ATOLL: Performance and Cost Optimization of a San Interconnect. - Ulrich Brüning 001; Holger Fröning; Patrick R. Schulz; Lars Rzymianowicz (IASTED PDCS, 2002)

Performance Evaluation of the ATOLL Interconnect. - Holger Fröning; Mondrian Nüssle; David Slogsnat; Patrick R. Haspel; Ulrich Brüning 001 (Parallel and Distributed Computing and Networks, 2005)

Swordfish: A Simulator for High-Performance Networks. - Mondrian Nüssle; Holger Fröning; Ulrich Brüning 001 (IASTED PDCS, 2005)

Architectural improvements of interconnection network interfaces. - Holger Fröning (2007)

VELO: A Novel Communication Engine for Ultra-Low Latency Message Transfers. - Heiner Litz; Holger Fröning; Mondrian Nüssle; Ulrich Brüning 001 (ICPP, 2008)

A HyperTransport 3 Physical Layer Interface for FPGAs. - Heiner Litz; Holger Fröning; Ulrich Brüning 001 (ARC, 2009)

An FPGA based verification platform for HyperTransport 3.x. - Heiner Litz; Holger Fröning; Maximilian Thürmer; Ulrich Brüning 001 (FPL, 2009)

Efficient Virtualization of High-Performance Network Interfaces. - Holger Fröning; Heiner Litz; Ulrich Brüning 001 (ICN, 2009)

An FPGA-Based Custom High Performance Interconnection Network. - Mondrian Nüssle; Benjamin Geib; Holger Fröning; Ulrich Brüning 001 (ReConFig, 2009)

Getting Rid of Coherency Overhead for Memory-Hungry Applications. - Héctor Montaner; Federico Silla; Holger Fröning; José Duato (CLUSTER, 2010)

Efficient hardware support for the Partitioned Global Address Space. - Holger Fröning; Heiner Litz (IPDPS Workshops, 2010)

MEMSCALE: in-cluster-memory databases. - Héctor Montaner; Federico Silla; Holger Fröning; José Duato (CIKM, 2011)

Highly scalable barriers for future high-performance computing clusters. - Holger Fröning; Alexander Giese; Héctor Montaner; Federico Silla; José Duato (HiPC, 2011)

Unleash Your Memory-Constrained Applications: A 32-Node Non-coherent Distributed-Memory Prototype Cluster. - Héctor Montaner; Federico Silla; Holger Fröning; José Duato (HPCC, 2011)

MEMSCALETM: A Scalable Environment for Databases. - Héctor Montaner; Federico Silla; Holger Fröning; José Duato (HPCC, 2011)

Network Interfaces. - Holger Fröning (Encyclopedia of Parallel Computing, 2011)

A New End-to-End Flow-Control Mechanism for High Performance Computing Clusters. - Javier Prades; Federico Silla; José Duato; Holger Fröning; Mondrian Nüssle (CLUSTER, 2012)

A new degree of freedom for memory allocation in clusters. - Héctor Montaner; Federico Silla; Holger Fröning; José Duato (Clust. Comput., 2012)

On Achieving High Message Rates. - Holger Fröning; Mondrian Nüssle; Heiner Litz; Christian Leber; Ulrich Brüning 001 (CCGRID, 2013)

GGAS: Global GPU address spaces for efficient communication in heterogeneous clusters. - Lena Oden; Holger Fröning (CLUSTER, 2013)

Oncilla: A GAS runtime for efficient resource allocation and data movement in accelerated clusters. - Jeffrey S. Young 001; Se Hoon Shon; Sudhakar Yalamanchili; Alex Merritt; Karsten Schwan; Holger Fröning (CLUSTER, 2013)

Data Movement Options in Accelerated Clusters. - Holger Fröning (Euro-Par Workshops, 2013)

Energy-Efficient Collective Reduce and Allreduce Operations on Distributed GPUs. - Lena Oden; Benjamin Klenk; Holger Fröning (CCGRID, 2014)

Analyzing Put/Get APIs for Thread-Collaborative Processors. - Benjamin Klenk; Lena Oden; Holger Fröning (ICPP Workshops, 2014)

Infiniband-Verbs on GPU: A Case Study of Controlling an Infiniband Network Device from the GPU. - Lena Oden; Holger Fröning; Franz-Josef Pfreundt (IPDPS Workshops, 2014)

Energy-efficient stencil computations on distributed GPUs using dynamic parallelism and GPU-controlled communication. - Lena Oden; Benjamin Klenk; Holger Fröning (E2SC@SC, 2014)

Special issue on unconventional cluster architectures and applications. - Federico Silla; Holger Fröning (Clust. Comput., 2014)

Modeling a Large Data-Acquisition Network in a Simulation Framework. - Tommaso Colombo 002; Holger Fröning; Pedro Javier García; Wainer Vandelli (CLUSTER, 2015)

Highspeed Graph Processing Exploiting Main-Memory Column Stores. - Matthias Hauck; Marcus Paradies; Holger Fröning; Wolfgang Lehner; Hannes Rauhe (Euro-Par Workshops, 2015)

Analyzing communication models for distributed thread-collaborative processors in terms of energy and time. - Benjamin Klenk; Lena Oden; Holger Fröning (ISPASS, 2015)

On the design of a new dynamic credit-based end-to-end flow control mechanism for HPC clusters. - Javier Prades; Federico Silla; Holger Fröning; Mondrian Nüssle; José Duato (Parallel Comput., 2015)

Analyzing the Energy (Dis-) Proportionality of Scalable Interconnection Networks. - Felix Zahn; Pedro Yébenes; Steffen Lammel; Pedro Javier García; Holger Fröning (HiPINEB@HPCA, 2016)

Optimizing communication for a 2D-partitioned scalable BFS. - Jeffrey S. Young 001; Julian Romera; Matthias Hauck; Holger Fröning (HPEC, 2016)

Exploring Time and Energy for Complex Accesses to a Hybrid Memory Cube. - Juri Schmidt; Holger Fröning; Ulrich Brüning 001 (MEMSYS, 2016)

SONAR: Automated Communication Characterization for HPC Applications. - Steffen Lammel; Felix Zahn; Holger Fröning (ISC Workshops, 2016)

Heterogeneous cluster architectures and applications. - Federico Silla; Holger Fröning (Concurr. Comput. Pract. Exp., 2016)

Analyzing GPU-controlled communication with dynamic parallelism in terms of performance and energy. - Lena Oden; Benjamin Klenk; Holger Fröning (Parallel Comput., 2016)

Optimizing the data-collection time of a large-scale data-acquisition system through a simulation framework. - Tommaso Colombo 002; Holger Fröning; Pedro Javier García; Wainer Vandelli (J. Supercomput., 2016)

Linking Application Description with Efficient SIMD Code Generation for Low-Precision Signed-Integer GEMM. - Günther Schindler; Manfred Mücke; Holger Fröning (Euro-Par Workshops, 2017)

Can Modern Graph Processing Engines Run Concurrent Queries Efficiently? - Matthias Hauck; Marcus Paradies; Holger Fröning (GRADES@SIGMOD/PODS, 2017)

A Case Study on Implementing Virtual 5D Torus Networks Using Network Components of Lower Dimensionality. - Francisco J. Andujar; Juan A. Villar; José L. Sánchez 002; Francisco J. Alfaro; José Duato; Holger Fröning (HiPINEB@HPCA, 2017)

Early Experiences with Saving Energy in Direct Interconnection Networks. - Felix Zahn; Steffen Lammel; Holger Fröning (HiPINEB@HPCA, 2017)

Modeling and Validating Time, Buffering, and Utilization of a Large-Scale, Real-Time Data Acquisition System. - Alejandro Santos; Pedro Javier García; Wainer Vandelli; Holger Fröning (HPCS, 2017)

Relaxations for High-Performance Message Passing on Massively Parallel SIMT Processors. - Benjamin Klenk; Holger Fröning; Hans Eberle; Larry Dennison (IPDPS, 2017)

An Overview of MPI Characteristics of Exascale Proxy Applications. - Benjamin Klenk; Holger Fröning (ISC, 2017)

InfiniBand Verbs on GPU: a case study of controlling an InfiniBand network device from the GPU. - Lena Oden; Holger Fröning (Int. J. High Perform. Comput. Appl., 2017)

Buffer Provisioning for Large-Scale Data-Acquisition Systems. - Alejandro Santos; Wainer Vandelli; Pedro Javier García; Holger Fröning (DEBS, 2018)

Evaluating Energy-Saving Strategies on Torus, K-Ary N-Tree, and Dragonfly. - Felix Zahn; Armin Schoffer; Holger Fröning (HiPINEB@HPCA, 2018)

Resource Efficient Deep Eigenvector Beamforming. - Matthias Zöhrer; Lukas Pfeifenberger; Günther Schindler; Holger Fröning; Franz Pemkopf (ICASSP, 2018)

Towards Efficient Forward Propagation on Resource-Constrained Systems. - Günther Schindler; Matthias Zöhrer; Franz Pernkopf; Holger Fröning (ECML/PKDD (1), 2018)

Heterogeneous and unconventional cluster architectures and applications. - Holger Fröning; Federico Silla (Concurr. Comput. Pract. Exp., 2018)

Efficient and Robust Machine Learning for Real-World Systems. - Franz Pernkopf; Wolfgang Roth; Matthias Zöhrer; Lukas Pfeifenberger; Günther Schindler; Holger Fröning; Sebastian Tschiatschek; Robert Peharz; Matthew Mattina; Zoubin Ghahramani (CoRR, 2018)

Quantifying the NUMA Behavior of Partitioned GPGPU Applications. - Alexander Matz; Holger Fröning (GPGPU@ASPLOS, 2019)

Effects of Congestion Management on Energy Saving Techniques in Interconnection Networks. - Felix Zahn; Pedro Yébenes; Jesús Escudero-Sahuquillo; Pedro Javier García; Holger Fröning (HiPINEB@HPCA, 2019)

Software-Based Buffering of Associative Operations on Random Memory Addresses. - Matthias Hauck; Marcus Paradies; Holger Fröning (IPDPS, 2019)

Training Discrete-Valued Neural Networks with Sign Activations Using Weight Distributions. - Wolfgang Roth; Günther Schindler; Holger Fröning; Franz Pernkopf (ECML/PKDD (2), 2019)

CUDA Flux: A Lightweight Instruction Profiler for CUDA Applications. - Lorenz Braun; Holger Fröning (PMBS@SC, 2019)

Constructing virtual 5-dimensional tori out of lower-dimensional network cards. - Francisco J. Andujar; Juan A. Villar; José L. Sánchez 002; Francisco J. Alfaro; José Duato; Holger Fröning (Concurr. Comput. Pract. Exp., 2019)

On link width scaling for energy-proportional direct interconnection networks. - Felix Zahn; Steffen Lammel; Holger Fröning (Concurr. Comput. Pract. Exp., 2019)

Metric Selection for GPU Kernel Classification. - S. Kazem Shekofteh; Hamid Noori; Mahmoud Naghibzadeh; Hadi Sadoghi Yazdi; Holger Fröning (ACM Trans. Archit. Code Optim., 2019)

Towards Real-Time Single-Channel Singing-Voice Separation with Pruned Multi-Scaled Densenets. - Markus Huber; Günther Schindler; Christian Schörkhuber; Wolfgang Roth; Franz Pernkopf; Holger Fröning (ICASSP, 2020)

On Network Locality in MPI-Based HPC Applications. - Felix Zahn; Holger Fröning (ICPP, 2020)

Automated Partitioning of Data-Parallel Kernels using Polyhedral Compilation. - Alexander Matz; Johannes Doerfert; Holger Fröning (ICPP Workshops, 2020)

Assessing the Overhead of Offloading Compression Tasks. - Laura Promberger; Rainer Schwemmer; Holger Fröning (ICPP Workshops, 2020)

On Resource-Efficient Bayesian Network Classifiers and Deep Neural Networks. - Wolfgang Roth; Franz Pernkopf; Günther Schindler; Holger Fröning (ICPR, 2020)

Parameterized Structured Pruning for Deep Neural Networks. - Günther Schindler; Wolfgang Roth; Franz Pernkopf; Holger Fröning (LOD (2), 2020)

Search Space Complexity of Iteration Domain Based Instruction Embedding for Deep Learning Accelerators. - Dennis Rieber; Holger Fröning (IoT Streams/ITEM@PKDD/ECML, 2020)

On the Difficulty of Designing Processor Arrays for Deep Neural Networks. - Kevin Stehle; Günther Schindler; Holger Fröning (IoT Streams/ITEM@PKDD/ECML, 2020)

Resource-Efficient Neural Networks for Embedded Systems. - Wolfgang Roth; Günther Schindler; Matthias Zöhrer; Lukas Pfeifenberger; Robert Peharz; Sebastian Tschiatschek; Holger Fröning; Franz Pernkopf; Zoubin Ghahramani (CoRR, 2020)

Resource-Efficient Speech Mask Estimation for Multi-Channel Speech Enhancement. - Lukas Pfeifenberger; Matthias Zöhrer; Günther Schindler; Wolfgang Roth; Holger Fröning; Franz Pernkopf (CoRR, 2020)

cCUDA: Effective Co-Scheduling of Concurrent Kernels on GPUs. - S. Kazem Shekofteh; Hamid Noori; Mahmoud Naghibzadeh; Holger Fröning; Hadi Sadoghi Yazdi (IEEE Trans. Parallel Distributed Syst., 2020)

Exploring Memory Access Patterns for Graph Processing Accelerators. - Jonas Dann; Daniel Ritter 001; Holger Fröning (BTW, 2021)

Towards Addressing Noise and Static Variations of Analog Computations Using Efficient Retraining. - Bernhard Klein; Lisa Kuhn; Johannes Weis; Arne Emmel; Yannik Stradmann; Johannes Schemmel; Holger Fröning (PKDD/ECML Workshops (1), 2021)

Demystifying memory access patterns of FPGA-based graph processing accelerators. - Jonas Dann; Daniel Ritter 001; Holger Fröning (GRADES-NDA@SIGMOD, 2021)

Understanding Cache Boundness of ML Operators on ARM Processors. - Bernhard Klein; Christoph Gratl; Manfred Mücke; Holger Fröning (CoRR, 2021)

The Programming of Deep Learning Accelerators as a Constraint Satisfaction Problem. - Dennis Rieber; Axel Acosta 001; Holger Fröning (CoRR, 2021)

Scheduling of Graph Queries: Controlling Intra- and Inter-query Parallelism for a High System Throughput. - Matthias Hauck; Ismail Oukid; Holger Fröning (CoRR, 2021)

A Simple Model for Portable and Fast Prediction of Execution Time and Power Consumption of GPU Kernels. - Lorenz Braun; Sotirios Nikas; Chen Song; Vincent Heuveline; Holger Fröning (ACM Trans. Archit. Code Optim., 2021)

PipeJSON: Parsing JSON at Line Speed on FPGAs. - Jonas Dann; Royden Wagner; Daniel Ritter 001; Christian Faerber; Holger Fröning (DaMoN, 2022)

GraphScale: Scalable Bandwidth-Efficient Graph Processing on FPGAs. - Jonas Dann; Daniel Ritter 001; Holger Fröning (FPL, 2022)

Compiler-aided nd-range parallel-for implementations on CPU in hipSYCL. - Joachim Meyer 003; Aksel Alpay; Holger Fröning; Vincent Heuveline (IWOCL, 2022)

HW-Aware Initialization of DNN Auto-Tuning to Improve Exploration Time and Robustness. - Dennis Rieber; Moritz Reiber; Oliver Bringmann 001; Holger Fröning (CoRR, 2022)

Towards Hardware-Specific Automatic Compression of Neural Networks. - Torben Krieger; Bernhard Klein; Holger Fröning (CoRR, 2022)

Walking Noise: Understanding Implications of Noisy Computations on Classification Tasks. - Hendrik Borras; Bernhard Klein; Holger Fröning (CoRR, 2022)

Joint Program and Layout Transformations to Enable Convolutional Operators on Specialized Hardware Based on Constraint Programming. - Dennis Rieber; Axel Acosta 001; Holger Fröning (ACM Trans. Archit. Code Optim., 2022)

CUDAsap: Statically-Determined Execution Statistics as Alternative to Execution-Based Profiling. - Yannick Emonds; Lorenz Braun; Holger Fröning (CCGrid, 2023)

Implementation Techniques for SPMD Kernels on CPUs. - Joachim Meyer 003; Aksel Alpay; Sebastian Hack; Holger Fröning; Vincent Heuveline (IWOCL, 2023)

Implications of Noise in Resistive Memory on Deep Neural Networks for Image Classification. - Yannick Emonds; Kai Xi; Holger Fröning (PKDD/ECML Workshops (5), 2023)

On the Non-associativity of Analog Computations. - Lisa Kuhn; Bernhard Klein; Holger Fröning (PKDD/ECML Workshops (5), 2023)

Reducing Memory Requirements for the IPU using Butterfly Factorizations. - S. Kazem Shekofteh; Christian Alles; Holger Fröning (SC Workshops, 2023)

Characterization of data compression across CPU platforms and accelerators. - Laura Promberger; Rainer Schwemmer; Holger Fröning (Concurr. Comput. Pract. Exp., 2023)

On Performance Analysis of Graphcore IPUs: Analyzing Squared and Skewed Matrix Multiplication. - S. Kazem Shekofteh; Christian Alles; Nils Kochendörfer; Holger Fröning (CoRR, 2023)

Compressing the Backward Pass of Large-Scale Neural Architectures by Structured Activation Pruning. - Daniel Barley; Holger Fröning (CoRR, 2023)

Non-relational Databases on FPGAs: Survey, Design Decisions, Challenges. - Jonas Dann; Daniel Ritter 001; Holger Fröning (ACM Comput. Surv., 2023)

CLAIRE-ROP: Rapid Partitioning-based Deformable Image Registration on Multi-GPU Accelerator. - Vahdaneh Kiani; Oliver Jäkel; Holger Fröning (ICMHI, 2024)

DeepHYDRA: A Hybrid Deep Learning and DBSCAN-Based Approach to Time-Series Anomaly Detection in Dynamically-Configured Systems. - Franz Kevin Stehle; Wainer Vandelli; Felix Zahn; Giuseppe Avolio; Holger Fröning (ICS, 2024)

Walking Noise: On Layer-Specific Robustness of Neural Architectures Against Noisy Computations and Associated Characteristic Learning Dynamics. - Hendrik Borras; Bernhard Klein; Holger Fröning (ECML/PKDD (4), 2024)

GraphMatch: Subgraph Query Processing on FPGAs. - Jonas Dann; Tobias Götz; Daniel Ritter 001; Jana Giceva; Holger Fröning (CoRR, 2024)

DeepHYDRA: Resource-Efficient Time-Series Anomaly Detection in Dynamically-Configured Systems. - Franz Kevin Stehle; Wainer Vandelli; Giuseppe Avolio; Felix Zahn; Holger Fröning (CoRR, 2024)

Less Memory Means smaller GPUs: Backpropagation with Compressed Activations. - Daniel Barley; Holger Fröning (CoRR, 2024)

Function Space Diversity for Uncertainty Prediction via Repulsive Last-Layer Ensembles. - Sophie Steger; Christian Knoll 002; Bernhard Klein; Holger Fröning; Franz Pernkopf (CoRR, 2024)

Resource-Efficient Neural Networks for Embedded Systems. - Wolfgang Roth; Günther Schindler; Bernhard Klein; Robert Peharz; Sebastian Tschiatschek; Holger Fröning; Franz Pernkopf; Zoubin Ghahramani (J. Mach. Learn. Res., 2024)

GraphScale: Scalable Processing on FPGAs for HBM and Large Graphs. - Jonas Dann; Daniel Ritter 001; Holger Fröning (ACM Trans. Reconfigurable Technol. Syst., 2024)

On Hardening DNNs against Noisy Computations. - Xiao Wang; Hendrik Borras; Bernhard Klein; Holger Fröning (CoRR, 2025)

Variance-Aware Noisy Training: Hardening DNNs against Unstable Analog Computations. - Xiao Wang; Hendrik Borras; Bernhard Klein; Holger Fröning (CoRR, 2025)

Probabilistic photonic computing for AI. - Frank Brückerhoff-Plückelmann; Anna P. Ovvyan; Akhil Varri; Hendrik Borras; Bernhard Klein; Lennart Meyer; C. David Wright; Harish Bhaskaran; Syed Ghazi Sarwat; Abu Sebastian; Holger Fröning; Wolfram H. P. Pernice (Nat. Comput. Sci., 2025)