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检索条件"主题词=Parallel and distributed computing"

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distributed Systems: Theory and Applications

引用

2023年

作者： Ratan K. Ghosh Hiranmay Ghosh

ISBN: (数字)9781119825951;9781119825944

ISBN: (纸本)9781119825937

distributed Systems Comprehensive textbook resource on distributed systems—integrates foundational topics with advanced topics of contemporary importance within the field distributed Systems: Theory and Applications is organized around three layers of abstractions: networks, middleware tools, and application framework. It presents data consistency models suited for requirements of innovative distributed shared memory applications. The book also focuses on distributed processing of big data, representation of distributed knowledge and management of distributed intelligence via distributed agents. To aid in understanding how these concepts apply to real-world situations, the work presents a case study on building a P2P Integrated E-Learning system. Downloadable lecture slides are included to help professors and instructors convey key concepts to their students. Additional topics discussed in distributed Systems: Theory and Applications include:

Network issues and high-level communication tools
Software tools for implementations of distributed middleware.
Data sharing across distributed components through publish and subscribe-based message diffusion, gossip protocol, P2P architecture and distributed shared memory.
Consensus, distributed coordination, and advanced middleware for building large distributed applications
distributed data and knowledge management
Autonomy in distributed systems, multi-agent architecture
Trust in distributed systems, distributed ledger, Blockchain and related technologies.

Researchers, industry professionals, and students in the fields of science, technology, and medicine will be able to use distributed Systems: Theory and Applications as a comprehensive textbook resource for understanding distributed systems, the specifics behind the modern elements which relate to them, and their practical applications.

关键词： parallel and distributed computing

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Control of Simulation of a Particle Accelerator as a Spatially distributed System

Control of Simulation of a Particle Accelerator as a Spatial...

引用

International Conference on Numerical Analysis and Applied Mathematics (ICNAAM)

作者： Andrianov, S. St Petersburg State Univ St Petersburg 199034 Russia

ISBN: (纸本)9780735412873

The work deals with the construction of strategy for finding optimal control of systems for spatially distributed systems on an example of problems in physics beams. The suggested approach is based on use of exact and approximate invariants as a controlling mechanism for control of modelling process of beam lines. The classical problem of optimal control of similar systems as an optimal control problem is formulated in a functional space. This approach is based on algebraic methods Lie and the corresponding matrix formalism that allows you to build not only the formal procedures for finding optimal solutions, but also provide the necessary constructive computational procedures.

关键词： Dynamical spatially distributed systems Lie algebraic methods optimal control system parallel and distributed computing beam accelerator physics multi-agent systems

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Smart Technology for Aging, Disability, and Independence: The State of the Science 1

引用

2005年

作者： William C. Mann PhD

ISBN: (数字)9780471743941

ISBN: (纸本)9780471696940

Independent living with smart technologies Smart Technology for Aging, Disability, and Independence: The State of the Science brings together current research and technological developments from engineering, computer science, and the rehabilitation sciences, detailing how its applications can promote continuing independence for older persons and those with disabilities. Leading experts from multiple disciplines worldwide have contributed to this volume, making it the definitive resource. The text begins with a thorough introduction that presents important concepts, defines key terms, and identifies demographic trends at work. Using detailed product descriptions, photographs and illustrations, and case studies, subsequent chapters discuss cutting-edge technologies, including: * Wearable systems * Human-computer interactions * Assisted vision and hearing * Smart wheelchairs * Handheld devices and smart phones * Visual sensors * Home automation * Assistive robotics * In-room monitoring systems * Telehealth After considering specific high-technology solutions, the text examines recent trends in other critical areas, such as basic assistive technologies, driving, transportation and community mobility, home modifications and design, and changing standards of elder care. Students and professionals in the rehabilitation sciences, health care providers, researchers in computer science and engineering, and non-expert readers will all appreciate this text's thorough coverage and clear presentation of the state of the science.

关键词： parallel and distributed computing

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Integrating parallel computing in Introductory Programming Classes: An Experience and Lessons Learned 1

引用

23rd International Conference on parallel and distributed computing (Euro-Par)

作者： Ghafoor, Sheikh Brown, David W. Rogers, Mike Tennessee Technol Univ Dept Comp Sci Cookeville TN 38505 USA

ISBN: (数字)9783319751788

ISBN: (纸本)9783319751788;9783319751771

parallel and distributed computing (PDC) has become ubiquitous to the extent that even common users depend on parallel programming. This points to the need for every programmer to understand how parallelism and distributed programming affect problem solving, teaching only traditional sequential programming is no longer sufficient. To address the rapidly widening gap between emerging highly-parallel computer architectures and the sequential programming approach taught in traditional CS/CE courses, the Computer Science Department at Tennessee Technological University has integrated PDC into their introductory programming course sequence. This paper presents our implementation efforts, experience and lessons learned, as well as preliminary evaluation results.

关键词： parallel and distributed computing Introductory programming Undergraduate education

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parallel Sub-Structuring Methods for solving Sparse Linear Systems on a cluster of GPU 16

Parallel Sub-Structuring Methods for solving Sparse Linear S...

引用

16th IEEE Int Conf on High Performance computing and Communications/11th IEEE Int Conf on Embedded Software and Systems\6th Int Symposium on Cyberspace Safety and Security

作者： Ahamed, Abal-Kassim Cheik Magoules, Frederic Ecole Cent Paris CUDA Res Ctr Paris France

ISBN: (纸本)9781479961238

The main objective of this work consists in analyzing sub-structuring method for the parallel solution of sparse linear systems with matrices arising from the discretization of partial differential equations such as finite element, finite volume and finite difference. With the success encountered by the general-purpose processing on graphics processing units (GPGPU), we develop an hybrid multiGPUs and CPUs sub-structuring algorithm. GPU computing, with CUDA, is used to accelerate the operations performed on each processor. Numerical experiments have been performed on a set of matrices arising from engineering problems. We compare C+MPI implementation on classical CPU cluster with C+MPI+CUDA on a cluster of GPU. The performance comparison shows a speed-up for the sub-structuring method up to 19 times in double precision by using CUDA.

关键词： Sub-structuring method Linear algebra Conjugate Gradient parallel and distributed computing Graphics Processing Unit GPU computing CUDA Finite element

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A Gentle Introduction to Heterogeneous computing for CS1 Students

A Gentle Introduction to Heterogeneous Computing for CS1 Stu...

引用

Workshop on Education for High Performance computing (EduHPC)

作者： Qasem, Apan Texas State Univ San Marcos TX 78666 USA

ISBN: (纸本)9781728159751

Heterogeneous architectures have emerged as a dominant platform, not only in high-performance computing but also in mobile processing, cloud computing and the Internet of Things (IoTs). Because the undergraduate computer science curriculum is over-crowded in its current state, it is difficult to include a new course as a required part of the curriculum without increasing the number of hours to graduation. Integration of heterogeneous computing content requires a module-based approach, such as those undertaken for introducing parallel and distributed computing. In this paper, we present a teaching module that introduces CS1 students to some of the fundamental concepts in heterogeneous computing. The goal of this module is not to teach students how to program heterogeneous systems but rather expose them to this emerging trend and prepare them for material they are expected to see in future classes. Although concepts are covered at a high-level, the module emphasizes active learning and includes a lab assignment that provides students with hands-on experience with respect to task mapping and performance evaluation of a heterogeneous system. The module was implemented at our home institution in Fall 2018. Initial evaluation results are quite encouraging both in terms of learning outcomes and student engagement and interest.

关键词： Computer Science Education CS1 High Performance computing parallel and distributed computing

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A vector model for routing queries in web search engines

A vector model for routing queries in web search engines

引用

International Conference on Computational Science (ICCS)

作者： Oyarzun, Mauricio S. Gonzalez, Senen Mendoza, Marcelo Ferrarotti, Flavio Chacon, Max Marin, Mauricio Univ Santiago Chile Santiago Chile Univ Chile Santiago Chile Res Latin Amer Santiago Chile

This paper proposes a method for reducing the number of search nodes involved in the solution of queries arriving to a Web search engine. The method is applied by the query receptionist machine during situations of sudden peaks in query traffic to reduce the load on the search nodes. The experimental evaluation based on actual traces from users of a major search engine, shows that the proposed method outperforms alternative strategies. This is more evident for systems composed of a large number of search nodes which indicates that the method is also more scalable than the alternative strategies. (C) 2010 Published by Elsevier Ltd.

关键词： parallel and distributed computing Information Retrieval Web Search Engines

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parallel Canonical Differential Evolutionary Particle Swarm Optimization for Voltage and Reactive Power Control

Parallel Canonical Differential Evolutionary Particle Swarm ...

引用

10th IFAC Symposium on Control of Power and Energy Systems (CPES)

作者： Azuma, Daichi Yoshida, Hotaka Fukuyama, Yoshikazu Meiji Univ Tokyo Japan

This paper proposes parallel canonical differential evolutionary particle swarm optimization (C-DEEPSO) for voltage and reactive power control (Volt Var Control: VVC). The problem can be formulated as a mixed integer nonlinear optimization problem (MINLP) and various evolutionary computation techniques have been applied to the problem including PSO, differential evolution (DE), and DEEPSO. Since VVC is one of the on-line controls, speed-up of computation is required. Moreover, there is still room for improvement on solution quality. This paper proposes parallel C-DEEPSO in order to speed up the calculation and improve solution quality and applies it to a VVC problem. The proposed method is applied to IEEE 118 bus system. The results indicate that the proposed method can realize fast computation and minimize active power losses more than conventional evolutionary computation techniques. (C) 2018, IFAC (International Federation of Automatic Control) Hosting by Elsevier Ltd. All rights reserved.

关键词： Voltage and reactive power control Power system Evolutionary computation parallel and distributed computing parallel canonical differential evolutionary particle swarm optimization

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Introducing parallelism to First-Year CS Majors 20

Introducing Parallelism to First-Year CS Majors

引用

51st ACM SIGCSE Technical Symposium on Computer Science Education (SIGCSE)

作者： Anthony, Barbara M. Erdil, D. Cenk Glebova, Olga Montante, Robert Southwestern Univ Georgetown TX 78626 USA Sacred Heart Univ Fairfield CT 06825 USA Georgia State Univ Atlanta GA 30302 USA Bloomsburg Univ Bloomsburg PA 17815 USA

ISBN: (纸本)9781450367936

We propose to strengthen the computer science (CS) curriculum by embedding parallel concepts in a required first-semester seminar taken by all incoming declared CS majors. We introduce students to parallel computing concepts through a series of unplugged activities so that students see parallel approaches as a natural form of solution to a task. We describe a pilot offering of the class and activities, with measurements and analysis of what students self-report and their performance on assessments.

关键词： Unplugged activities parallel and distributed computing computing education

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A Survey of Teaching PDC Content in Undergraduate Curriculum 11

A Survey of Teaching PDC Content in Undergraduate Curriculum

引用

IEEE 11th Annual computing and Communication Workshop and Conference (CCWC)

作者： Suo, Xiaoyuan Glebova, Olga Liu, David Lazar, Alina Bein, Doina Webster Univ Dept Math & Comp Sci Webster Groves MO 63119 USA Georgia State Univ Dept Comp Sci Atlanta GA 30303 USA Purdue Univ Ft Wayne Dept Comp Sci Ft Wayne IN USA Youngstown State Univ Sch Comp Sci Informat & Engn & Technol Youngstown OH 44555 USA Calif State Univ Fullerton Dept Comp Sci Fullerton CA 92634 USA

ISBN: (纸本)9781665414906

parallel and distributed computing (PDC) is included in the Computer Science Curriculum 2013 from ACM and IEEE Computer Science and hence required for ABET Computer Science programs, 2019 to 2020. It is a challenge to incorporate PDC into an existing full Computer Science program. In this paper, we examine the feasibility and challenges of introducing PDC thinking at the lower level or upper level and evaluate the effectiveness of various PDC learning and teaching methodologies. Further, we propose possible teaching strategies and techniques for introducing PDC topics for both lower and upper-level undergraduate students.

关键词： parallelism Teaching PDC CS curriculum parallel and distributed computing Active Learning Accreditation

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