All posts on July, 2017


All your streaming data are belong to Kafka

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All your streaming data are belong to Kafka

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Data is eating the software that is eating the world

No one doubts that software engineering shapes every last facet of our 21st century existence. Given his vested interest in companies whose fortunes were built on software engineering, it was no surprise when Marc Andreessen declared that “software is eating the world.”

But what does that actually mean, and, just as important, does it still apply, if it ever did? These questions came to me recently when I reread Andreessen’s op-ed piece and noticed that he equated “software” with “programming.” Just as significant, he equated “eating” with industry takeovers by “Silicon Valley-style entrepreneurial technology companies” and then rattled through the usual honor roll of Amazon, Netflix, Apple, Google, and the like. What they, and others cited by Andreessen, have in common is that they built global-scale business models on the backs of programmers who bang out the code that drives web, mobile, social, cloud, and other 24/7 online channels.

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Data is eating the software that is eating the world

No one doubts that software engineering shapes every last facet of our 21st century existence. Given his vested interest in companies whose fortunes were built on software engineering, it was no surprise when Marc Andreessen declared that “software is eating the world.”

But what does that actually mean, and, just as important, does it still apply, if it ever did? These questions came to me recently when I reread Andreessen’s op-ed piece and noticed that he equated “software” with “programming.” Just as significant, he equated “eating” with industry takeovers by “Silicon Valley-style entrepreneurial technology companies” and then rattled through the usual honor roll of Amazon, Netflix, Apple, Google, and the like. What they, and others cited by Andreessen, have in common is that they built global-scale business models on the backs of programmers who bang out the code that drives web, mobile, social, cloud, and other 24/7 online channels.

To read this article in full or to leave a comment, please click here

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Apache Spark 2.2 gets streaming, R language boosts

With version 2.2 of Apache Spark, a long-awaited feature for the multipurpose in-memory data processing framework is now available for production use.

Structured Streaming, as that feature is called, allows Spark to process streams of data in ways that are native to Spark’s batch-based data-handling metaphors. It’s part of Spark’s long-term push to become, if not all things to all people in data science, then at least the best thing for most of them.

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