Maciej Besta

132 papers A* 6A 29B 9Misc 1Journal 83Unranked 3
YearRankTypeTitle / Venue / Authors
2026 J jnl
Demystifying Higher-Order Graph Neural Networks.
IEEE Trans. Pattern Anal. Mach. Intell.
Maciej Besta, Florian Scheidl, Lukas Gianinazzi, Grzegorz Kwasniewski, Shachar Klaiman, Jürgen Müller, Torsten Hoefler
2026 J jnl
GraphSeek: Next-Generation Graph Analytics with LLMs.
CoRR
Maciej Besta, Lukasz Jarmocik, Orest Hrycyna, Shachar Klaiman, Konrad Maczka, Robert Gerstenberger, Jürgen Müller, Piotr Nyczyk, Hubert Niewiadomski, Torsten Hoefler
2026 J jnl
Network Design for Wafer-Scale Systems with Wafer-on-Wafer Hybrid Bonding.
CoRR
Patrick Iff, Tommaso Bonato, Maciej Besta, Luca Benini, Torsten Hoefler
2026 J jnl
Spritz: Path-Aware Load Balancing in Low-Diameter Networks.
CoRR
Tommaso Bonato, Ales Kubicek, Abdul Kabbani, Ahmad Ghalayini, Maciej Besta, Torsten Hoefler
2025 J jnl
Affordable AI Assistants with Knowledge Graph of Thoughts.
CoRR
Maciej Besta, Lorenzo Paleari, Jia Hao Andrea Jiang, Robert Gerstenberger, You Wu, Patrick Iff, Ales Kubicek, Piotr Nyczyk, Diana Khimey, Jón Gunnar Hannesson, Grzegorz Kwasniewski, Marcin Copik, Hubert Niewiadomski, Torsten Hoefler
2025 J jnl
BLaST: High Performance Inference and Pretraining using BLock Sparse Transformers.
CoRR
Patrik Okanovic, Sameer Deshmukh, Grzegorz Kwasniewski, Kentaro Katayama, Takumi Honda, Maciej Besta, Torsten Hoefler
2025 J jnl
Benchmarking Filtered Approximate Nearest Neighbor Search Algorithms on Transformer-based Embedding Vectors.
CoRR
Patrick Iff, Paul Bruegger, Marcin Chrapek, Maciej Besta, Torsten Hoefler
2025 J jnl
Demystifying Chains, Trees, and Graphs of Thoughts.
IEEE Trans. Pattern Anal. Mach. Intell.
Maciej Besta, Florim Memedi, Zhenyu Zhang, Robert Gerstenberger, Guangyuan Piao, Nils Blach, Piotr Nyczyk, Marcin Copik, Grzegorz Kwasniewski, Jürgen Müller, Lukas Gianinazzi, Ales Kubicek, Hubert Niewiadomski, Aidan O'Mahony, Onur Mutlu, Torsten Hoefler
2025 A conf
Energy-Optimal and Low-Depth Algorithmic Primitives for Spatial Dataflow Architectures.
IPDPS
Lukas Gianinazzi, Tal Ben-Nun, Maciej Besta, Saleh Ashkboos, Yves Baumann, Piotr Luczynski, Torsten Hoefler
2025 J jnl
FoldedHexaTorus: An Inter-Chiplet Interconnect Topology for Chiplet-based Systems using Organic and Glass Substrates.
CoRR
Patrick Iff, Maciej Besta, Torsten Hoefler
2025 J jnl
Higher-Order Graph Databases.
CoRR
Maciej Besta, Shriram Chandran, Jakub Cudak, Patrick Iff, Marcin Copik, Robert Gerstenberger, Tomasz Szydlo, Jürgen Müller, Torsten Hoefler
2025 J jnl
PlaceIT: Placement-based Inter-Chiplet Interconnect Topologies.
CoRR
Patrick Iff, Benigna Bruggmann, Maciej Besta, Luca Benini, Torsten Hoefler
2025 J jnl
Psychologically Enhanced AI Agents.
CoRR
Maciej Besta, Shriram Chandran, Robert Gerstenberger, Mathis Lindner, Marcin Chrapek, Sebastian Hermann Martschat, Taraneh Ghandi, Patrick Iff, Hubert Niewiadomski, Piotr Nyczyk, Jürgen Müller, Torsten Hoefler
2025 — conf
RapidChiplet: A Toolchain for Rapid Design Space Exploration of Inter-Chiplet Interconnects.
CF
Patrick Iff, Benigna Bruggmann, Blaise Morel, Maciej Besta, Luca Benini, Torsten Hoefler
2025 J jnl
Reasoning Language Models: A Blueprint.
CoRR
Maciej Besta, Julia Barth, Eric Schreiber, Ales Kubicek, Afonso Claudino Catarino, Robert Gerstenberger, Piotr Nyczyk, Patrick Iff, Yueling Li, Sam Houliston, Tomasz Sternal, Marcin Copik, Grzegorz Kwasniewski, Jürgen Müller, Lukasz Flis, Hannes Eberhard, Hubert Niewiadomski, Torsten Hoefler
2024 Misc conf
A High-Performance Design, Implementation, Deployment, and Evaluation of The Slim Fly Network.
NSDI
Nils Blach, Maciej Besta, Daniele De Sensi, Jens Domke, Hussein Harake, Shigang Li, Patrick Iff, Marek Konieczny, Kartik Lakhotia, Ales Kubicek, Marcel Ferrari, Fabrizio Petrini, Torsten Hoefler
2024 B conf
Arrow Matrix Decomposition: A Novel Approach for Communication-Efficient Sparse Matrix Multiplication.
PPoPP
Lukas Gianinazzi, Alexandros Nikolaos Ziogas, Langwen Huang, Piotr Luczynski, Saleh Ashkboosh, Florian Scheidl, Armon Carigiet, Chio Ge, Nabil Abubaker, Maciej Besta, Tal Ben-Nun, Torsten Hoefler
2024 J jnl
Arrow Matrix Decomposition: A Novel Approach for Communication-Efficient Sparse Matrix Multiplication.
CoRR
Lukas Gianinazzi, Alexandros Nikolaos Ziogas, Langwen Huang, Piotr Luczynski, Saleh Ashkboos, Florian Scheidl, Armon Carigiet, Chio Ge, Nabil Abubaker, Maciej Besta, Tal Ben-Nun, Torsten Hoefler
2024 J jnl
CheckEmbed: Effective Verification of LLM Solutions to Open-Ended Tasks.
CoRR
Maciej Besta, Lorenzo Paleari, Ales Kubicek, Piotr Nyczyk, Robert Gerstenberger, Patrick Iff, Tomasz Lehmann, Hubert Niewiadomski, Torsten Hoefler
2024 J jnl
Demystifying Graph Databases: Analysis and Taxonomy of Data Organization, System Designs, and Graph Queries.
ACM Comput. Surv.
Maciej Besta, Robert Gerstenberger, Emanuel Peter, Marc Fischer, Michal Podstawski, Claude Barthels, Gustavo Alonso, Torsten Hoefler
2024 J jnl
Demystifying Higher-Order Graph Neural Networks.
CoRR
Maciej Besta, Florian Scheidl, Lukas Gianinazzi, Shachar Klaiman, Jürgen Müller, Torsten Hoefler
2024 A* conf
Graph of Thoughts: Solving Elaborate Problems with Large Language Models.
AAAI
Maciej Besta, Nils Blach, Ales Kubicek, Robert Gerstenberger, Michal Podstawski, Lukas Gianinazzi, Joanna Gajda, Tomasz Lehmann, Hubert Niewiadomski, Piotr Nyczyk, Torsten Hoefler
2024 J jnl
Hardware Acceleration for Knowledge Graph Processing: Challenges & Recent Developments.
CoRR
Maciej Besta, Robert Gerstenberger, Patrick Iff, Pournima Sonawane, Juan Gómez-Luna, Raghavendra Kanakagiri, Rui Min, Onur Mutlu, Torsten Hoefler, Raja Appuswamy, Aidan O'Mahony
2024 A conf
High Performance Unstructured SpMM Computation Using Tensor Cores.
SC
Patrik Okanovic, Grzegorz Kwasniewski, Paolo Sylos Labini, Maciej Besta, Flavio Vella, Torsten Hoefler
2024 J jnl
High Performance Unstructured SpMM Computation Using Tensor Cores.
CoRR
Patrik Okanovic, Grzegorz Kwasniewski, Paolo Sylos Labini, Maciej Besta, Flavio Vella, Torsten Hoefler
2024 A conf
Low-Depth Spatial Tree Algorithms.
IPDPS
Yves Baumann, Tal Ben-Nun, Maciej Besta, Lukas Gianinazzi, Torsten Hoefler, Piotr Luczynski
2024 J jnl
Low-Depth Spatial Tree Algorithms.
CoRR
Yves Baumann, Tal Ben-Nun, Maciej Besta, Lukas Gianinazzi, Torsten Hoefler, Piotr Luczynski
2024 J jnl
Multi-Head RAG: Solving Multi-Aspect Problems with LLMs.
CoRR
Maciej Besta, Ales Kubicek, Roman Niggli, Robert Gerstenberger, Lucas Weitzendorf, Mingyuan Chi, Patrick Iff, Joanna Gajda, Piotr Nyczyk, Jürgen Müller, Hubert Niewiadomski, Marcin Chrapek, Michal Podstawski, Torsten Hoefler
2024 J jnl
Parallel and Distributed Graph Neural Networks: An In-Depth Concurrency Analysis.
IEEE Trans. Pattern Anal. Mach. Intell.
Maciej Besta, Torsten Hoefler
2024 B conf
PolarStar: Expanding the Horizon of Diameter-3 Networks.
SPAA
Kartik Lakhotia, Laura Monroe, Kelly Isham, Maciej Besta, Nils Blach, Torsten Hoefler, Fabrizio Petrini
2024 J jnl
Topologies of Reasoning: Demystifying Chains, Trees, and Graphs of Thoughts.
CoRR
Maciej Besta, Florim Memedi, Zhenyu Zhang, Robert Gerstenberger, Nils Blach, Piotr Nyczyk, Marcin Copik, Grzegorz Kwasniewski, Jürgen Müller, Lukas Gianinazzi, Ales Kubicek, Hubert Niewiadomski, Onur Mutlu, Torsten Hoefler
2023 J jnl
A High-Performance Design, Implementation, Deployment, and Evaluation of The Slim Fly Network.
CoRR
Nils Blach, Maciej Besta, Daniele De Sensi, Jens Domke, Hussein Harake, Shigang Li, Patrick Iff, Marek Konieczny, Kartik Lakhotia, Ales Kubicek, Marcel Ferrari, Fabrizio Petrini, Torsten Hoefler
2023 J jnl
Cached Operator Reordering: A Unified View for Fast GNN Training.
CoRR
Julia Bazinska, Andrei Ivanov, Tal Ben-Nun, Nikoli Dryden, Maciej Besta, Siyuan Shen, Torsten Hoefler
2023 J jnl
Graph of Thoughts: Solving Elaborate Problems with Large Language Models.
CoRR
Maciej Besta, Nils Blach, Ales Kubicek, Robert Gerstenberger, Lukas Gianinazzi, Joanna Gajda, Tomasz Lehmann, Michal Podstawski, Hubert Niewiadomski, Piotr Nyczyk, Torsten Hoefler
2023 — conf
HOT: Higher-Order Dynamic Graph Representation Learning With Efficient Transformers.
LoG
Maciej Besta, Afonso Claudino Catarino, Lukas Gianinazzi, Nils Blach, Piotr Nyczyk, Hubert Niewiadomski, Torsten Hoefler
2023 J jnl
HOT: Higher-Order Dynamic Graph Representation Learning with Efficient Transformers.
CoRR
Maciej Besta, Afonso Claudino Catarino, Lukas Gianinazzi, Nils Blach, Piotr Nyczyk, Hubert Niewiadomski, Torsten Hoefler
2023 A* conf
HexaMesh: Scaling to Hundreds of Chiplets with an Optimized Chiplet Arrangement.
DAC
Patrick Iff, Maciej Besta, Matheus A. Cavalcante, Tim Fischer, Luca Benini, Torsten Hoefler
2023 J jnl
High-Performance Graph Databases That Are Portable, Programmable, and Scale to Hundreds of Thousands of Cores.
CoRR
Maciej Besta, Robert Gerstenberger, Marc Fischer, Michal Podstawski, Jürgen Müller, Nils Blach, Berke Egeli, George Mitenkov, Wojciech Chlapek, Marek T. Michalewicz, Torsten Hoefler
2023 A conf
High-Performance and Programmable Attentional Graph Neural Networks with Global Tensor Formulations.
SC
Maciej Besta, Pawel Renc, Robert Gerstenberger, Paolo Sylos Labini, Alexandros Nikolaos Ziogas, Tiancheng Chen, Lukas Gianinazzi, Florian Scheidl, Kalman Szenes, Armon Carigiet, Patrick Iff, Grzegorz Kwasniewski, Raghavendra Kanakagiri, Chio Ge, Sammy Jaeger, Jaroslaw Was, Flavio Vella, Torsten Hoefler
2023 B conf
In-network Allreduce with Multiple Spanning Trees on PolarFly.
SPAA
Kartik Lakhotia, Kelly Isham, Laura Monroe, Maciej Besta, Torsten Hoefler, Fabrizio Petrini
2023 J jnl
PolarStar: Expanding the Scalability Horizon of Diameter-3 Networks.
CoRR
Kartik Lakhotia, Laura Monroe, Kelly Isham, Maciej Besta, Nils Blach, Torsten Hoefler, Fabrizio Petrini
2023 J jnl
Practice of Streaming Processing of Dynamic Graphs: Concepts, Models, and Systems.
IEEE Trans. Parallel Distributed Syst.
Maciej Besta, Marc Fischer, Vasiliki Kalavri, Michael Kapralov, Torsten Hoefler
2023 J jnl
RapidChiplet: A Toolchain for Rapid Design Space Exploration of Chiplet Architectures.
CoRR
Patrick Iff, Benigna Bruggmann, Maciej Besta, Luca Benini, Torsten Hoefler
2023 A* conf
Sparse Hamming Graph: A Customizable Network-on-Chip Topology.
DAC
Patrick Iff, Maciej Besta, Matheus A. Cavalcante, Tim Fischer, Luca Benini, Torsten Hoefler
2023 A conf
The Graph Database Interface: Scaling Online Transactional and Analytical Graph Workloads to Hundreds of Thousands of Cores.
SC
Maciej Besta, Robert Gerstenberger, Marc Fischer, Michal Podstawski, Nils Blach, Berke Egeli, George Mitenkov, Wojciech Chlapek, Marek T. Michalewicz, Hubert Niewiadomski, Jürgen Müller, Torsten Hoefler
2022 A conf
Asynchronous Distributed-Memory Triangle Counting and LCC with RMA Caching.
IPDPS
András Strausz, Flavio Vella, Salvatore Di Girolamo, Maciej Besta, Torsten Hoefler
2022 J jnl
Asynchronous Distributed-Memory Triangle Counting and LCC with RMA Caching.
CoRR
András Strausz, Flavio Vella, Salvatore Di Girolamo, Maciej Besta, Torsten Hoefler
2022 A conf
Building Blocks for Network-Accelerated Distributed File Systems.
SC
Salvatore Di Girolamo, Daniele De Sensi, Konstantin Taranov, Milos Malesevic, Maciej Besta, Timo Schneider, Severin Kistler, Torsten Hoefler
2022 J jnl
Building Blocks for Network-Accelerated Distributed File Systems.
CoRR
Salvatore Di Girolamo, Daniele De Sensi, Konstantin Taranov, Milos Malesevic, Maciej Besta, Timo Schneider, Severin Kistler, Torsten Hoefler
2022 J jnl
HexaMesh: Scaling to Hundreds of Chiplets with an Optimized Chiplet Arrangement.
CoRR
Patrick Iff, Maciej Besta, Matheus A. Cavalcante, Tim Fischer, Luca Benini, Torsten Hoefler
2022 A conf
I/O-Optimal Cache-Oblivious Sparse Matrix-Sparse Matrix Multiplication.
IPDPS
Niels Gleinig, Maciej Besta, Torsten Hoefler
2022 A* conf
Motif Prediction with Graph Neural Networks.
KDD
Maciej Besta, Raphael Grob, Cesare Miglioli, Nicola Bernold, Grzegorz Kwasniewski, Gabriel Gjini, Raghavendra Kanakagiri, Saleh Ashkboos, Lukas Gianinazzi, Nikoli Dryden, Torsten Hoefler
2022 — conf
Neural Graph Databases.
LoG
Maciej Besta, Patrick Iff, Florian Scheidl, Kazuki Osawa, Nikoli Dryden, Michal Podstawski, Tiancheng Chen, Torsten Hoefler
2022 J jnl
Neural Graph Databases.
CoRR
Maciej Besta, Patrick Iff, Florian Scheidl, Kazuki Osawa, Nikoli Dryden, Michal Podstawski, Tiancheng Chen, Torsten Hoefler
2022 J jnl
Parallel and Distributed Graph Neural Networks: An In-Depth Concurrency Analysis.
CoRR
Maciej Besta, Torsten Hoefler
2022 A conf
PolarFly: A Cost-Effective and Flexible Low-Diameter Topology.
SC
Kartik Lakhotia, Maciej Besta, Laura Monroe, Kelly Isham, Patrick Iff, Torsten Hoefler, Fabrizio Petrini
2022 J jnl
PolarFly: A Cost-Effective and Flexible Low-Diameter Topology.
CoRR
Kartik Lakhotia, Maciej Besta, Laura Monroe, Kelly Isham, Patrick Iff, Torsten Hoefler, Fabrizio Petrini
2022 A conf
ProbGraph: High-Performance and High-Accuracy Graph Mining with Probabilistic Set Representations.
SC
Maciej Besta, Cesare Miglioli, Paolo Sylos Labini, Jakub Tetek, Patrick Iff, Raghavendra Kanakagiri, Saleh Ashkboos, Kacper Janda, Michal Podstawski, Grzegorz Kwasniewski, Niels Gleinig, Flavio Vella, Onur Mutlu, Torsten Hoefler
2022 J jnl
ProbGraph: High-Performance and High-Accuracy Graph Mining with Probabilistic Set Representations.
CoRR
Maciej Besta, Cesare Miglioli, Paolo Sylos Labini, Jakub Tetek, Patrick Iff, Raghavendra Kanakagiri, Saleh Ashkboos, Kacper Janda, Michal Podstawski, Grzegorz Kwasniewski, Niels Gleinig, Flavio Vella, Onur Mutlu, Torsten Hoefler
2022 J jnl
Sparse Hamming Graph: A Customizable Network-on-Chip Topology.
CoRR
Patrick Iff, Maciej Besta, Matheus A. Cavalcante, Tim Fischer, Luca Benini, Torsten Hoefler
2021 — —
Enabling High-Performance Large-Scale Irregular Computations.
Maciej Besta
2021 J jnl
GraphMineSuite: Enabling High-Performance and Programmable Graph Mining Algorithms with Set Algebra.
CoRR
Maciej Besta, Zur Vonarburg-Shmaria, Yannick Schaffner, Leonardo Schwarz, Grzegorz Kwasniewski, Lukas Gianinazzi, Jakub Beránek, Kacper Janda, Tobias Holenstein, Sebastian Leisinger, Peter Tatkowski, Esref Özdemir, Adrian Balla, Marcin Copik, Philipp Lindenberger, Pavel Kalvoda, Marek Konieczny, Onur Mutlu, Torsten Hoefler
2021 J jnl
GraphMineSuite: Enabling High-Performance and Programmable Graph Mining Algorithms with Set Algebra.
Proc. VLDB Endow.
Maciej Besta, Zur Vonarburg-Shmaria, Yannick Schaffner, Leonardo Schwarz, Grzegorz Kwasniewski, Lukas Gianinazzi, Jakub Beránek, Kacper Janda, Tobias Holenstein, Sebastian Leisinger, Peter Tatkowski, Esref Özdemir, Adrian Balla, Marcin Copik, Philipp Lindenberger, Marek Konieczny, Onur Mutlu, Torsten Hoefler
2021 J jnl
High-Performance Routing With Multipathing and Path Diversity in Ethernet and HPC Networks.
IEEE Trans. Parallel Distributed Syst.
Maciej Besta, Jens Domke, Marcel Schneider, Marek Konieczny, Salvatore Di Girolamo, Timo Schneider, Ankit Singla, Torsten Hoefler
2021 J jnl
Learning Combinatorial Node Labeling Algorithms.
CoRR
Lukas Gianinazzi, Maximilian Fries, Nikoli Dryden, Tal Ben-Nun, Maciej Besta, Torsten Hoefler
2021 J jnl
Motif Prediction with Graph Neural Networks.
CoRR
Maciej Besta, Raphael Grob, Cesare Miglioli, Nicola Bernold, Grzegorz Kwasniewski, Gabriel Gjini, Raghavendra Kanakagiri, Saleh Ashkboos, Lukas Gianinazzi, Nikoli Dryden, Torsten Hoefler
2021 J jnl
On the Parallel I/O Optimality of Linear Algebra Kernels: Near-Optimal Matrix Factorizations.
CoRR
Grzegorz Kwasniewski, Marko Kabic, Tal Ben-Nun, Alexandros Nikolaos Ziogas, Jens Eirik Saethre, André Gaillard, Timo Schneider, Maciej Besta, Anton Kozhevnikov, Joost VandeVondele, Torsten Hoefler
2021 B conf
On the parallel I/O optimality of linear algebra kernels: near-optimal LU factorization.
PPoPP
Grzegorz Kwasniewski, Tal Ben-Nun, Alexandros Nikolaos Ziogas, Timo Schneider, Maciej Besta, Torsten Hoefler
2021 A conf
On the parallel I/O optimality of linear algebra kernels: near-optimal matrix factorizations.
SC
Grzegorz Kwasniewski, Marko Kabic, Tal Ben-Nun, Alexandros Nikolaos Ziogas, Jens Eirik Saethre, André Gaillard, Timo Schneider, Maciej Besta, Anton Kozhevnikov, Joost VandeVondele, Torsten Hoefler
2021 B conf
Parallel Algorithms for Finding Large Cliques in Sparse Graphs.
SPAA
Lukas Gianinazzi, Maciej Besta, Yannick Schaffner, Torsten Hoefler
2021 J jnl
Parallel Algorithms for Finding Large Cliques in Sparse Graphs.
CoRR
Lukas Gianinazzi, Maciej Besta, Yannick Schaffner, Torsten Hoefler
2021 B conf
Pebbles, Graphs, and a Pinch of Combinatorics: Towards Tight I/O Lower Bounds for Statically Analyzable Programs.
SPAA
Grzegorz Kwasniewski, Tal Ben-Nun, Lukas Gianinazzi, Alexandru Calotoiu, Timo Schneider, Alexandros Nikolaos Ziogas, Maciej Besta, Torsten Hoefler
2021 J jnl
Pebbles, Graphs, and a Pinch of Combinatorics: Towards Tight I/O Lower Bounds for Statically Analyzable Programs.
CoRR
Grzegorz Kwasniewski, Tal Ben-Nun, Lukas Gianinazzi, Alexandru Calotoiu, Timo Schneider, Alexandros Nikolaos Ziogas, Maciej Besta, Torsten Hoefler
2021 A* conf
SISA: Set-Centric Instruction Set Architecture for Graph Mining on Processing-in-Memory Systems.
MICRO
Maciej Besta, Raghavendra Kanakagiri, Grzegorz Kwasniewski, Rachata Ausavarungnirun, Jakub Beránek, Konstantinos Kanellopoulos, Kacper Janda, Zur Vonarburg-Shmaria, Lukas Gianinazzi, Ioana Stefan, Juan Gómez-Luna, Jakub Golinowski, Marcin Copik, Lukas Kapp-Schwoerer, Salvatore Di Girolamo, Nils Blach, Marek Konieczny, Onur Mutlu, Torsten Hoefler
2021 J jnl
SISA: Set-Centric Instruction Set Architecture for Graph Mining on Processing-in-Memory Systems.
CoRR
Maciej Besta, Raghavendra Kanakagiri, Grzegorz Kwasniewski, Rachata Ausavarungnirun, Jakub Beránek, Konstantinos Kanellopoulos, Kacper Janda, Zur Vonarburg-Shmaria, Lukas Gianinazzi, Ioana Stefan, Juan Gómez-Luna, Marcin Copik, Lukas Kapp-Schwoerer, Salvatore Di Girolamo, Marek Konieczny, Onur Mutlu, Torsten Hoefler
2021 A conf
SeBS: a serverless benchmark suite for function-as-a-service computing.
Middleware
Marcin Copik, Grzegorz Kwasniewski, Maciej Besta, Michal Podstawski, Torsten Hoefler
2021 J jnl
The future is big graphs: a community view on graph processing systems.
Commun. ACM
Sherif Sakr, Angela Bonifati, Hannes Voigt, Alexandru Iosup, Khaled Ammar, Renzo Angles, Walid G. Aref, Marcelo Arenas, Maciej Besta, Peter A. Boncz, Khuzaima Daudjee, Emanuele Della Valle, Stefania Dumbrava, Olaf Hartig, Bernhard Haslhofer, Tim Hegeman, Jan Hidders, Katja Hose, Adriana Iamnitchi, Vasiliki Kalavri, Hugo Kapp, Wim Martens, M. Tamer Özsu, Eric Peukert, Stefan Plantikow, Mohamed Ragab, Matei Ripeanu, Semih Salihoglu, Christian Schulz, Petra Selmer, Juan F. Sequeda, Joshua Shinavier, Gábor Szárnyas, Riccardo Tommasini, Antonino Tumeo, Alexandru Uta, Ana Lucia Varbanescu, Hsiang-Yun Wu, Nikolay Yakovets, Da Yan, Eiko Yoneki
2021 J jnl
Towards Million-Server Network Simulations on Just a Laptop.
CoRR
Maciej Besta, Marcel Schneider, Salvatore Di Girolamo, Ankit Singla, Torsten Hoefler
2021 J jnl
Transformations of High-Level Synthesis Codes for High-Performance Computing.
IEEE Trans. Parallel Distributed Syst.
Johannes de Fine Licht, Maciej Besta, Simon Meierhans, Torsten Hoefler
2020 J jnl
Accelerating Irregular Computations with Hardware Transactional Memory and Active Messages.
CoRR
Maciej Besta, Torsten Hoefler
2020 A conf
Communication-Efficient Jaccard similarity for High-Performance Distributed Genome Comparisons.
IPDPS
Maciej Besta, Raghavendra Kanakagiri, Harun Mustafa, Mikhail Karasikov, Gunnar Rätsch, Torsten Hoefler, Edgar Solomonik
2020 J jnl
Enabling Highly-Scalable Remote Memory Access Programming with MPI-3 One Sided.
CoRR
Robert Gerstenberger, Maciej Besta, Torsten Hoefler
2020 J jnl
Evaluating the Cost of Atomic Operations on Modern Architectures.
CoRR
Hermann Schweizer, Maciej Besta, Torsten Hoefler
2020 A conf
FatPaths: routing in supercomputers and data centers when shortest paths fall short.
SC
Maciej Besta, Marcel Schneider, Marek Konieczny, Karolina Cynk, Erik Henriksson, Salvatore Di Girolamo, Ankit Singla, Torsten Hoefler
2020 J jnl
Fault Tolerance for Remote Memory Access Programming Models.
CoRR
Maciej Besta, Torsten Hoefler
2020 J jnl
High-Performance Distributed RMA Locks.
CoRR
Patrick Schmid, Maciej Besta, Torsten Hoefler
2020 J jnl
High-Performance Parallel Graph Coloring with Strong Guarantees on Work, Depth, and Quality.
CoRR
Maciej Besta, Armon Carigiet, Zur Vonarburg-Shmaria, Kacper Janda, Lukas Gianinazzi, Torsten Hoefler
2020 J jnl
High-Performance Routing with Multipathing and Path Diversity in Supercomputers and Data Centers.
CoRR
Maciej Besta, Jens Domke, Marcel Schneider, Marek Konieczny, Salvatore Di Girolamo, Timo Schneider, Ankit Singla, Torsten Hoefler
2020 A conf
High-performance parallel graph coloring with strong guarantees on work, depth, and quality.
SC
Maciej Besta, Armon Carigiet, Kacper Janda, Zur Vonarburg-Shmaria, Lukas Gianinazzi, Torsten Hoefler
2020 J jnl
Log(Graph): A Near-Optimal High-Performance Graph Representation.
CoRR
Maciej Besta, Dimitri Stanojevic, Tijana Zivic, Jagpreet Singh, Maurice Hoerold, Torsten Hoefler
2020 J jnl
On the Parallel I/O Optimality of Linear Algebra Kernels: Near-Optimal LU Factorization.
CoRR
Grzegorz Kwasniewski, Tal Ben-Nun, Alexandros Nikolaos Ziogas, Timo Schneider, Maciej Besta, Torsten Hoefler
2020 J jnl
SeBS: A Serverless Benchmark Suite for Function-as-a-Service Computing.
CoRR
Marcin Copik, Grzegorz Kwasniewski, Maciej Besta, Michal Podstawski, Torsten Hoefler
2020 J jnl
Slim NoC: A Low-Diameter On-Chip Network Topology for High Energy Efficiency and Scalability.
CoRR
Maciej Besta, Syed Minhaj Hassan, Sudhakar Yalamanchili, Rachata Ausavarungnirun, Onur Mutlu, Torsten Hoefler
2020 J jnl
SlimSell: A Vectorizable Graph Representation for Breadth-First Search.
CoRR
Maciej Besta, Florian Marending, Edgar Solomonik, Torsten Hoefler
2020 J jnl
Substream-Centric Maximum Matchings on FPGA.
CoRR
Maciej Besta, Marc Fischer, Tal Ben-Nun, Dimitri Stanojevic, Johannes de Fine Licht, Torsten Hoefler
2020 J jnl
Substream-Centric Maximum Matchings on FPGA.
ACM Trans. Reconfigurable Technol. Syst.
Maciej Besta, Marc Fischer, Tal Ben-Nun, Dimitri Stanojevic, Johannes de Fine Licht, Torsten Hoefler
2020 J jnl
The Future is Big Graphs! A Community View on Graph Processing Systems.
CoRR
Sherif Sakr, Angela Bonifati, Hannes Voigt, Alexandru Iosup, Khaled Ammar, Renzo Angles, Walid G. Aref, Marcelo Arenas, Maciej Besta, Peter A. Boncz, Khuzaima Daudjee, Emanuele Della Valle, Stefania Dumbrava, Olaf Hartig, Bernhard Haslhofer, Tim Hegeman, Jan Hidders, Katja Hose, Adriana Iamnitchi, Vasiliki Kalavri, Hugo Kapp, Wim Martens, M. Tamer Özsu, Eric Peukert, Stefan Plantikow, Mohamed Ragab, Matei Ripeanu, Semih Salihoglu, Christian Schulz, Petra Selmer, Juan F. Sequeda, Joshua Shinavier, Gábor Szárnyas, Riccardo Tommasini, Antonino Tumeo, Alexandru Uta, Ana Lucia Varbanescu, Hsiang-Yun Wu, Nikolay Yakovets, Da Yan, Eiko Yoneki
2020 J jnl
To Push or To Pull: On Reducing Communication and Synchronization in Graph Computations.
CoRR
Maciej Besta, Michal Podstawski, Linus Groner, Edgar Solomonik, Torsten Hoefler
2019 A conf
A Modular Benchmarking Infrastructure for High-Performance and Reproducible Deep Learning.
IPDPS
Tal Ben-Nun, Maciej Besta, Simon Huber, Alexandros Nikolaos Ziogas, Daniel Peter, Torsten Hoefler
2019 J jnl
A Modular Benchmarking Infrastructure for High-Performance and Reproducible Deep Learning.
CoRR
Tal Ben-Nun, Maciej Besta, Simon Huber, Alexandros Nikolaos Ziogas, Daniel Peter, Torsten Hoefler
2019 J jnl
Active Access: A Mechanism for High-Performance Distributed Data-Centric Computations.
CoRR
Maciej Besta, Torsten Hoefler
2019 J jnl
Communication-Efficient Jaccard Similarity for High-Performance Distributed Genome Comparisons.
CoRR
Maciej Besta, Raghavendra Kanakagiri, Harun Mustafa, Mikhail Karasikov, Gunnar Rätsch, Torsten Hoefler, Edgar Solomonik
2019 J jnl
Demystifying Graph Databases: Analysis and Taxonomy of Data Organization, System Designs, and Graph Queries.
CoRR
Maciej Besta, Emanuel Peter, Robert Gerstenberger, Marc Fischer, Michal Podstawski, Claude Barthels, Gustavo Alonso, Torsten Hoefler
2019 J jnl
FatPaths: Routing in Supercomputers, Data Centers, and Clouds with Low-Diameter Networks when Shortest Paths Fall Short.
CoRR
Maciej Besta, Marcel Schneider, Karolina Cynk, Marek Konieczny, Erik Henriksson, Salvatore Di Girolamo, Ankit Singla, Torsten Hoefler
2019 J jnl
Graph Processing on FPGAs: Taxonomy, Survey, Challenges.
CoRR
Maciej Besta, Dimitri Stanojevic, Johannes de Fine Licht, Tal Ben-Nun, Torsten Hoefler
2019 J jnl
Network-Accelerated Non-Contiguous Memory Transfers.
CoRR
Salvatore Di Girolamo, Konstantin Taranov, Andreas Kurth, Michael Schaffner, Timo Schneider, Jakub Beránek, Maciej Besta, Luca Benini, Duncan Roweth, Torsten Hoefler
2019 A conf
Network-accelerated non-contiguous memory transfers.
SC
Salvatore Di Girolamo, Konstantin Taranov, Andreas Kurth, Michael Schaffner, Timo Schneider, Jakub Beránek, Maciej Besta, Luca Benini, Duncan Roweth, Torsten Hoefler
2019 J jnl
Practice of Streaming and Dynamic Graphs: Concepts, Models, Systems, and Parallelism.
CoRR
Maciej Besta, Marc Fischer, Vasiliki Kalavri, Michael Kapralov, Torsten Hoefler
2019 A conf
Red-blue pebbling revisited: near optimal parallel matrix-matrix multiplication.
SC
Grzegorz Kwasniewski, Marko Kabic, Maciej Besta, Joost VandeVondele, Raffaele Solcà, Torsten Hoefler
2019 J jnl
Red-blue pebbling revisited: near optimal parallel matrix-matrix multiplication.
CoRR
Grzegorz Kwasniewski, Marko Kabic, Maciej Besta, Joost VandeVondele, Raffaele Solcà, Torsten Hoefler
2019 J jnl
Slim Fly: A Cost Effective Low-Diameter Network Topology.
CoRR
Maciej Besta, Torsten Hoefler
2019 J jnl
Slim Graph: Practical Lossy Graph Compression for Approximate Graph Processing, Storage, and Analytics.
CoRR
Maciej Besta, Simon Weber, Lukas Gianinazzi, Robert Gerstenberger, Andrey Ivanov, Yishai Oltchik, Torsten Hoefler
2019 A conf
Slim graph: practical lossy graph compression for approximate graph processing, storage, and analytics.
SC
Maciej Besta, Simon Weber, Lukas Gianinazzi, Robert Gerstenberger, Andrey Ivanov, Yishai Oltchik, Torsten Hoefler
2019 A conf
Substream-Centric Maximum Matchings on FPGA.
FPGA
Maciej Besta, Marc Fischer, Tal Ben-Nun, Johannes de Fine Licht, Torsten Hoefler
2018 B conf
Communication-avoiding parallel minimum cuts and connected components.
PPoPP
Lukas Gianinazzi, Pavel Kalvoda, Alessandro De Palma, Maciej Besta, Torsten Hoefler
2018 J jnl
Enabling highly scalable remote memory access programming with MPI-3 one sided.
Commun. ACM
Robert Gerstenberger, Maciej Besta, Torsten Hoefler
2018 B conf
Log(graph): a near-optimal high-performance graph representation.
PACT
Maciej Besta, Dimitri Stanojevic, Tijana Zivic, Jagpreet Singh, Maurice Hoerold, Torsten Hoefler
2018 A* conf
Slim NoC: A Low-Diameter On-Chip Network Topology for High Energy Efficiency and Scalability.
ASPLOS
Maciej Besta, Syed Minhaj Hassan, Sudhakar Yalamanchili, Rachata Ausavarungnirun, Onur Mutlu, Torsten Hoefler
2018 J jnl
Survey and Taxonomy of Lossless Graph Compression and Space-Efficient Graph Representations.
CoRR
Maciej Besta, Torsten Hoefler
2018 J jnl
Transformations of High-Level Synthesis Codes for High-Performance Computing.
CoRR
Johannes de Fine Licht, Maciej Besta, Simon Meierhans, Torsten Hoefler
2017 A conf
Scaling betweenness centrality using communication-efficient sparse matrix multiplication.
SC
Edgar Solomonik, Maciej Besta, Flavio Vella, Torsten Hoefler
2017 A conf
SlimSell: A Vectorizable Graph Representation for Breadth-First Search.
IPDPS
Maciej Besta, Florian Marending, Edgar Solomonik, Torsten Hoefler
2017 A conf
To Push or To Pull: On Reducing Communication and Synchronization in Graph Computations.
HPDC
Maciej Besta, Michal Podstawski, Linus Groner, Edgar Solomonik, Torsten Hoefler
2016 J jnl
Betweenness Centrality is more Parallelizable than Dense Matrix Multiplication.
CoRR
Edgar Solomonik, Maciej Besta, Flavio Vella, Torsten Hoefler
2016 A conf
High-Performance Distributed RMA Locks.
HPDC
Patrick Schmid, Maciej Besta, Torsten Hoefler
2015 A conf
Accelerating Irregular Computations with Hardware Transactional Memory and Active Messages.
HPDC
Maciej Besta, Torsten Hoefler
2015 A conf
Active Access: A Mechanism for High-Performance Distributed Data-Centric Computations.
ICS
Maciej Besta, Torsten Hoefler
2015 B conf
Evaluating the Cost of Atomic Operations on Modern Architectures.
PACT
Hermann Schweizer, Maciej Besta, Torsten Hoefler
2014 J jnl
Enabling highly-scalable remote memory access programming with MPI-3 One Sided.
Sci. Program.
Robert Gerstenberger, Maciej Besta, Torsten Hoefler
2014 A conf
Fault tolerance for remote memory access programming models.
HPDC
Maciej Besta, Torsten Hoefler
2014 A conf
Slim Fly: A Cost Effective Low-Diameter Network Topology.
SC
Maciej Besta, Torsten Hoefler
2013 A conf
Enabling highly-scalable remote memory access programming with MPI-3 one sided.
SC
Robert Gerstenberger, Maciej Besta, Torsten Hoefler