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Distributed Computing with Python
판매가격 19,000원
저자 Pierfederici
도서종류 외국도서
출판사 PACKT
발행언어 영어
발행일 2016-04
페이지수 170
ISBN 9781785889691
도서구매안내 온, 오프라인 서점에서 구매 하실 수 있습니다.

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  • 도서 정보

    도서 상세설명

    1: An Introduction to Parallel and Distributed Computing
    Parallel computing
    Distributed computing
    Shared memory versus distributed memory
    Amdahl's law
    The mixed paradigm
    Summary

    2: Asynchronous Programming
    Coroutines
    An asynchronous example
    Summary

    3: Parallelism in Python
    Multiple threads
    Multiple processes
    Multiprocess queues
    Closing thoughts
    Summary

    4: Distributed Applications – with Celery
    Establishing a multimachine environment
    Installing Celery
    Testing the installation
    A tour of Celery
    More complex Celery applications
    Celery in production
    Celery alternatives Python-RQ
    Celery alternatives Pyro
    Summary

    5: Python in the Cloud
    Cloud computing and AWS
    Creating an AWS account
    Creating an EC2 instance
    Storing data in Amazon S3
    Amazon elastic beanstalk
    Creating a private cloud
    Summary

    6: Python on an HPC Cluster
    Your typical HPC cluster
    Job schedulers
    Running a Python job using HTCondor
    Running a Python job using PBS
    Debugging
    Summary

    7: Testing and Debugging Distributed Applications
    The big picture
    Common problems clocks and time
    Common problems software environments
    Common problems permissions and environments
    Common problems the availability of hardware resources
    Challenges the development environment
    A useful strategy logging everything
    A useful strategy simulating components
    Summary

    8: The Road Ahead
    The first two chapters
    The tools
    The cloud and the HPC world
    Debugging and monitoring
    Where to go next

    Appendix A: Index
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