PDF⋙ Spark: Big Data Cluster Computing in Production by Ilya Ganelin, Ema Orhian, Kai Sasaki, Brennon York

Spark: Big Data Cluster Computing in Production by Ilya Ganelin, Ema Orhian, Kai Sasaki, Brennon York

Spark: Big Data Cluster Computing in Production by Ilya Ganelin, Ema Orhian, Kai Sasaki, Brennon York PDF, ePub eBook D0wnl0ad

Production-targeted Spark guidance with real-world use cases

Spark: Big Data Cluster Computing in Production goes beyond general Spark overviews to provide targeted guidance toward using lightning-fast big-data clustering in production. Written by an expert team well-known in the big data community, this book walks you through the challenges in moving from proof-of-concept or demo Spark applications to live Spark in production. Real use cases provide deep insight into common problems, limitations, challenges, and opportunities, while expert tips and tricks help you get the most out of Spark performance. Coverage includes Spark SQL, Tachyon, Kerberos, ML Lib, YARN, and Mesos, with clear, actionable guidance on resource scheduling, db connectors, streaming, security, and much more.

Spark has become the tool of choice for many Big Data problems, with more active contributors than any other Apache Software project. General introductory books abound, but this book is the first to provide deep insight and real-world advice on using Spark in production. Specific guidance, expert tips, and invaluable foresight make this guide an incredibly useful resource for real production settings.

• Review Spark hardware requirements and estimate cluster size
• Gain insight from real-world production use cases
• Tighten security, schedule resources, and fine-tune performance
• Overcome common problems encountered using Spark in production

Spark works with other big data tools including MapReduce and Hadoop, and uses languages you already know like Java, Scala, Python, and R. Lightning speed makes Spark too good to pass up, but understanding limitations and challenges in advance goes a long way toward easing actual production implementation. Spark: Big Data Cluster Computing in Production tells you everything you need to know, with real-world production insight and expert guidance, tips, and tricks.

From reader reviews:

Steve Teegarden:

As people who live in the particular modest era should be revise about what going on or data even knowledge to make these keep up with the era that is certainly always change and advance. Some of you maybe will update themselves by looking at books. It is a good choice for yourself but the problems coming to anyone is you don't know what one you should start with. This Spark: Big Data Cluster Computing in Production is our recommendation so you keep up with the world. Why, because book serves what you want and wish in this era.

Blake Westerman:

Can you one of the book lovers? If so, do you ever feeling doubt if you are in the book store? Try to pick one book that you never know the inside because don't assess book by its protect may doesn't work at this point is difficult job because you are afraid that the inside maybe not since fantastic as in the outside appear likes. Maybe you answer is usually Spark: Big Data Cluster Computing in Production why because the excellent cover that make you consider with regards to the content will not disappoint you actually. The inside or content is fantastic as the outside or even cover. Your reading 6th sense will directly direct you to pick up this book.

Keith Reese:

Do you like reading a guide? Confuse to looking for your favorite book? Or your book was rare? Why so many problem for the book? But any kind of people feel that they enjoy with regard to reading. Some people likes studying, not only science book but also novel and Spark: Big Data Cluster Computing in Production or perhaps others sources were given information for you. After you know how the good a book, you feel need to read more and more. Science reserve was created for teacher as well as students especially. Those textbooks are helping them to put their knowledge. In various other case, beside science e-book, any other book likes Spark: Big Data Cluster Computing in Production to make your spare time considerably more colorful. Many types of book like this one.

Read Spark: Big Data Cluster Computing in Production by Ilya Ganelin, Ema Orhian, Kai Sasaki, Brennon York for online ebook

Spark: Big Data Cluster Computing in Production by Ilya Ganelin, Ema Orhian, Kai Sasaki, Brennon York Free PDF d0wnl0ad, audio books, books to read, good books to read, cheap books, good books, online books, books online, book reviews epub, read books online, books to read online, online library, greatbooks to read, PDF best books to read, top books to read Spark: Big Data Cluster Computing in Production by Ilya Ganelin, Ema Orhian, Kai Sasaki, Brennon York books to read online.

Spark: Big Data Cluster Computing in Production by Ilya Ganelin, Ema Orhian, Kai Sasaki, Brennon York Doc

Spark: Big Data Cluster Computing in Production by Ilya Ganelin, Ema Orhian, Kai Sasaki, Brennon York Mobipocket

Spark: Big Data Cluster Computing in Production by Ilya Ganelin, Ema Orhian, Kai Sasaki, Brennon York EPub