Apache Mesos Essentials, by Dharmesh Kakadia
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Apache Mesos Essentials, by Dharmesh Kakadia
Download Ebook PDF Online Apache Mesos Essentials, by Dharmesh Kakadia
Build and execute robust and scalable applications using Apache Mesos
About This Book
- Deploy Apache Mesos to concurrently run cutting edge data processing frameworks like Spark, Hadoop and Storm in parallel
- Share resources between various cluster computing applications and web applications
- Detailed guidance on Mesos best practices in a stable production environment
Who This Book Is For
This book is intended for developers and operators who want to build and run scalable and fault-tolerant applications leveraging Apache Mesos. A basic knowledge of programming with some fundamentals of Linux is a prerequisite.
What You Will Learn
- Get to grips with setting up a Mesos cluster in a data centre or in the Cloud
- Perform data analysis on Mesos using frameworks such as Hadoop, Spark, and Storm
- Familiarize yourself with managing services on Mesos using Marathon, Chronos, and Aurora
- Gain insight into how to write a distributed application using the Mesos API
- Discover how to automate and administer a Mesos Cluster and other operations such as logging and monitoring
- Explore the fundamentals and internal working of Mesos
In Detail
Apache Mesos is a cluster manager that provides efficient resource isolation and sharing across distributed applications, or frameworks. It allows developers to concurrently run the likes of Hadoop, Spark, Storm, and other applications on a dynamically shared pool of nodes. With Mesos, you have the power to manage a wide range of resources in a multi-tenant environment.
Starting with the basics, this book will give you an insight into all the features that Mesos has to offer. You will first learn how to set up Mesos in various environments from data centers to the cloud. You will then learn how to implement self-managed Platform as a Service environment with Mesos using various service schedulers, such as Chronos, Aurora, and Marathon. You will then delve into the depths of Mesos fundamentals and learn how to build distributed applications using Mesos primitives.
Finally, you will round things off by covering the operational aspects of Mesos including logging, monitoring, high availability, and recovery.
Apache Mesos Essentials, by Dharmesh Kakadia- Amazon Sales Rank: #731995 in Books
- Published on: 2015-06-17
- Released on: 2015-06-29
- Original language: English
- Number of items: 1
- Dimensions: 9.25" h x .52" w x 7.50" l, .89 pounds
- Binding: Paperback
- 156 pages
About the Author
Dharmesh Kakadia
Dharmesh Kakadia is a research fellow at Microsoft Research, who develops the next-generation cluster management systems. Before coming to MSR, he completed his MS in research from the International Institute of Information Technology, Hyderabad, where he worked on improving scheduling in cloud and big data systems. He likes to work at the intersection of systems and data and has published research in resource management at various venues. He is passionate about open source technologies and plays an active role in various open source communities. You can learn more about him at @DharmeshKakadia on Twitter.
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Most helpful customer reviews
3 of 3 people found the following review helpful. A quick taste of Apache Mesos and how to configure it in simple Hello World like scenarios By Jascha Casadio Apache Mesos is usually referred to as the kernel of a data infrastructure. As such, it abstracts the resources made availabled by the nodes thus allowing the creation of fault-tolerant and elastic distributed systems, referred to as frameworks. While Mesos has been there since 2009, its popularity strongly increased this year as a consequence of the success Docker had, since the two technologies can work together smoothly and, among the many different ways to orchestrate that blue whale over a cluster, Apache Mesos certainly represents one of the best choices. Despite this, the titles dedicated to the subject are, sadly, less than two. True, the official documentation is well laid out and exhaustive, and the community very active and helpful. But yea, there is only one book currently dedicated to Apache Mesos: Apache Mesos Essentials, an introductory text that is meant to give the readers a quick taste of what can be achieved with it.Released early this summer, Apache Mesos Essentials is a thin introduction to Mesos, the cluster management system first developed by the University of Berkley then by the Apache Foundation. The book spans through some seven chapters, most of which show how to configure Mesos with some other technology to get them to work together. But let's get a little more into the details.The first thing that comes to the eyes is poor proofreading, something that, unfortunately, is not new to Packt Publishing. Not only articles are missing here and there, but sometimes entire sentences are semantically wrong. For example If the framework accepts a resource offer, the framework allocates the corresponding resourced to the framework and then the framework is free to use them. What a pity.The first chapter briefly introduces Mesos and some basic concept. No details, just a quick overview. The reader is also guided through the installation steps, as typical of any book's first chapter. What follows, is a series of chapters, up until the sixth excluded, where the author couples Mesos with another technology, which can be Hadoop, Storm or Spark. The pattern is always the same: quick introduction to what this technology can do, its history and some of its key features. Next, how to install it and get it to work with Mesos. A couple of notes here: first of all, there are no real world examples. The author always relies on the examples that each technologies comes with, that is, the reader is presented with Hello World! like examples, nothing more complicated. Similarly, there are no real world architecture scenarios. Second, these chapters feel like a manual. The pages are plenty of configuration files, nothing else. Which is something that the official documentation(s) are there for.Chapter 6 is certainly the best of the whole book and probably the only really worth reading. It gets into the internals of Mesos, explaining its different components. The whole thing is coupled with very clear and colorful diagrams that help the reader to get the overall picture.To wrap it all up, despite being the only book dedicated to Apache Mesos out there, I do not recommend it. The only chapter worth a read does not provide anything that the official documentation does already. Hopefully, thanks to the popularity of Docker, more books dedicated to Mesos will be written and we will have better choices.As usual, you can find more reviews on my personal blog: http://books.lostinmalloc.com. Feel free to pass by and share your thoughts!
4 of 6 people found the following review helpful. Nice overview but needs more real-world examples and less manual pages By Mike Schilli This is a good introduction on how big organizations use Mesos. It explains at a conceptual and manual page level how to install the different bits and pieces and lists the commands necessary to run the examples that come with the source code of the different supporting open source projects.What it comes down to is that in a distributed environment without single points of failure every trivial task becomes complicated and you can't just use the usual Unix tool for it. Instead, you need a heavy artillery "framework" with 17 configuration files that each have about 42 parameters to tune it. Where you had a single cronjob that triggered every morning, you now need a “scheduler" framework that runs on top of the Mesos framework on a cluster of machines that makes sure that an “executor” framework triggers the task on any of the available nodes. The book explains this quite well.Every one of these 17 frameworks has its own set of parameters, like the number of times it retries to start a task if it fails at first, or the grace period it waits before it marks it dead, and so forth. The book explains every one of these parameters in several page-spanning two-column tables, which might be useful to some who don't want to cobble together the online documentation from the various project sites on the Web. At the risk that you might end up using a parameter that's no longer supported by the latest version that came out after the book was printed or arrived on your Kindle, of course.The author’s writing style is a bit dry, the book reads sometimes like a manual page, sometimes like a buzzword prospectus at a Big Data fair. What I find a bit disturbing is that a somewhat experienced publisher like Packt apparently forgot to fill in the missing “the” and “a” articles into sentences like “Aurora has master-slave architecture”, “each framework does fine-grain job”, and “we will start with Hadoop framework”. Also, while sentences in Hyderabad-English sometimes start with the words “Storm project includes”, “Resources offer represents”, or “Application consists”, that’s bad grammar which should have been fixed by an editor before publication.The book only provides one coding example of a framework written by the author, which illustrates how to calculate the area under a graph and shows how to scale it across several nodes quite nicely. When it comes to practical use, topics like unit testing or monitoring are only discussed in a hand-wavy manner without real examples.The book could provide good value by showing a relatively simple real world example from scratch with all the details, like testing, debugging, rollout, etc., maybe in the next edition. As it is, it has its value as a broad overview.
2 of 3 people found the following review helpful. Essentials and not much more. By René Moser I am writing this as I offered review for PackPub. I am not paid for this review. The review is my own option.The book gives a overview what Apache Mesos is and how it can be used. It shows detailed how to install and configure Apache Mesos, sometimes a bit too detailed, but I assume you will also be able to find it as much detailed online in the docs.It is not written like a thriller, more like a documentation or manual collected into a book. The author only gives a few lines where Apache Mesos is used, I am missing real world examples.For me it is not a must have book.
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