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检索条件"机构=Laboratory for Parallel and Distributed Computing"
319 条 记 录,以下是161-170 订阅
排序:
HSDP: Accelerating Large-scale Model Training via Efficient Sharded Data parallelism
HSDP: Accelerating Large-scale Model Training via Efficient ...
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International Symposium on parallel and distributed Processing with Applications, ISPA
作者: Yanqi Hao Zhiquan Lai Wei Wang Shengwei Li Weijie Liu Keshi Ge Dongsheng Li National Key Laboratory of Parallel and Distributed Computing(PDL) College of Computer National University of Defense Technology Changsha China
Large deep neural network (DNN) models have demonstrated exceptional performance across diverse downstream tasks. Sharded data parallelism (SDP) has been widely used to reduce the memory footprint of model states. In ... 详细信息
来源: 评论
3D parallelism for Transformers via Integer Programming
3D Parallelism for Transformers via Integer Programming
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International Conference on Acoustics, Speech, and Signal Processing (ICASSP)
作者: Hao Zheng Peng Liang Yu Tang Yanqi Shi Linbo Qiao Dongsheng Li National Key Laboratory of Parallel and Distributed Computing National University Of Defense Technology Changsha P.R.China
Transformer models, such as BERT, GPT, and ViT, have been applied to a wide range of areas in recent years, due to their efficacy. In order to improve the training efficiency of Transformer models, different distribut...
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Noncontiguous I/O accesses through MPI-IO  03
Noncontiguous I/O accesses through MPI-IO
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IEEE/ACM International Symposium on Cluster computing and the Grid (CCGRID)
作者: A. Ching A. Choudhary K. Coloma Wei-keng Liao R. Ross W. Gropp Center for Parallel and Distributed Computing Northwestern University Evanston IL USA Argonne National Laboratory Argonne IL USA
I/O performance remains a weakness of parallel computing systems today. While this weakness is partly attributed to rapid advances in other system components, I/O interfaces available to programmers and the I/O method... 详细信息
来源: 评论
An Adaptive Quality of Service Based Scheduling Algorithm for Wide Area Large Scale Problems
An Adaptive Quality of Service Based Scheduling Algorithm fo...
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IEEE International Symposium on Network computing and Applications
作者: W. Lozano W. Rivera Parallel and Distributed Computing Laboratory Electrical and Computer Engineering Department University of Puerto Rico MayagÜez Puerto Rico
This paper explores the problem of dynamically scheduling large scale applications over wide area networks and then proposes an adaptive scheduling algorithm to provide quality of service. Our adaptive algorithm takes... 详细信息
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Assessment of two pressure-velocity coupling strategies for local meshless numerical method
Assessment of two pressure-velocity coupling strategies for ...
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作者: Kosec, G. Vertnik, R. Šarler, B. Jožef Stefan Institute Laboratory for Parallel and Distributed Computing Slovenia University of Nova Gorica Laboratory for Multiphase Processes Slovenia Štore Steel D.o.o. Research Slovenia Centre of Excellence for Biosensors Automation and Process Control Laboratory for Advanced Materials Systems Slovenia
The performance of two pressure-velocity coupling strategies, associated with the primitive variable solution of incompressible Newtonian fluid with the meshless Local Radial Basis Function Collocation Method (LRBFCM)... 详细信息
来源: 评论
Crowd intelligence in AI 2.0 era
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Frontiers of Information Technology & Electronic Engineering 2017年 第1期18卷 15-43页
作者: Wei LI Wen-jun WU Huai-min WANG Xue-qi CHENG Hua-jun CHEN Zhi-hua ZHOU Rong DING State Key Laboratory of Software Development Beihang University National Laboratory for Parallel and Distributed Processing College of ComputerNational University of Defense Technology Institute of Computing Technology Chinese Academy of Sciences College of Computer Science and Technology Zhejiang University National Key Laboratory for Novel Software Technology Nanjing University
The Internet based cyber-physical world has profoundly changed the information environment for the development of artificial intelligence(AI), bringing a new wave of AI research and promoting it into the new era of AI... 详细信息
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Pro-Prophet: A Systematic Load Balancing Method for Efficient parallel Training of Large-scale MoE Models
arXiv
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arXiv 2024年
作者: Wang, Wei Lai, Zhiquan Li, Shengwei Liu, Weijie Ge, Keshi Shen, Ao Su, Huayou Li, Dongsheng The National Key Laboratory of Parallel and Distributed Computing College of Computer National University of Defense Technology Hunan Changsha China
he size of deep learning models has been increasing to enhance model quality. The linear increase in training computation budget with model size means that training an extremely large-scale model is exceedingly time-c... 详细信息
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Using Grid computing to Enable distributed Radar Data Retrieval and Processing
Using Grid Computing to Enable Distributed Radar Data Retrie...
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IEEE International Conference on parallel and distributed computing, Applications and Technologies (PDCAT)
作者: Diego Arias Wilson Rivera Parallel and Distributed Computing Laboratory Electrical and Computer Engineering Department University of Puerto Rico MayagÜez Puerto Rico
We describe a tool that implements a set of services to manipulate and store data from a radar network in a transparent way to end users. A major requirement of this system is data availability and reliability. Conseq... 详细信息
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On implementation of an enhanced and integrated parallel programming web-based toolkit
On implementation of an enhanced and integrated parallel pro...
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ITRE 2005 - 3rd International Conference on Information Technology: Research and Education
作者: Li, Kuan-Ching Yang, Chao-Tung Parallel and Distributed Processing Center Dept. of Computer Science and Information Management Providence University Shalu Taichung 43301 Taiwan High Performance Computing Laboratory Dept. of Computer Science and Information Engineering Tunghai University Taichung City Taichung 40704 Taiwan
The computing power provided by high performance and low cost PC-based clusters and Grid computing platforms are attractive and they are equal or superior to supercomputers and mainframes. In parallel, discussions on ... 详细信息
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Performance problems online detection in cloud computing systems via analyzing request execution paths
Performance problems online detection in cloud computing sys...
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International Conference on Dependable Systems and Networks Workshops (DSN-W)
作者: Haibo Mi Huaimin Wang Gang Yin Hua Cai Qi Zhou Tingtao Sun National Laboratory for Parallel and Distributed Processing National University of Defense Technology Changsha China Computing Platform Alibaba Cloud Computing Company Hangzhou China
It is quite a headache for developers to online detect performance problems in large-scale cloud computing systems. The behavior and the hidden connections among the huge amount of runtime request execution paths in c... 详细信息
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