Spark, Distributed Systems, Machine Learning, Hadoop, Scalability.
with same keys (to compute the total count). To implement a function in Hadoop, you just need to write the Map & Reduce function. Please note, there is disk I/O between each Map-Reduce operation in Hadoop. However, almost all ML algorithms work iteratively. Each iteration step in SGD [Equation