Hadoop is a three-tiered stack consisting of HDFS, an open-source implementation of Mapreduce, and tools like Hive and Pig that provide SQL-like functionality. Remarkably, over 95% of Facebook's workload utilizes Hive for SQL queries, highlighting the dominance of SQL in data processing over direct Mapreduce commands. This architecture illustrates the evolution of data handling in large-scale systems.
