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检索条件"主题词=Parallel and Distributed Computing"

共 273 条记录，以下是151-160 订阅

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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 Mobile Agent Team Works Model for HPC Big Data Analysis: Fuzzy Logic Application 5

A Mobile Agent Team Works Model for HPC Big Data Analysis: F...

引用

5th International Conference on Information and Communication Technology and Accessbility (ICTA)

作者： Benchara, Fatema Zahra Youssfi, Mohamed Bouattane, Omar Ouajji, Hassan Hassan II Univ Casablanca ENSET Mohammedia Lab SSDIA Mohammadia Morocco

ISBN: (纸本)9781467387491

The aim of this paper is to present a distributed implementation of the Type-2 Fuzzy Logic (T2FL) algorithm in a mobile agent based distributed computing platform. The proposed algorithm is assigned to be implemented on an SPMD (Single Program Multiple Data) architecture which is based on a cooperative mobile agent model. It is constituted by a set of mobile agents as AVPEs (Agent Virtual Processing Elements) in order to improve the processing resources needed for performing the big data image segmentation. In this work we focused on the application of this algorithm to process the big data MRI (Magnetic Resonance Images) image. The input image is splitted into elementary images by the Mobile Team leader Agent and encapsulated one per AVPE. Each AVPE perform and exchange the segmentation results and maintain asynchronous communication with their Team leader agent until the convergence of this algorithm. The obtained experimental results in terms of accuracy and efficiency analysis of the proposed distributed implementation are achieved thanks to the mobile agents several interesting skills introduced in this distributed computational model.

关键词： distributed Type-2 Fuzzy algorithm Image Processing Mobile Agents parallel and distributed computing

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Cognitive computing Models in Communication Systems 1

引用

丛书名： Concise introductions to AI and data science

2022年

作者： Budati Anil Kumar S. B. Goyal Sardar M.N. Islam

COGNITIVE computing MODELS IN COMMUNICATION SYSTEMS A concise book on the latest research focusing on problems and challenges in the areas of data transmission technology, computer algorithms, AI-based devices, comput... 详细信息

ISBN: (数字)9781119865605

ISBN: (纸本)9781119865070

关键词： Cognitive network devices computing techniques ai in wireless communications video/image data transmission cognitive systems cognitive computing wireless communications 5g networks cognitive devices cognitive models cognitive architecture cognitive design and evaluation cognitive iot subjective computing computerized reasoning cognitive networking cybercrimes investigation intrusion detection neural networks cognitive data science security and privacy issues data wrangling parallel and distributed computing cognitive robotics

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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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Distribution Issues in Real-Time Interactive Simulation 09

Distribution Issues in Real-Time Interactive Simulation

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13th IEEE/ACM Symposium on distributed Simulation and Real-Time Applications (DS-RT 2009)

作者： Peusaari, Jani Ikonen, Jouni Porras, Jari Lappeenranta Univ Technol Dept Infonnat Technol Lappeenranta Finland

This article describes problems of distributing a real-time, human-in-the-loop simulator. The simulator itself is a dynamics simulator solving the dynamics of Multi-Body Systems in real-time. Techniques used to distri... 详细信息

ISBN: (纸本)9780769538686

关键词： parallel and distributed computing Multi-Body Dynamics Real-Time Simulation Human-in-the-loop

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Connectivity results of hierarchical cubic networks as associated with linearly many faults 17

Connectivity results of hierarchical cubic networks as assoc...

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IEEE 17th International Conference on Computational Science and Engineering (CSE)

作者： Cheng, Eddie Qiu, Ke Shen, Zhizhang Oakland Univ Dept Math & Stat Rochester MI 48309 USA Brock Univ Dept Comp Sci St Catharines ON L2S 3A1 Canada Plymouth State Univ Dept Comp Sci & Technol Plymouth NH 03264 USA

ISBN: (纸本)9781479979813

We establish a general fault-tolerance property for the interesting hierarchical cubic networks, when a linear number of vertices are removed from such a network. As its application, we discuss and derive several connectivity results of its underlying graph, including its restricted connectivity, cyclic vertex-connectivity, component connectivity, and conditional diagnosability. These results demonstrate several fault-tolerance properties of the hierarchical cubic networks.

关键词： Hierarchical cubic network graph connectivity fault-tolerance property parallel and distributed computing

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Maintaining cache coherency for B⁺ tree indexes in a shared disks cluster

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6th International Conference on High Performance computing for Computational Science (VECPAR 2005)

作者： Ohn, K Cho, H Yeungnam Univ Dept Comp Engn Kyongsan 712749 South Korea

ISBN: (纸本)3540254242

A shared disks (SD) cluster couples multiple computing nodes for high performance transaction processing, and all nodes share a common database at the disk level. To reduce the number of disk access, the node may cache both data pages and index pages in its local memory buffer. In general, index pages are accessed more often and thus cached at more nodes than their corresponding data pages. Furthermore, tree-based indexes such as B+ trees require complicated operations, e.g., root-to-leaf traversal and structure modification operation due to a page split or a page concatenation. This means that it is strongly required to devise a dedicated cache coherency scheme for index pages that takes advantage of the semantics of their access. In this paper, we propose a new cache coherency scheme for B+ tree indexes in the SD cluster. The proposed scheme can reduce the message traffic between nodes and the number of tree re-traversals. Using a simulation model of the SD cluster, we show that the proposed scheme exhibits substantial performance improvement over the previous schemes.

关键词： cluster and grid computing data processing parallel and distributed computing

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Optimization of Aircraft Wake Alleviation Schemes through an Evolution Strategy

Optimization of Aircraft Wake Alleviation Schemes through an...

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9th International Conference on High Performance computing for Computational Science

作者： Chatelain, Philippe Gazzola, Mattia Kern, Stefan Koumoutsakos, Petros ETH Chair Computat Sci CH-8092 Zurich Switzerland

ISBN: (纸本)9783642193279

We investigate schemes to accelerate the decay of aircraft trailing vortices. These structures are susceptible to several instabilities that lead to their eventual destruction. We employ an Evolution Strategy to design a lift distribution and a lift perturbation scheme that minimize the wake hazard as proposed in [6]. The performance of a scheme is measured as the reduction of the mean rolling moment that would be induced on a following aircraft;it is computed by means of a Direct Numerical Simulation using a parallel vortex particle code. We find a configuration and a perturbation scheme characterized by an intermediate wavelength lambda similar to 4.64, necessary to trigger medium wavelength instabilities between tail and flap vortices and subsequently amplify long wavelength modes.

关键词： Large Scale Simulations in CS&E parallel and distributed computing Numerical Algorithms for CS&E

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

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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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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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