Search Results - "Iff, Patrick"

HexaMesh: Scaling to Hundreds of Chiplets with an Optimized Chiplet Arrangement by Iff, Patrick, Besta, Maciej, Cavalcante, Matheus, Fischer, Tim, Benini, Luca, Hoefler, Torsten

“…2.5D integration is an important technique to tackle the growing cost of manufacturing chips in advanced technology nodes. This poses the challenge of…”
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Sparse Hamming Graph: A Customizable Network-on-Chip Topology by Iff, Patrick, Besta, Maciej, Cavalcante, Matheus, Fischer, Tim, Benini, Luca, Hoefler, Torsten

“…Chips with hundreds to thousands of cores require scalable networks-on-chip (NoCs). Customization of the NoC topology is necessary to reach the diverse design…”
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RapidChiplet: A Toolchain for Rapid Design Space Exploration of Chiplet Architectures by Iff, Patrick, Bruggmann, Benigna, Besta, Maciej, Benini, Luca, Hoefler, Torsten

“…Chiplet architectures are a promising paradigm to overcome the scaling challenges of monolithic chips. Chiplets offer heterogeneity, modularity, and…”
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Near-Optimal Wafer-Scale Reduce by Luczynski, Piotr, Gianinazzi, Lukas, Iff, Patrick, Wilson, Leighton, De Sensi, Daniele, Hoefler, Torsten

“…HPDC '24: Proceedings of the 33rd International Symposium on High-Performance Parallel and Distributed Computing (2024) 334 - 347 Efficient Reduce and…”
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PolarFly: A Cost-Effective and Flexible Low-Diameter Topology by Lakhotia, Kartik, Besta, Maciej, Monroe, Laura, Isham, Kelly, Iff, Patrick, Hoefler, Torsten, Petrini, Fabrizio

“…In this paper we present PolarFly, a diameter-2 network topology based on the Erdos-Renyi family of polarity graphs from finite geometry. This is the first…”
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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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PolarFly: A Cost-Effective and Flexible Low-Diameter Topology by Lakhotia, Kartik, Besta, Maciej, Monroe, Laura, Isham, Kelly, Iff, Patrick, Hoefler, Torsten, Petrini, Fabrizio

“…In this paper we present PolarFly, a diameter-2 network topology based on the Erdos-Renyi family of polarity graphs from finite geometry. This is a highly…”
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Sparse Hamming Graph: A Customizable Network-on-Chip Topology by Iff, Patrick, Besta, Maciej, Cavalcante, Matheus, Fischer, Tim, Benini, Luca, Hoefler, Torsten

“…Chips with hundreds to thousands of cores require scalable networks-on-chip (NoCs). Customization of the NoC topology is necessary to reach the diverse design…”
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HexaMesh: Scaling to Hundreds of Chiplets with an Optimized Chiplet Arrangement by Iff, Patrick, Besta, Maciej, Cavalcante, Matheus, Fischer, Tim, Benini, Luca, Hoefler, Torsten

“…2.5D integration is an important technique to tackle the growing cost of manufacturing chips in advanced technology nodes. This poses the challenge of…”
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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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Neural Graph Databases by Besta, Maciej, Iff, Patrick, Scheidl, Florian, Osawa, Kazuki, Dryden, Nikoli, Podstawski, Michal, Chen, Tiancheng, Hoefler, Torsten

“…Learning on Graphs (LOG) 2022 Graph databases (GDBs) enable processing and analysis of unstructured, complex, rich, and usually vast graph datasets. Despite…”
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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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A High-Performance Design, Implementation, Deployment, and Evaluation of The Slim Fly Network by Blach, Nils, Besta, Maciej, De Sensi, Daniele, Domke, Jens, Harake, Hussein, Li, Shigang, Iff, Patrick, Konieczny, Marek, Lakhotia, Kartik, Kubicek, Ales, Ferrari, Marcel, Petrini, Fabrizio, Hoefler, Torsten

“…Proceedings of the 21st USENIX Symposium on Networked Systems Design and Implementation (NSDI '24) Santa Clara, CA, USA April 16-18, 2024 Novel low-diameter…”
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ProbGraph: High-Performance and High-Accuracy Graph Mining with Probabilistic Set Representations by Besta, Maciej, Miglioli, Cesare, Labini, Paolo Sylos, Tetek, Jakub, Iff, Patrick, Kanakagiri, Raghavendra, Ashkboos, Saleh, Janda, Kacper, Podstawski, Michal, Kwasniewski, Grzegorz, Gleinig, Niels, Vella, Flavio, Mutlu, Onur, Hoefler, Torsten

“…Important graph mining problems such as Clustering are computationally demanding. To significantly accelerate these problems, we propose ProbGraph: a graph…”
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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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ProbGraph: High-Performance and High-Accuracy Graph Mining with Probabilistic Set Representations by Besta, Maciej, Miglioli, Cesare, Labini, Paolo Sylos, Tětek, Jakub, Iff, Patrick, Kanakagiri, Raghavendra, Ashkboos, Saleh, Janda, Kacper, Podstawski, Michal, Kwasniewski, Grzegorz, Gleinig, Niels, Vella, Flavio, Mutlu, Onur, Hoefler, Torsten

“…Proceedings of the ACM/IEEE International Conference on High Performance Computing, Networking, Storage and Analysis, November 2022 Important graph mining…”
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