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检索条件"任意字段=2024 International Symposium on Computer Architecture and High Performance Computing Workshops"
5209 条 记 录,以下是311-320 订阅
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A LLM Checkpointing System of the Hybrid Memory architecture  22
A LLM Checkpointing System of the Hybrid Memory Architecture
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22nd IEEE international symposium on Parallel and Distributed Processing with Applications, ISPA 2024
作者: Chen, Gengbin Zhu, Yuan Li, Dingding Tang, Yong South China Normal University School of Computer Science Guangzhou510631 China
The training process of large language models (LLMs) sometimes may raise an error, often necessitating the usage of checkpointing mechanisms to save training states periodically. However, this can lead to a waste of t... 详细信息
来源: 评论
Piccolo: Large-Scale Graph Processing with Fine-Grained in-Memory Scatter-Gather  31
Piccolo: Large-Scale Graph Processing with Fine-Grained in-M...
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31st IEEE international symposium on high performance computer architecture, HPCA 2025
作者: Shin, Changmin Song, Jaeyong Jang, Hongsun Kim, Dogeun Sung, Jun Kwon, Taehee Ju, Jae Hyung Liu, Frank Choi, Yeonkyu Lee, Jinho Seoul National University Department of Electrical and Computer Engineering Korea Republic of Old Dominion Univeristy School of Data Science United States Samsung Electronics Korea Republic of
Graph processing requires irregular, fine-grained random access patterns incompatible with contemporary off-chip memory architecture, leading to inefficient data access. This inefficiency makes graph processing an ext... 详细信息
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Tall-and-Skinny QR Factorization for Clusters of GPUs Using high-performance Building Blocks
Tall-and-Skinny QR Factorization for Clusters of GPUs Using ...
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29th international Conference on Parallel and Distributed computing (Euro-Par)
作者: Tomas, Andres E. Quintana-Orti, Enrique S. Univ Politecn Valencia Dept Informat Sistemas & Comp Valencia Spain Univ Valencia Dept Informat Valencia Spain
We build a message-passing realization of the QR factorization for tall-and-skinny matrices on top of highly parallel linear algebra kernels, such as various types of matrix multiplications and triangular system solve... 详细信息
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FRAME 2024 - Proceedings of the 2024 on Workshop on Flexible Resource and Application Management on the Edge, Part of: HPDC 2024 - 3rd international symposium on high-performance Parallel and Distributed computing
FRAME 2024 - Proceedings of the 2024 on Workshop on Flexible...
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4th Workshop on Flexible Resource and Application Management on the Edge, FRAME 2024
The proceedings contain 9 papers. The topics discussed include: towards sustainable deployment of microservices over the Cloud-IoT continuum, with FREEDA;towards enabling observability of energy demand, with NEST;urge...
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DroMPI: Parallel Computation Over Drop computing  24
DroMPI: Parallel Computation Over Drop Computing
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24th IEEE/ACM international symposium on Cluster, Cloud, and Internet computing (CCGrid)
作者: Grosu, George-Mircea Nistor, Silvia-Elena Ciobanu, Radu-Ioan Dobre, Ciprian Pop, Florin Natl Univ Sci & Technol Politehn Bucharest Bucharest Romania Natl Inst Res & Dev Informat ICI Bucharest Romania Acad Romanian Scientists Bucharest Romania
With the advancement of technology and the spread of multi-core systems, the need for parallelization arises and the interest in programming models is growing. At the same time, new distributed computing models have b... 详细信息
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Energy-efficient online resource provisioning for cloud-edge platforms via multi-armed bandits  34
Energy-efficient online resource provisioning for cloud-edge...
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34th IEEE international symposium on computer architecture and high performance computing (SBAC-PAD)
作者: Rey-Jouanchicot, Jordan del Castillo, Juan Angel Lorenzo Zuckerman, Stephane Veronica Belmega, E. CY Cergy Paris Univ CY Tech Cergy France CY Cergy Paris Univ ETIS UMR 8051 ENSEA CNRS F-95000 Cergy France Univ Gustave Eiffel CNRS LIGM F-77454 Marne La Vallee France
Edge computing is a new paradigm in which data are locally collected, aggregated and preprocessed before being sent to a Cloud platform. Edge devices, typically IoT objects, are characterized by limited computational ... 详细信息
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SWARM STORM: An Automated Chaos Tool for Docker Swarm Applications  24
SWARM STORM: An Automated Chaos Tool for Docker Swarm Applic...
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33rd international symposium on high-performance Parallel and Distributed computing (HPDC)
作者: Higgins, Travis Jha, Devki Nandan Ranjan, Rajiv Newcastle Univ Newcastle Upon Tyne Tyne & Wear England
Docker Swarm facilitates the deployment of modular applications in an independent yet interconnected manner. Applications within the Swarm communicate through Docker's internal network, ensuring rapid computation ... 详细信息
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Scalable and Consistent Graph Neural Networks for Distributed Mesh-based Data-driven Modeling
Scalable and Consistent Graph Neural Networks for Distribute...
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2024 workshops of the international Conference for high performance computing, Networking, Storage and Analysis, SC workshops 2024
作者: Barwey, Shivam Balin, Riccardo Lusch, Bethany Patel, Saumil Balakrishnan, Ramesh Pal, Pinaki Maulik, Romit Vishwanath, Venkatram Transportation and Power Systems Argonne National Laboratory United States Leadership Computing Facility Argonne National Laboratory United States Argonne National Laboratory Computational Science Division United States Pennsylvania State University Information Sciences and Technology United States Mathematics and Computer Science Argonne National Laboratory United States
This work develops a distributed graph neural network (GNN) methodology for mesh-based modeling applications using a consistent neural message passing layer. As the name implies, the focus is on enabling scalable oper... 详细信息
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A Research-Based Course Module to Study Non-determinism in high performance Applications  36
A Research-Based Course Module to Study Non-determinism in H...
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36th IEEE international Parallel and Distributed Processing symposium (IEEE IPDPS)
作者: Bell, Patrick Suarez, Kae Fossum, Barbara Chapp, Dylan Bhowmick, Sanjukta Taufer, Michela Univ Tennessee Knoxville TN 37996 USA Univ North Texas Denton TX 76203 USA
We present a research-based course module to teach computer science students, software developers, and scientists the effects of non-determinism on high performance applications. The course module uses the ANACIN-X so... 详细信息
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Designing a Sustainable Serverless Graph Processing Tool on the computing Continuum
Designing a Sustainable Serverless Graph Processing Tool on ...
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29th international Conference on Parallel and Distributed computing (Euro-Par)
作者: Farahani, Reza Ristov, Sashko Prodan, Radu Alpen Adria Univ Klagenfurt Klagenfurt Austria Univ Innsbruck Innsbruck Austria
Graph processing has become increasingly popular and essential for solving complex problems in various domains, like social networks. However, the processing of graphs on a massive scale poses critical challenges, suc... 详细信息
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