The Ledger
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Narkhede: Stream processing behaves like microservices, not faster MapReduce jobs
“What we learned is that, ah, stream processing is in fact much more than a faster MapReduce layer. It, in fact, most of the applications that do stream processing look much more like a microservice of an application, and less like a faster version of a batch o…”
Mike Olson predicts MapReduce compute cycles in Hadoop clusters will approach zero
“I think the percentage of cycles spent on MapReduce in Hadoop clusters generally is going to asymptotically approach zero. That's not because there will be less MapReduce happening, but because there will be so much of the other stuff happening.”
Modern laptops are 10 to 100 times faster than MapReduce-era servers
“But you know, nowadays, like, you know, I've got a Mac M two laptop. It's two years old. It's like probably an order of magnitude to two orders of magnitude faster than the server machines were back when, you know, MapReduce came out and people started buildin…”