计算机系统性能建模与设计

Performance modeling and design of computer systems

Mor Harchol-Balter · 初版 2013 年

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“计算机系统设计充满了复杂的难题。本书直面系统设计者所关心的核心问题,果断将 queueing theory 重新引回计算机科学领域。本书专为计算机科学家和工程师量身撰写,包含大量来自计算机系统以及制造与 operations research 的实例。全书妙趣横生、通俗易懂,即使是对本科生而言也极易上手,同时依然保持了严谨扎实的学术水准,其涵盖的主题跨度亦远超许多 queueing 类书籍。读者可从生动活泼的动机阐述与直观认知中受益,并伴有图解

Hacker News 上怎么说

  • > 每秒 3 次访问 这让我想起了一本面向软件工程师的极好的排队论书籍:Mor Harchol-Balter 的《Performance Modeling and Design of Computer Systems: Queueing Theory In Action》

    > 3 visit/second This reminds me of an excellent book on queueing theory for software engineers: Performance Modeling and Design of Computer Systems: Queueing Theory In Action by Mor Harchol-Balter

  • ……这本书看起来是一条相当不错的温故知新路径。在我看来(IMHO),把那本书啃下来能让你做足够的微积分基础练习,从而使得过渡到随机微积分变得相当容易。[1] Performance Modeling and Design of Computer Systems: Queueing Theory in Action - Mor Harchol-Balter https://www.cs.cmu.edu/~harchol/PerformanceModeling/book.htm...

    …of the book is what appears to be a pretty good refresher path. IMHO working through that book will make you practice with enough basic calc to make moving on to stochastic calculus fairly easy. [1] Performance Modeling and Design of Computer Systems: Queueing Theory in Action - Mor Harchol-Balter https://www.cs.cmu.edu/~harchol/PerformanceModeling/book.htm...

  • ……那本《数据密集型应用系统设计》(DDIA)我很喜欢。Alex Petrov 的《Database Internals》也是非常亲民的入门书。我真希望这个领域的每个从业人员都能读读 Harchol-Balter 的《Performance Modeling and Design of Computer Systems》。

    …Data-Intensive Applications book, which I like a whole lot. Alex Petrov's "Database Internals" is also a very approachable introduction. I wish every practitioner in the field would read Harchol-Balter's Performance Modeling and Design of Computer Systems.

  • ……这本书和戴明(Deming)的作品需要花上几年时间去消化。你得在现实中去实践,然后再回过头来重读,接着再实践。最终这些经验才会真正印在脑子里。= Mor Halchor-Balter 的《Performance Modeling and Design of Computer Systems》。不管书名怎么叫,这其实是一本关于排队论(queueing theory)的书。就是统计学里那个字面意义上无处不在、却好像根本没人意识到它无处不在的分支。……

    …this book and Deming will take a few years to digest. You'll want to practise it in real life, then come back to read it again, then practise some more. Eventually the lessons will start to stick. = Performance Modeling and Design of Computer Systems by Mor Halchor-Balter. Despite the name, this is a book about queueing theory. You know, that branch of statistics that shows up literally everywhere, except nobody seems to understand that it does.…

  • 读完这篇之后,去翻翻 Harchol–Balter 的书《Performance Modeling and Design of Computer Systems: Queueing Theory in Action》。它对于这个话题的深度入门非常有帮助,读完你就会获得以前没有的“超能力”。

    Once you've read this, pick up Harchol–Balter's book Performance Modeling and Design of Computer Systems: Queueing Theory in Action. It's a really good introduction to the depth of this topic, and you'll come out with superpowers you didn't have before.

  • ……把这本书和《Matching》里的材料应用到研究工作中。Sterman 的《Business Dynamics》,仍然是我读过的最好的系统动力学书。我正翘首期盼预计 2021 年左右出版的第二版。Harchol-Balter 的《Performance Modeling and Design of Computer Systems: Queueing Theory in Action》。通俗易懂且富有启发性。我在几个证明上卡了壳,还在繁杂的数学符号丛林里迷了一两次路,但那是我自己数学水平的……

    …material from this book and Matching to research work. Business Dynamics by Sterman. Still the best system dynamics book I've ever read. I'm anxiously waiting for the 2nd edition, expected circa 2021. Performance Modeling and Design of Computer Systems: Queueing Theory in Action by Harchol-Balter. Approachable and enlightening. I stumbled on a few of the proofs and got lost once or twice in thickets of notation, but that's due to my own mathematical…

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