Initial Big Data white paper from Google speaks about running on comodity hardware and scale horizontally. While Cloud with virtualization and hypervisors is about scaling vertically. So even it’s becoming extremely popular to do Big Data in cloud it’s not ideal. But everyone is going that direction so the vendors are adjusting software for it.
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