`
lgylym
  • 浏览: 54696 次
  • 性别: Icon_minigender_1
  • 来自: Athens
文章分类
社区版块
存档分类
最新评论

Parallel and Distributed Computing

阅读更多
当我们在啃一本98年的教材的时候,书的作者黄锴老师在南加州大学的课程是这样的:
http://gridsec.usc.edu/Hwang.html
我们经常说差距,其实差距是自己造成的。
Course Description: (Updated2005under a new title)
The scope of this course has been significantly widened from Parallel Processing to Parallel and Distributed
Computing, reflecting state of the art in supercomputing and networked computing. Professor Hwang will cover scalable
multiprocessors, multicomputer clusters, Grid computing technologies, latency tolerance and multithreading, message
passing and middleware, parallel programming, distributed supercomputing, Peer-to-Peer, and Grid applications.

Course Outline: (Each topic roughly 2 weeks)
1. Shared-Memory Multiprocessor Architecture:
Symmetric MultiProcessor (SMP), CC-NUMA, and Distributed Shared Memory (DSM)
2. Message-Passing Multicomputer Clusters:
PC clusters, workstation clusters, server farms, cluster of SMPs, availability support,
single-system image, job management in clusters
3. Grid Computing Infrastructure and Technologies:
Grid technologies, major Grid Projects, Globus, GridSim. Condor-G, Nimrod, GridSec, etc.
4. Parallel Programming Models and Software Tools:
Shared-variable, message-passing, support for collective communication, Fast MPI, LAM,
OpenMP, MPI, PVM, Condor, LSF, middleware, etc.
5. Latency Tolerance and Multiprocessing Techniques:
Data pre-fetching, distributed coherent caches, latency hiding, Thread-level parallelism (TLP), etc.
6. Cluster and Grid Computing Techniques and Applications:
SMP clusters, storage-area networks, distributed Supercomputing, e-Science, Business Grids, etc.
7. Emerging New Technologies and Research Frontiers:
Grid and P2P Services, Wireless Grids, Network Security, Selfish Grids, and Trusted Computing, etc
Prerequisite: EE 557 or equivalent course approved by the instructor

Textbooks: (Primarily use of lecture notes, PPT slides, and selected papers. Listed below are 3 references)
1. K. Hwang and Z. Xu: Scalable Parallel Computing, McGraw-Hill, 1998, ISBN: 0-07-031798-4
2. F. Berman, G. Fox, and T. Hey (Editors), Grid Computing: Making The Global Infrastructure a Reality,
John Wiley and Sons, 2003, ISBN: 0-470-85319-0
3. Foster and C. Kesselman (Editors), The GRID 2: Blueprint for New Computing Infrastructure,
Second Edition, Morgan Kaufmann, 2004, ISBN 1-55860-933-4
分享到:
评论

相关推荐

    Project for the course on Parallel and Distributed Computing, wi

    Project for the course on Parallel and Distributed Computing, with implementations of Multilayer Game of Life in Open MP, Rust and Cuda.

    Parallel and Distributed Computation

    "This book marks an important landmark in the theory of distributed systems and I highly recommend it to students and practicing engineers in the fields of operations research and computer science, as...

    Distributed.Computing.with.Python.178588969

    Get an introduction to parallel and distributed computing See synchronous and asynchronous programming Explore parallelism in Python Distributed application with Celery Python in the Cloud Python on ...

    The Handbook of Research on Scalable Computing Technologies

    Scalable Fault Tolerance for Large-Scale Parallel and Distributed Computing. Performance Models for Grid Computing. March 31, 2010 by kutenk Filed under: Computer Books The Handbook of Research on ...

    Parallel-and-Distributed-Computing:Ashesi的并行和分布式计算课程

    并行和分布式计算分配代码,主要自述文件和许可这个主分支将保存用于完成所有分配任务的代码,主自述文件以及与使用此存储库有关的许可证报告书完成分配的报告位于文档分支中。 要查看访问实验1的代码文件实验1的...

    Distributed Computing with Python [2016]

    Distributed Computing with Python by Francesco Pierfederici AZW3/MOBI/EPUB/PDF 多版本 This book will teach you how to perform parallel execution of computations by distributing them across multiple ...

    MATLAB Parallel Computing Toolbox官方教程

    2. **分布式数组(Distributed Arrays)**:分布式数组是Parallel Computing Toolbox中的核心概念,它将大型数据集分散到并行池中的多个工作进程上。这种数据分片使得大型计算任务可以并行处理,大大提高了计算效率...

    Advanced Computer Architecture and Parallel Processing

    - **并行与分布式计算工具与环境**:Salim Hariri和Manish Parashar的《Tools and Environments for Parallel and Distributed Computing》介绍了支持并行与分布式计算的工具和环境。 - **分布式计算基础**:Hagit ...

    中国计算机学会推荐国际学术会议和期刊目录-2019.pdf

    - Parallel and Distributed Systems: Technology and Computing Systems (PDCAT) - Computing (Springer) 上述期刊列表中,每个期刊都有其对应的简称、全称以及出版社或网址链接,这可以帮助研究人员快速定位和...

    CCF推荐国际学术会议和期刊目录(下载).pdf

    - 并行与分布式计算(Parallel and Distributed Computing) - 存储系统(Storage Systems) 在A类中推荐的一些期刊包括: - ACM Transactions on Computer Systems(ACM计算机系统交易) - IEEE Transactions on ...

    Springer - Distributed and Parallel Systems - Cluster and Grid Computing.rar

    Springer 出版的《Distributed and Parallel Systems - Cluster and Grid Computing》一书深入探讨了这两个主题,提供了丰富的理论知识和技术实践。 在分布式系统中,多个独立的计算机节点通过网络连接,共同完成一...

    中国计算机学会推荐国际学术会议和期刊目录2019.pdf

    IEEE Transactions on Parallel and Distributed Systems (TPDS)、Journal of Parallel and Distributed Computing (JPDC)等期刊是该领域的顶级期刊。 存储系统是计算机科学的基础组成部分,该领域的研究方向包括...

    distributed and cloud computing

    Starting with an overview of modern distributed models, the book exposes the design principles, systems architecture, and innovative applications of parallel, distributed, and cloud computing systems....

    CCF推荐国际学术期刊

    7. Journal of Parallel and Distributed Computing (JPDC) 8. Parallel Computing 9. Performance Evaluation: An International Journal C类期刊包括: 1. Concurrency and Computation: Practice and Experience...

Global site tag (gtag.js) - Google Analytics