppe Avolio, Felix Zahn, Holger Fröning
DeepHYDRA: Resource-Efficient Time-Series Anomaly Detection in Dynamically-Configured Systems. CoRR (2024)
Lisa Kuhn, Bernhard Klein, Holger Fröning
On the Non-Associativity of Analog Computations. CoRR (2023)
Yannick Emonds, Lorenz Braun, Holger Fröning
CUDAsap: Statically-Determined Execution Statistics as Alternative to Execution-Based Profiling. CCGrid (2023)
S. Kazem Shekofteh, Christian Alles, Holger Fröning
Reducing Memory Requirements for the IPU using Butterfly Factorizations. SC Workshops (2023)
Joachim Meyer, Aksel Alpay, Sebastian Hack, Holger Fröning, Vincent Heuveline
Implementation Techniques for SPMD Kernels on CPUs. IWOCL (2023)
Daniel Barley, Holger Fröning
Compressing the Backward Pass of Large-Scale Neural Architectures by Structured Activation Pruning. CoRR (2023)
S. Kazem Shekofteh, Christian Alles, Holger Fröning
Reducing Memory Requirements for the IPU using Butterfly Factorizations. CoRR (2023)
Jonas Dann, Daniel Ritter, Holger Fröning
Non-relational Databases on FPGAs: Survey, Design Decisions, Challenges. ACM Comput. Surv. 55 (11) (2023)
Laura Promberger, Rainer Schwemmer, Holger Fröning
Characterization of data compression across CPU platforms and accelerators. Concurr. Comput. Pract. Exp. 35 (20) (2023)
S. Kazem Shekofteh, Christian Alles, Nils Kochendörfer, Holger Fröning
On Performance Analysis of Graphcore IPUs: Analyzing Squared and Skewed Matrix Multiplication. CoRR (2023)
Jonas Dann, Daniel Ritter, Holger Fröning
GraphScale: Scalable Bandwidth-Efficient Graph Processing on FPGAs. CoRR (2022)
Joachim Meyer, Aksel Alpay, Holger Fröning, Vincent Heuveline
Compiler-aided nd-range parallel-for implementations on CPU in hipSYCL. IWOCL (2022)
Jonas Dann, Royden Wagner, Daniel Ritter, Christian Faerber, Holger Fröning
PipeJSON: Parsing JSON at Line Speed on FPGAs. DaMoN (2022)
Torben Krieger, Bernhard Klein, Holger Fröning
Towards Hardware-Specific Automatic Compression of Neural Networks. CoRR (2022)
Jonas Dann, Daniel Ritter, Holger Fröning
GraphScale: Scalable Bandwidth-Efficient Graph Processing on FPGAs. FPL (2022)
Dennis Rieber, Axel Acosta, Holger Fröning
Joint Program and Layout Transformations to Enable Convolutional Operators on Specialized Hardware Based on Constraint Programming. ACM Trans. Archit. Code Optim. 19 (1) (2022)
Hendrik Borras, Bernhard Klein, Holger Fröning
Walking Noise: Understanding Implications of Noisy Computations on Classification Tasks. CoRR (2022)
Dennis Rieber, Moritz Reiber, Oliver Bringmann, Holger Fröning
HW-Aware Initialization of DNN Auto-Tuning to Improve Exploration Time and Robustness. CoRR (2022)
Dennis Rieber, Axel Acosta, Holger Fröning
The Programming of Deep Learning Accelerators as a Constraint Satisfaction Problem. CoRR (2021)
Lorenz Braun, Sotirios Nikas, Chen Song, Vincent Heuveline, Holger Fröning
A Simple Model for Portable and Fast Prediction of Execution Time and Power Consumption of GPU Kernels. ACM Trans. Archit. Code Optim. 18 (1) (2021)
Matthias Hauck, Ismail Oukid, Holger Fröning
Scheduling of Graph Queries: Controlling Intra- and Inter-query Parallelism for a High System Throughput. CoRR (2021)
Jonas Dann, Daniel Ritter, Holger Fröning
Demystifying Memory Access Patterns of FPGA-Based Graph Processing Accelerators. CoRR (2021)
Jonas Dann, Daniel Ritter, Holger Fröning
Exploring Memory Access Patterns for Graph Processing Accelerators. BTW (2021)
Jonas Dann, Daniel Ritter, Holger Fröning
Demystifying memory access patterns of FPGA-based graph processing accelerators. GRADES-NDA@SIGMOD (2021)
Bernhard Klein, Christoph Gratl, Manfred Mücke, Holger Fröning
Understanding Cache Boundness of ML Operators on ARM Processors. CoRR (2021)
Bernhard Klein, Lisa Kuhn, Johannes Weis, Arne Emmel, Yannik Stradmann, Johannes Schemmel, Holger Fröning
Towards Addressing Noise and Static Variations of Analog Computations Using Efficient Retraining. PKDD/ECML Workshops (1) (2021)
S. Kazem Shekofteh, Hamid Noori, Mahmoud Naghibzadeh, Holger Fröning, Hadi Sadoghi Yazdi
cCUDA: Effective Co-Scheduling of Concurrent Kernels on GPUs. IEEE Trans. Parallel Distributed Syst. 31 (4) (2020)
Wolfgang Roth, Franz Pernkopf, Günther Schindler, Holger Fröning
On Resource-Efficient Bayesian Network Classifiers and Deep Neural Networks. ICPR (2020)
Markus Huber, Günther Schindler, Christian Schörkhuber, Wolfgang Roth, Franz Pernkopf, Holger Fröning
Towards Real-Time Single-Channel Singing-Voice Separation with Pruned Multi-Scaled Densenets. ICASSP (2020)
Felix Zahn, Holger Fröning
On Network Locality in MPI-Based HPC Applications. ICPP (2020)
Wolfgang Roth, Günther Schindler, Holger Fröning, Franz Pernkopf
On Resource-Efficient Bayesian Network Classifiers and Deep Neural Networks. CoRR (2020)
Jonas Dann, Daniel Ritter, Holger Fröning
Non-Relational Databases on FPGAs: Survey, Design Decisions, Challenges. CoRR (2020)
Wolfgang Roth, Günther Schindler, Matthias Zöhrer, Lukas Pfeifenberger, Robert Peharz, Sebastian Tschiatschek, Holger Fröning, Franz Pernkopf, Zoubin Ghahramani
Resource-Efficient Neural Networks for Embedded Systems. CoRR (2020)
Dennis Rieber, Holger Fröning
Search Space Complexity of Iteration Domain Based Instruction Embedding for Deep Learning Accelerators. IoT Streams/ITEM@PKDD/ECML (2020)
Lukas Pfeifenberger, Matthias Zöhrer, Günther Schindler, Wolfgang Roth, Holger Fröning, Franz Pernkopf
Resource-Efficient Speech Mask Estimation for Multi-Channel Speech Enhancement. CoRR (2020)
Kevin Stehle, Günther Schindler, Holger Fröning
On the Difficulty of Designing Processor Arrays for Deep Neural Networks. CoRR (2020)
Laura Promberger, Rainer Schwemmer, Holger Fröning
Assessing the Overhead of Offloading Compression Tasks. ICPP Workshops (2020)
Jonas Dann, Daniel Ritter, Holger Fröning
Exploring Memory Access Patterns for Graph Processing Accelerators. CoRR (2020)
Alexander Matz, Johannes Doerfert, Holger Fröning
Automated Partitioning of Data-Parallel Kernels using Polyhedral Compilation. ICPP Workshops (2020)
Günther Schindler, Wolfgang Roth, Franz Pernkopf, Holger Fröning
Parameterized Structured Pruning for Deep Neural Networks. LOD (2) (2020)
Lorenz Braun, Sotirios Nikas, Chen Song, Vincent Heuveline, Holger Fröning
A Simple Model for Portable and Fast Prediction of Execution Time and Power Consumption of GPU Kernels. CoRR (2020)
Kevin Stehle, Günther Schindler, Holger Fröning
On the Difficulty of Designing Processor Arrays for Deep Neural Networks. IoT Streams/ITEM@PKDD/ECML (2020)
Felix Zahn, Pedro Yébenes, Jesús Escudero-Sahuquillo, Pedro Javier García, Holger Fröning
Effects of Congestion Management on Energy Saving Techniques in Interconnection Networks. HiPINEB@HPCA (2019)
Wolfgang Roth, Günther Schindler, Holger Fröning, Franz Pernkopf
Training Discrete-Valued Neural Networks with Sign Activations Using Weight Distributions. ECML/PKDD (2) (2019)
Günther Schindler, Wolfgang Roth, Franz Pernkopf, Holger Fröning
Parameterized Structured Pruning for Deep Neural Networks. CoRR (2019)
Matthias Hauck, Marcus Paradies, Holger Fröning
Software-Based Buffering of Associative Operations on Random Memory Addresses. IPDPS (2019)
Alexander Matz, Holger Fröning
Quantifying the NUMA Behavior of Partitioned GPGPU Applications. GPGPU@ASPLOS (2019)
Francisco J. Andujar, Juan A. Villar, José L. Sánchez, Francisco J. Alfaro, José Duato, Holger Fröning
Constructing virtual 5-dimensional tori out of lower-dimensional network cards. Concurr. Comput. Pract. Exp. 31 (2) (2019)
S. Kazem Shekofteh, Hamid Noori, Mahmoud Naghibzadeh, Hadi Sadoghi Yazdi, Holger Fröning
Metric Selection for GPU Kernel Classification. ACM Trans. Archit. Code Optim. 15 (4) (2019)
Felix Zahn, Steffen Lammel, Holger Fröning
On link width scaling for energy-proportional direct interconnection networks. Concurr. Comput. Pract. Exp. 31 (2) (2019)
Lorenz Braun, Holger Fröning
CUDA Flux: A Lightweight Instruction Profiler for CUDA Applications. PMBS@SC (2019)
Felix Zahn, Armin Schoffer, Holger Fröning
Evaluating Energy-Saving Strategies on Torus, K-Ary N-Tree, and Dragonfly. HiPINEB@HPCA (2018)
Holger Fröning, Federico Silla
Heterogeneous and unconventional cluster architectures and applications. Concurr. Comput. Pract. Exp. 30 (17) (2018)
Alejandro Santos, Wainer Vandelli, Pedro Javier García, Holger Fröning
Buffer Provisioning for Large-Scale Data-Acquisition Systems. DEBS (2018)
Franz Pernkopf, Wolfgang Roth, Matthias Zöhrer, Lukas Pfeifenberger, Günther Schindler, Holger Fröning, Sebastian Tschiatschek, Robert Peharz, Matthew Mattina, Zoubin Ghahramani
Efficient and Robust Machine Learning for Real-World Systems. CoRR (2018)
Matthias Zöhrer, Lukas Pfeifenberger, Günther Schindler, Holger Fröning, Franz Pemkopf
Resource Efficient Deep Eigenvector Beamforming. ICASSP (2018)
Günther Schindler, Matthias Zöhrer, Franz Pernkopf, Holger Fröning
Towards Efficient Forward Propagation on Resource-Constrained Systems. ECML/PKDD (1) (2018)
Günther Schindler, Manfred Mücke, Holger Fröning
Linking Application Description with Efficient SIMD Code Generation for Low-Precision Signed-Integer GEMM. Euro-Par Workshops (2017)
Matthias Hauck, Marcus Paradies, Holger Fröning
Can Modern Graph Processing Engines Run Concurrent Queries Efficiently? GRADES@SIGMOD/PODS (2017)
Felix Zahn, Steffen Lammel, Holger Fröning
Early Experiences with Saving Energy in Direct Interconnection Networks. HiPINEB@HPCA (2017)
Benjamin Klenk, Holger Fröning, Hans Eberle, Larry Dennison
Relaxations for High-Performance Message Passing on Massively Parallel SIMT Processors. IPDPS (2017)
Lena Oden, Holger Fröning
InfiniBand Verbs on GPU: a case study of controlling an InfiniBand network device from the GPU. Int. J. High Perform. Comput. Appl. 31 (4) (2017)
Benjamin Klenk, Holger Fröning
An Overview of MPI Characteristics of Exascale Proxy Applications. ISC (2017)
Francisco J. Andujar, Juan A. Villar, José L. Sánchez, Francisco J. Alfaro, José Duato, Holger Fröning
A Case Study on Implementing Virtual 5D Torus Networks Using Network Components of Lower Dimensionality. HiPINEB@HPCA (2017)
Alejandro Santos, Pedro Javier García, Wainer Vandelli, Holger Fröning
Modeling and Validating Time, Buffering, and Utilization of a Large-Scale, Real-Time Data Acquisition System. HPCS (2017)
Tommaso Colombo, Holger Fröning, Pedro Javier García, Wainer Vandelli
Optimizing the data-collection time of a large-scale data-acquisition system through a simulation framework. J. Supercomput. 72 (12) (2016)
Federico Silla, Holger Fröning
Heterogeneous cluster architectures and applications. Concurr. Comput. Pract. Exp. 28 (8) (2016)
Felix Zahn, Pedro Yébenes, Steffen Lammel, Pedro Javier García, Holger Fröning
Analyzing the Energy (Dis-) Proportionality of Scalable Interconnection Networks. HiPINEB@HPCA (2016)
Lena Oden, Benjamin Klenk, Holger Fröning
Analyzing GPU-controlled communication with dynamic parallelism in terms of performance and energy. Parallel Comput. 57 (2016)
Juri Schmidt, Holger Fröning, Ulrich Brüning
Exploring Time and Energy for Complex Accesses to a Hybrid Memory Cube. MEMSYS (2016)
Jeffrey S. Young, Julian Romera, Matthias Hauck, Holger Fröning
Optimizing communication for a 2D-partitioned scalable BFS. HPEC (2016)
Steffen Lammel, Felix Zahn, Holger Fröning
SONAR: Automated Communication Characterization for HPC Applications. ISC Workshops (2016)
Matthias Hauck, Marcus Paradies, Holger Fröning, Wolfgang Lehner, Hannes Rauhe
Highspeed Graph Processing Exploiting Main-Memory Column Stores. Euro-Par Workshops (2015)
Tommaso Colombo, Holger Fröning, Pedro Javier García, Wainer Vandelli
Modeling a Large Data-Acquisition Network in a Simulation Framework. CLUSTER (2015)
Benjamin Klenk, Lena Oden, Holger Fröning
Analyzing communication models for distributed thread-collaborative processors in terms of energy and time. ISPASS (2015)
Javier Prades, Federico Silla, Holger Fröning, Mondrian Nüssle, José Duato
On the design of a new dynamic credit-based end-to-end flow control mechanism for HPC clusters. Parallel Comput. 46 (2015)
Federico Silla, Holger Fröning
Special issue on unconventional cluster architectures and applications. Clust. Comput. 17 (2) (2014)
Lena Oden, Benjamin Klenk, Holger Fröning
Energy-Efficient Collective Reduce and Allreduce Operations on Distributed GPUs. CCGRID (2014)
Lena Oden, Benjamin Klenk, Holger Fröning
Energy-efficient stencil computations on distributed GPUs using dynamic parallelism and GPU-controlled communication. E2SC@SC (2014)
Benjamin Klenk, Lena Oden, Holger Fröning
Analyzing Put/Get APIs for Thread-Collaborative Processors. ICPP Workshops (2014)
Lena Oden, Holger Fröning, Franz-Josef Pfreundt
Infiniband-Verbs on GPU: A Case Study of Controlling an Infiniband Network Device from the GPU. IPDPS Workshops (2014)
Lena Oden, Holger Fröning
GGAS: Global GPU address spaces for efficient communication in heterogeneous clusters. CLUSTER (2013)
Holger Fröning
Data Movement Options in Accelerated Clusters. Euro-Par Workshops (2013)
Holger Fröning, Mondrian Nüssle, Heiner Litz, Christian Leber, Ulrich Brüning
On Achieving High Message Rates. CCGRID (2013)
Jeffrey S. Young, Se Hoon Shon, Sudhakar Yalamanchili, Alex Merritt, Karsten Schwan, Holger Fröning
Oncilla: A GAS runtime for efficient resource allocation and data movement in accelerated clusters. CLUSTER (2013)
Héctor Montaner, Federico Silla, Holger Fröning, José Duato
A new degree of freedom for memory allocation in clusters. Clust. Comput. 15 (2) (2012)
Javier Prades, Federico Silla, José Duato, Holger Fröning, Mondrian Nüssle
A New End-to-End Flow-Control Mechanism for High Performance Computing Clusters. CLUSTER (2012)
Héctor Montaner, Federico Silla, Holger Fröning, José Duato
Unleash Your Memory-Constrained Applications: A 32-Node Non-coherent Distributed-Memory Prototype Cluster. HPCC (2011)
Héctor Montaner, Federico Silla, Holger Fröning, José Duato
: A Scalable Environment for Databases. HPCC (2011)
Holger Fröning, Alexander Giese, Héctor Montaner, Federico Silla, José Duato
Highly scalable barriers for future high-performance computing clusters. HiPC (2011)
Héctor Montaner, Federico Silla, Holger Fröning, José Duato
MEMSCALE: in-cluster-memory databases. CIKM (2011)
Holger Fröning, Heiner Litz
Efficient hardware support for the Partitioned Global Address Space. IPDPS Workshops (2010)
Héctor Montaner, Federico Silla, Holger Fröning, José Duato
Getting Rid of Coherency Overhead for Memory-Hungry Applications. CLUSTER (2010)
Holger Fröning, Heiner Litz, Ulrich Brüning
Efficient Virtualization of High-Performance Network Interfaces. ICN (2009)
Mondrian Nüssle, Benjamin Geib, Holger Fröning, Ulrich Brüning
An FPGA-Based Custom High Performance Interconnection Network. ReConFig (2009)
Heiner Litz, Holger Fröning, Maximilian Thürmer, Ulrich Brüning
An FPGA based verification platform for HyperTransport 3.x. FPL (2009)

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Publication Activity (10 Years)

Top Topics

Top Venues

Holger Fröning