Skip to Content
Scala and Spark for Big Data Analytics
book

Scala and Spark for Big Data Analytics

by Sridhar Alla, Md. Rezaul Karim
July 2017
Intermediate to advanced
796 pages
18h 55m
English
Packt Publishing
Content preview from Scala and Spark for Big Data Analytics

Apache Mesos

The Mesos master usually replaces the Spark master as the cluster manager (aka the resource manager) when using Mesos. Now, when a driver program creates a Spark job and starts assigning the related tasks for scheduling, Mesos determines which computing nodes handle which tasks. We assume that you have already configured and installed Mesos on your machine.

To get started, following links may be helpful to install Mesos on your machine. http://blog.madhukaraphatak.com/mesos-single-node-setup-ubuntu/, https://mesos.apache.org/gettingstarted/.

Depending upon hardware configuration, it takes a while. On my machine (Ubuntu 14.04 64-bit, with Core i7 and 32 GB of RAM), it took 1 hour to complete the build.

To submit and compute your ...

Become an O’Reilly member and get unlimited access to this title plus top books and audiobooks from O’Reilly and nearly 200 top publishers, thousands of courses curated by job role, 150+ live events each month,
and much more.

Read now

Unlock full access

More than 5,000 organizations count on O’Reilly

AirBnbBlueOriginElectronic ArtsHomeDepotNasdaqRakutenTata Consultancy Services

QuotationMarkO’Reilly covers everything we've got, with content to help us build a world-class technology community, upgrade the capabilities and competencies of our teams, and improve overall team performance as well as their engagement.
Julian F.
Head of Cybersecurity
QuotationMarkI wanted to learn C and C++, but it didn't click for me until I picked up an O'Reilly book. When I went on the O’Reilly platform, I was astonished to find all the books there, plus live events and sandboxes so you could play around with the technology.
Addison B.
Field Engineer
QuotationMarkI’ve been on the O’Reilly platform for more than eight years. I use a couple of learning platforms, but I'm on O'Reilly more than anybody else. When you're there, you start learning. I'm never disappointed.
Amir M.
Data Platform Tech Lead
QuotationMarkI'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.
Mark W.
Embedded Software Engineer

You might also like

Scala Programming for Big Data Analytics : Get Started With Big Data Analytics Using Apache Spark

Scala Programming for Big Data Analytics : Get Started With Big Data Analytics Using Apache Spark

Irfan Elahi
Spark for Data Science

Spark for Data Science

Bikramaditya Singhal, Srinivas Duvvuri

Publisher Resources

ISBN: 9781785280849