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检索条件"机构=Scientific Computing in Computer Science"
1381 条 记 录,以下是281-290 订阅
排序:
Weak Devices Matter: Model Heterogeneity in Resource-Constrained Federated Learning
Weak Devices Matter: Model Heterogeneity in Resource-Constra...
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IEEE International Conference on Communications (ICC)
作者: Tzu–Hsuan Peng Cheng-Wei Huang Ai-Chun Pang Te-Chuan Chiu Department of Computer Science and Information Engineering National Taiwan University Taipei Taiwan R.O.C Graduate Institute of Networking and Multimedia National Taiwan University Taipei Taiwan R.O.C High Performance and Scientific Computing Center National Taiwan University Taipei Taiwan R.O.C Research Center for Information Technology Innovation Academia Sinica Taipei Taiwan R.O.C Department of Computer Science National Tsing Hua University Hsinchu Taiwan R.O.C
Federated Learning (FL) is a promising framework for enabling edge intelligence while preserving privacy and enhancing communication efficiency. In real-world scenarios, limited and heterogeneous hardware resources am... 详细信息
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Sensing With Communication Signals: From Information Theory to Signal Processing
arXiv
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arXiv 2025年
作者: Liu, Fan Liu, Ya-Feng Cui, Yuanhao Masouros, Christos Xu, Jie Han, Tony Xiao Buzzi, Stefano Eldar, Yonina C. Jin, Shi National Mobile Communications Research Laboratory School of Information Science and Engineering Southeast University Nanjing210096 China State Key Laboratory of Scientific and Engineering Computing Institute of Computational Mathematicsand Scientific/Engineering Computing Academy of Mathematics and Systems Science Chinese Academy of Sciences Beijing100190 China Department of Communication Engineering Beijing University of Posts and Telecommunications Beijing100876 China Department of Electronic and Electrical Engineering University College London LondonWC1E 7JE United Kingdom Guangdong518172 China Huawei Technologies Co. Ltd China Department of Electrical and Information Engineering University of Cassino and Southern Lazio CassinoI-03043 Italy Department of Electronics Information and Bioengineering Politecnico di Milano MilanoI-20133 Italy ParmaI-43124 Italy Faculty of Mathematics and Computer Science Weizmann Institute of Science Rehovot Israel
The Integrated Sensing and Communications (ISAC) paradigm is anticipated to be a cornerstone of the upcoming 6G networks. In order to optimize the use of wireless resources, 6G ISAC systems need to harness the communi... 详细信息
来源: 评论
Parallel algorithms for maximizing monotone one-sided σ-smooth functions
arXiv
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arXiv 2022年
作者: Zhang, Hongxiang Cheng, Yukun Wu, Chenchen Xu, Dachuan Du, Dingzhu Beijing Institute for Scientific and Engineering Computing Beijing University of Technology Beijing100124 China School of Business Suzhou University of Science and Technology Suzhou215009 China College of Science Tianjin University of Technology Tianjin 300384 China Department of Computer Science University of Texa Dallas Dallas75083 United States
In this paper, we study the problem of maximizing a monotone normalized one-sided σ-smooth (OSS for short) function F (x), subject to a convex polytope (no need to downward-closed [1]). A function F (x) is one-sided ... 详细信息
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Stochastic Optimisation Framework using the Core Imaging Library and Synergistic Image Reconstruction Framework for PET Reconstruction
arXiv
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arXiv 2024年
作者: Papoutsellis, Evangelos da Costa-Luis, Casper Deidda, Daniel Delplancke, Claire Duff, Margaret Fardell, Gemma Gillman, Ashley Jorgensen, Jakob S. Kereta, Zeljko Ovtchinnikov, Evgueni Pasca, Edoardo Schramm, Georg Thielemans, Kris Finden Ltd Rutherford Appleton Laboratory Harwell Campus United Kingdom Scientific Computing Department Science & Technology Facilities Council Harwell Campus United Kingdom National Physical Laboratory Electricité de France Research and Development France Australian e-Health Res. Ctr. CSIRO BrisbaneQLD Australia Department of Applied Mathematics and Computer Science Technical University of Denmark Denmark Department of Computer Science University College London United Kingdom Department of Imaging and Pathology Division of Nuclear Medicine KU Leuven Leuven Belgium Institute of Nuclear Medicine University College London United Kingdom
We introduce a stochastic framework into the open- source Core Imaging Library (CIL) which enables easy development of stochastic algorithms. Five such algorithms from the literature are developed, Stochastic Gradient... 详细信息
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SELF-DIFFUSIVE SPATIOTEMPORAL PATTERNS IN A FOOD CHAIN MODEL THROUGH WEAKLY NONLINEAR ANALYSIS
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Fractals 2023年 第9期31卷 2350098-2350098页
作者: Shivam Singh, Teekam Kumar, Mukesh Hsieh, Sun-Yuan Singh, Kamred Udham Uttarakhand Dehradun248002 India 566/6 Bell Road Clement Town Uttarakhand Dehradun248002 India Center for Innovative FinTech Business Models International Center for the Scientific Development of Shrimp Aquaculture Department of Computer Science and Information Engineering Institute of Medical Information Institute of Manufacturing Information and Systems National Cheng Kung University Tainan701 Taiwan Department of Computer Science and Information Engineering National Cheng Kung University Tainan701 Taiwan School of Computing Graphic Era Hill University Uttarakhand Dehradun248002 India
Density distributions of populations with self-diffusion and interaction in a spatial domain are dynamically visualized with coupled nonlinear reaction–diffusion equations. Incorporating self-diffusion terms creates ... 详细信息
来源: 评论
SCALSALE: Scalable SALE Benchmark Framework for Supercomputers
arXiv
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arXiv 2022年
作者: Harel, Re'em Rusanovsky, Matan Wagner, Ron Levin, Harel Oren, Gal Department of Computer Science Ben-Gurion University of the Negev Israel Scientific Computing Center Nuclear Research Center Negev Israel Department of Physics Nuclear Research Center Negev Israel Israel Atomic Energy Commission Israel Department of Computer Science Technion Israel Institute of Technology Israel School of Physics and Astronomy Tel Aviv University Israel
Supercomputers worldwide provide the necessary infrastructure for groundbreaking research. As the demand for enhancing their performance constantly increases, new systems are built worldwide to supply this demand at a... 详细信息
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Robusta: Robust AutoML for Feature Selection via Reinforcement Learning
arXiv
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arXiv 2021年
作者: Wang, Xiaoyang Li, Bo Zhang, Yibo Kailkhura, Bhavya Nahrstedt, Klara Department of Computer Science University of Illinois at Urbana-Champaign United States Center for Applied Scientific Computing Lawrence Livermore National Laboratory United States
Several AutoML approaches have been proposed to automate the machine learning (ML) process, such as searching for the ML model architectures and hyper-parameters. However, these AutoML pipelines only focus on improvin... 详细信息
来源: 评论
X-ray simulations with gVXR as a useful tool for education, data analysis, set-up of CT scans, and scanner development  15
X-ray simulations with gVXR as a useful tool for education, ...
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15th SPIE Conference on Developments in X-Ray Tomography
作者: Vidal, Franck P. Afshari, Shaghayegh Ahmed, Sharif Atkins, Carolyn Béchet, Éric Bellot, Alberto Corbí Bosse, Stefan Chahid, Younes Chou, Cheng-Ying Culver, Robert Dixon, Lewis Friemann, Johan Garbout, Amin Hatton, Clémentine Henry, Audrey Leblanc, Christophe Leonardi, Alberto Létang, Jean Michel Lipscomb, Harry Manchester, Tristan Meere, Bas Middleburgh, Simon Mitchell, Iwan Perera, Liam Puig, Martí Tugwell-Allsup, Jenna Scientific Computing Ada Lovelace Centre Science Technology Facilities Council United Kingdom School of Computer Science & Engineering Bangor University United Kingdom Department of Biomechatronics Engineering National Taiwan University Taiwan DIAD Beamline Diamond Light Source United Kingdom UK Astronomy Technology Centre Royal Observatory Edinburgh United Kingdom Département d’Aérospatiale et Mécanique Université de Liège Belgium Escuela Superior de Ingeniería y Tecnología Universidad Internacional de La Rioja Spain Department of Computer Science University of Koblenz Koblenz Germany Department of Mechanical Engineering University of Siegen Siegen Germany The Manufacturing Technology Centre United Kingdom Department of Industrial and Materials Science Chalmers University of Technology Sweden Henry Royce Institute Henry Moseley X-Ray Imaging Facility Department of Materials The University of Manchester United Kingdom Scalian DS Rennes France INSA-Lyon Université Claude Bernard Lyon 1 CNRS Inserm CREATIS UMR 5220 U1294 Lyon France Department of Mechanical Engineering Eindhoven University of Technology Netherlands Department of Engineering Science University of Oxford United Kingdom Ysbyty Gwynedd United Kingdom
gVirtualXray (gVXR) is an open-source framework that relies on the Beer-Lambert law to simulate X-ray images in real time on a graphics processor unit (GPU) using triangular meshes. A wide range of programming languag... 详细信息
来源: 评论
Using Deep Learning to Track Representational Flexibility Development of Children with Autism in a Virtual World
Using Deep Learning to Track Representational Flexibility De...
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Information and Education Technology (ICIET), International Conference on
作者: Zlatko Sokolikj Fengfeng Ke Shayok Chakraborty Jewoong Moon Department of Scientific Computing Florida State University Tallahassee FL U.S.A College of Education Florida State University Tallahassee FL U.S.A. Department of Computer Science Florida State University Tallahassee FL U.S.A. College of Education University of Alabama Tuscaloosa AL U.S.A.
Representational Flexibility (RF) is an individual cognitive ability to select, coordinate and create alternative representations during information processing. Students with autism spectrum disorder (ASD) typically l... 详细信息
来源: 评论
Ad Hoc File Systems for High-Performance computing
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Journal of computer science & Technology 2020年 第1期35卷 4-26页
作者: AndréBrinkmann Kathryn Mohror Weikuan Yu Philip Carns Toni Cortes Scott A.Klasky Alberto Miranda Franz-Josef Pfreundt Robert B.Ross Marc-AndréVef Zentrum für Datenverarbeitung Johannes Gutenberg University MainzMainz 55128Germany Center for Applied Scientific Computing Lawrence Livermore National LaboratoryLivermoreCA 94550U.S.A Department of Computer Science Florida State UniversityTallahasseeFL 32306U.S.A Mathematics and Computer Science Division Argonne National LaboratoryLemontIL 60439U.S.A Department of Computer Architecture Universitat Politecnica de CatalunyaBarcelona 08034Spain Computer Science and Mathematics Division Oak Ridge National LaboratoryOak RidgeTN 37831U.S.A Computer Science Department Barcelona Supercomputing CenterBarcelona 08034Spain Fraunhofer Institute for Industrial Mathematics ITWM Fraunhofer-Platz 1Kaiserslautern 67663Germany
Storage backends of parallel compute clusters are still based mostly on magnetic disks,while newer and faster storage technologies such as flash-based SSDs or non-volatile random access memory(NVRAM)are deployed withi... 详细信息
来源: 评论