Zobrazeno 1 - 10
of 795
pro vyhledávání: '"Blach P"'
Autor:
Bonato, Tommaso, Kabbani, Abdul, De Sensi, Daniele, Pan, Rong, Le, Yanfang, Raiciu, Costin, Handley, Mark, Schneider, Timo, Blach, Nils, Ghalayini, Ahmad, Alves, Daniel, Papamichael, Michael, Caulfield, Adrian, Hoefler, Torsten
The increasing demand of machine learning (ML) workloads in datacenters places significant stress on current congestion control (CC) algorithms, many of which struggle to maintain performance at scale. These workloads generate bursty, synchronized tr
Externí odkaz:
http://arxiv.org/abs/2404.01630
Autor:
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' (LLM) performance through innovative prompting techniques. Among these, prompt engineering cou
Externí odkaz:
http://arxiv.org/abs/2401.14295
Autor:
Zhang, Shuchen, Jin, Linrui, Lu, Yuan, Zhang, Linghai, Yang, Jiaqi, Zhao, Qiuchen, Sun, Dewei, Thompson, Joshua J. P., Yuan, Biao, Ma, Ke, Akriti, Park, Jee Yung, Lee, Yoon Ho, Wei, Zitang, Finkenauer, Blake P., Blach, Daria D., Kumar, Sarath, Peng, Hailin, Mannodi-Kanakkithodi, Arun, Yu, Yi, Malic, Ermin, Lu, Gang, Dou, Letian, Huang, Libai
Moir\'e superlattices have emerged as a new platform for studying strongly correlated quantum phenomena, but these systems have been largely limited to van der Waals layer two-dimensional (2D) materials. Here we introduce moir\'e superlattices levera
Externí odkaz:
http://arxiv.org/abs/2312.16679
Autor:
Besta, Maciej, Catarino, Afonso Claudino, Gianinazzi, Lukas, Blach, Nils, Nyczyk, Piotr, Niewiadomski, Hubert, Hoefler, Torsten
Publikováno v:
Proceedings of Learning on Graphs (LOG), 2023
Many graph representation learning (GRL) problems are dynamic, with millions of edges added or removed per second. A fundamental workload in this setting is dynamic link prediction: using a history of graph updates to predict whether a given pair of
Externí odkaz:
http://arxiv.org/abs/2311.18526
Autor:
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
Publikováno v:
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 network topologies such as Slim Fly (SF) offer significant cost and power advantages over the established Fat Tree, Clos, or Dragonfly. To spearhead the adoption of low-diameter networks, we design, implement, deploy, and evaluate
Externí odkaz:
http://arxiv.org/abs/2310.03742
Autor:
Besta, Maciej, Blach, Nils, Kubicek, Ales, Gerstenberger, Robert, Podstawski, Michal, Gianinazzi, Lukas, Gajda, Joanna, Lehmann, Tomasz, Niewiadomski, Hubert, Nyczyk, Piotr, Hoefler, Torsten
Publikováno v:
Proceedings of the AAAI Conference on Artificial Intelligence 2024 (AAAI'24)
We introduce Graph of Thoughts (GoT): a framework that advances prompting capabilities in large language models (LLMs) beyond those offered by paradigms such as Chain-of-Thought or Tree of Thoughts (ToT). The key idea and primary advantage of GoT is
Externí odkaz:
http://arxiv.org/abs/2308.09687
Autor:
Besta, Maciej, Gerstenberger, Robert, Fischer, Marc, Podstawski, Michał, Blach, Nils, Egeli, Berke, Mitenkov, Georgy, Chlapek, Wojciech, Michalewicz, Marek, Niewiadomski, Hubert, Müller, Jürgen, Hoefler, Torsten
Publikováno v:
Proceedings of the International Conference on High Performance Computing, Networking, Storage and Analysis, 2023 (SC '23)
Graph databases (GDBs) are crucial in academic and industry applications. The key challenges in developing GDBs are achieving high performance, scalability, programmability, and portability. To tackle these challenges, we harness established practice
Externí odkaz:
http://arxiv.org/abs/2305.11162
Autor:
Lakhotia, Kartik, Monroe, Laura, Isham, Kelly, Besta, Maciej, Blach, Nils, Hoefler, Torsten, Petrini, Fabrizio
Publikováno v:
In Proceedings of the 36th ACM Symposium on Parallelism in Algorithms and Architectures 2024 (SPAA '24). ACM, New York, NY, USA, pages 345 - 357
We present PolarStar, a novel family of diameter-3 network topologies derived from the star product of low-diameter factor graphs. PolarStar gives the largest known diameter-3 network topologies for almost all radixes, thus providing the best known s
Externí odkaz:
http://arxiv.org/abs/2302.07217
Autor:
Maja Husted Hubeishy, Camilla Blach Rossen, Petra Dannapfel, Kristin Thomas, Tue Secher Jensen, Thomas Maribo, Nanna Rolving
Publikováno v:
Implementation Science Communications, Vol 5, Iss 1, Pp 1-21 (2024)
Abstract Background Low back pain is still the leading cause of disability and societal burden, with 619 million prevalent cases worldwide in 2020. Most countries produce clinical guidelines to support healthcare professionals in evidence-based care
Externí odkaz:
https://doaj.org/article/e01fc6a100574f408fecc26c9ce08576
Publikováno v:
Nordicom Review, Vol 45, Iss 1, Pp 35-55 (2024)
Newspapers are so much more than news content. However, the history of journalism is typically told through studies of news genres or news epochs. In this article, we test the theory of three epochs of Danish press history in an explorative study of
Externí odkaz:
https://doaj.org/article/1be6017a78b54c32b7be63b9ec8a5c62