Search Results - "Gerstenberger, Robert"

Application-oriented ping-pong benchmarking: how to assess the real communication overheads by Schneider, Timo, Gerstenberger, Robert, Hoefler, Torsten

“…Moving data between processes has often been discussed as one of the major bottlenecks in parallel computing—there is a large body of research, striving to…”
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In Situ Experiments with Synchrotron High-Energy X-Rays and Neutrons by Staron, Peter, Fischer, Torben, Lippmann, Thomas, Stark, Andreas, Daneshpour, Shahrokh, Schnubel, Dirk, Uhlmann, Eckart, Gerstenberger, Robert, Camin, Bettina, Reimers, Walter, Eidenberger, Elisabeth, Clemens, Helmut, Huber, Norbert, Schreyer, Andreas

“…High‐energy X‐rays offer the large penetration depths that are often required for determination of bulk properties in engineering materials research. Photon…”
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Space resolved microstructural characteristics in the chip formation zone of orthogonal cut C45E steel samples characterized by diffraction experiments by Brömmelhoff, Katrin, Henze, Steffen, Gerstenberger, Robert, Fischer, Torben, Schell, Norbert, Uhlmann, Eckart, Reimers, Walter

“…•Diffraction experiments during orthogonal cutting of steel were conducted.•Local microstructural development was discussed for different measuring…”
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Quasi-static chip formation of intermetallic titanium aluminides by Uhlmann, Eckart, Herter, Stefan, Gerstenberger, Robert, Roeder, Martin

“…As a result of the development of new materials for high temperature applications the potential for mass reduction and increased process temperatures is…”
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Enabling highly-scalable remote memory access programming with MPI-3 one sided by Gerstenberger, Robert, Besta, Maciej, Hoefler, Torsten

“…Modern interconnects offer remote direct memory access (RDMA) features. Yet, most applications rely on explicit message passing for communications albeit their…”
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Enabling Highly-Scalable Remote Memory Access Programming with MPI-3 One Sided by Gerstenberger, Robert, Besta, Maciej, Hoefler, Torsten

“…Proceedings of the ACM/IEEE International Conference on High Performance Computing, Networking, Storage and Analysis, pages 53:1--53:12, November 2013 Modern…”
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CheckEmbed: Effective Verification of LLM Solutions to Open-Ended Tasks by Besta, Maciej, Paleari, Lorenzo, Kubicek, Ales, Nyczyk, Piotr, Gerstenberger, Robert, Iff, Patrick, Lehmann, Tomasz, Niewiadomski, Hubert, Hoefler, Torsten

“…Large Language Models (LLMs) are revolutionizing various domains, yet verifying their answers remains a significant challenge, especially for intricate…”
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The Graph Database Interface: Scaling Online Transactional and Analytical Graph Workloads to Hundreds of Thousands of Cores by Besta, Maciej, Gerstenberger, Robert, Fischer, Marc, Podstawski, Michal, Blach, Nils, Egeli, Berke, Mitenkov, Georgy, Chlapek, Wojciech, Michalewicz, Marek, Niewiadomski, Hubert, Muller, Juraen, Hoefler, Torsten

“…Graph databases (GDBs) are crucial in academic and industry applications. The key challenges in developing GDBs are achieving high performance, scalability,…”
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Hardware Acceleration for Knowledge Graph Processing: Challenges & Recent Developments by Besta, Maciej, Gerstenberger, Robert, Iff, Patrick, Sonawane, Pournima, Luna, Juan Gómez, Kanakagiri, Raghavendra, Min, Rui, Mutlu, Onur, Hoefler, Torsten, Appuswamy, Raja, Mahony, Aidan O

“…Knowledge graphs (KGs) have achieved significant attention in recent years, particularly in the area of the Semantic Web as well as gaining popularity in other…”
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Multi-Head RAG: Solving Multi-Aspect Problems with LLMs by Besta, Maciej, Kubicek, Ales, Niggli, Roman, Gerstenberger, Robert, Weitzendorf, Lucas, Chi, Mingyuan, Iff, Patrick, Gajda, Joanna, Nyczyk, Piotr, Müller, Jürgen, Niewiadomski, Hubert, Chrapek, Marcin, Podstawski, Michał, Hoefler, Torsten

“…Retrieval Augmented Generation (RAG) enhances the abilities of Large Language Models (LLMs) by enabling the retrieval of documents into the LLM context to…”
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Graph of Thoughts: Solving Elaborate Problems with Large Language Models by Besta, Maciej, Blach, Nils, Kubicek, Ales, Gerstenberger, Robert, Podstawski, Michal, Gianinazzi, Lukas, Gajda, Joanna, Lehmann, Tomasz, Niewiadomski, Hubert, Nyczyk, Piotr, Hoefler, Torsten

“…Proceedings of the AAAI Conference on Artificial Intelligence 2024 (AAAI'24) We introduce Graph of Thoughts (GoT): a framework that advances prompting…”
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The Graph Database Interface: Scaling Online Transactional and Analytical Graph Workloads to Hundreds of Thousands of Cores by Besta, Maciej, Gerstenberger, Robert, Fischer, Marc, Podstawski, Michał, Blach, Nils, Egeli, Berke, Mitenkov, Georgy, Chlapek, Wojciech, Michalewicz, Marek, Niewiadomski, Hubert, Müller, Jürgen, Hoefler, Torsten

“…Proceedings of the International Conference on High Performance Computing, Networking, Storage and Analysis, 2023 (SC '23) Graph databases (GDBs) are crucial…”
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Demystifying Chains, Trees, and Graphs of Thoughts by Besta, Maciej, Memedi, Florim, Zhang, Zhenyu, Gerstenberger, Robert, Piao, Guangyuan, Blach, Nils, Nyczyk, Piotr, Copik, Marcin, Kwaśniewski, Grzegorz, Müller, Jürgen, Gianinazzi, Lukas, Kubicek, Ales, Niewiadomski, Hubert, O'Mahony, Aidan, Mutlu, Onur, Hoefler, Torsten

“…The field of natural language processing (NLP) has witnessed significant progress in recent years, with a notable focus on improving large language models'…”
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High-Performance and Programmable Attentional Graph Neural Networks with Global Tensor Formulations by Besta, Maciej, Renc, Pawel, Gerstenberger, Robert, Labini, Paolo Sylos, Ziogas, Alexandros, Chen, Tiancheng, Gianinazzi, Lukas, Scheidl, Florian, Szenes, Kalman, Carigiet, Armon, Iff, Patrick, Kwasniewski, Grzegorz, Kanakagiri, Raghavendra, Ge, Chio, Jaeger, Sammy, Was, Jaroslaw, Vella, Flavio, Hoefler, Torsten

“…Graph attention models (A-GNNs), a type of Graph Neural Networks (GNNs), have been shown to be more powerful than simpler convolutional GNNs (C-GNNs). However,…”
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Slim Graph: Practical Lossy Graph Compression for Approximate Graph Processing, Storage, and Analytics by Besta, Maciej, Weber, Simon, Gianinazzi, Lukas, Gerstenberger, Robert, Ivanov, Andrey, Oltchik, Yishai, Hoefler, Torsten

“…Proceedings of the ACM/IEEE International Conference on High Performance Computing, Networking, Storage and Analysis (SC19), November 2020. Best Paper…”
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Demystifying Graph Databases: Analysis and Taxonomy of Data Organization, System Designs, and Graph Queries by Besta, Maciej, Gerstenberger, Robert, Peter, Emanuel, Fischer, Marc, Podstawski, Michał, Barthels, Claude, Alonso, Gustavo, Hoefler, Torsten

“…Graph processing has become an important part of multiple areas of computer science, such as machine learning, computational sciences, medical applications,…”
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