June 2014
Intermediate to advanced
300 pages
7h 12m
English
Content preview from Seven Concurrency Models in Seven WeeksBecome 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,
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Parallelism Enables Big Data
The advent of Big Data has brought about a sea change in data processing over recent years. Big Data differs from traditional data processing through its use of parallelism—only by bringing multiple computing resources to bear can we contemplate processing terabytes of data. The Lambda Architecture is a particular approach to Big Data popularized by Nathan Marz, derived from his time at BackType and subsequently Twitter.
Like last week’s topic, GPGPU programming, the Lambda Architecture leverages data parallelism. The difference is that it does so on a huge scale, distributing both data and computation over clusters of tens or hundreds of machines. Not only does this provide enough horsepower to make previously ...
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I 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.
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I'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.