What do you have to say for the skeptics of Hadoop who think that the ecosystem is getting too complex with too many overlapping projects doing almost similar things?: There is a truth to the point of growing complexity of the entire ecosy
What do you have to say for the skeptics of Hadoop who think that the ecosystem is getting too complex with too many overlapping projects doing almost similar things?:There is a truth to the point of growing complexity of the entire ecosystem but there is also a misattribution of the complexity that comes with it.
Unlike many other unified single-stack architectures that came before, the Hadoop platform is built around individual layers of individual responsibilities. This is the Unix philosophy; each of these layers is built in order to perform one thing and one thing well. This not only helps in delineating responsibilities, but it also helps in a much faster evolution. Remember that several different open developer communities are working on each layer. Sometimes, this does mean there are two or more disjoint sets of developers that work on the same layer, but that’s okay – either each of those projects carve out their niche or the single best project simply emerges. In a truly open community, a meritocracy, no single vendor ultimately decides the best approach.
The other side of the coin is that to get things working you are either ready to put a lot of time and money into it or you’ll need to use one of the vendor’s distros. There’s nothing wrong with having vendor distros—polish, automation, testing, and documentation are always welcome—but their raison d’e?tre shouldn’t just be the environment complexity. Ideally setting things up should be possible without too much hasle. But the Linux world proves that the convenience of distros cannot be challenged.
Original title and link: What do you have to say for the skeptics of Hadoop who think that the ecosystem is getting too complex with too many overlapping projects doing almost similar things? (NoSQL database?myNoSQL)
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