Advantages of Hadoop
1)Distribute data and computation.The computation local to data prevents the network overload.
2)Tasks are independent The task are independent so,We can easy to handle partial failure. Here the entire nodes can fail and restart. It avoids crawling horrors of failure and tolerant synchronous distributed systems. Speculative execution to work around stragglers.
3)Linear scaling in the ideal case.It used to design for cheap, commodity hardware.Big Data brings new business opportunities like bter customer targeting and product innovation.
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