Hadoop's appeal is waning as cloud solutions like AWS S3 offer scalable, pre-installed alternatives. The shift from batch processing with MapReduce to real-time analytics reflects changing industry needs. Enterprises still using Hadoop face challenges like capacity planning, while cloud services provide a more flexible, pay-as-you-go model.
