A Spark in the Cloud
A Spark in the Cloud
Complete large processing tasks by harnessing Amazon Web Services EC2, Apache Spark, and the Apache Zeppelin data exploration tool.
Last month I looked at how to use Apache Spark to run compute jobs on clusters of machines [1]. This month, I'm going to take that a step further by looking at how to parallelize the jobs easily and cheaply in the cloud and how to make sense of the data it produces.
Both of these tasks are somewhat interrelated, because if you're going to run your software in the cloud, it's helpful to have a good front end to control it, and this front end should provide a good way of analyzing the data.
Big Data is big business at the moment, and you have lots of options for controlling Spark running in the cloud. However, many of these choices are closed source and could lead to vendor lock-in if you start developing your code in them. To be sure you're not tied down to any one cloud provider and can always run your code on whatever hardware you like. I recommend Apache Zeppelin as a front end. Zepplin is open source, and it's supported by Amazon's Elastic Map Reduce (EMR), which means it's quick and easy to get started.
[...]
Buy this article as PDF
(incl. VAT)
Buy Linux Magazine
US / Canada
UK / Australia
Subscribe to our Linux Newsletters
Find Linux and Open Source Jobs
Subscribe to our ADMIN Newsletters
Support Our Work
Linux Magazine content is made possible with support from readers like you. Please consider contributing when you’ve found an article to be beneficial.
News
-
TuxCare Announces Support for AlmaLinux 9.2
Thanks to TuxCare, AlmaLinux 9.2 (and soon version 9.6) now enjoys years of ongoing patching and compliance.
-
Go-Based Botnet Attacking IoT Devices
Using an SSH credential brute-force attack, the Go-based PumaBot is exploiting IoT devices everywhere.
-
Plasma 6.5 Promises Better Memory Optimization
With the stable Plasma 6.4 on the horizon, KDE has a few new tricks up its sleeve for Plasma 6.5.
-
KaOS 2025.05 Officially Qt5 Free
If you're a fan of independent Linux distributions, the team behind KaOS is proud to announce the latest iteration that includes kernel 6.14 and KDE's Plasma 6.3.5.
-
Linux Kernel 6.15 Now Available
The latest Linux kernel is now available with several new features/improvements and the usual bug fixes.
-
Microsoft Makes Surprising WSL Announcement
In a move that might surprise some users, Microsoft has made Windows Subsystem for Linux open source.
-
Red Hat Releases RHEL 10 Early
Red Hat quietly rolled out the official release of RHEL 10.0 a bit early.
-
openSUSE Joins End of 10
openSUSE has decided to not only join the End of 10 movement but it also will no longer support the Deepin Desktop Environment.
-
New Version of Flatpak Released
Flatpak 1.16.1 is now available as the latest, stable version with various improvements.
-
IBM Announces Powerhouse Linux Server
IBM has unleashed a seriously powerful Linux server with the LinuxONE Emperor 5.