In this presentation, Glassbeam Principal Architect Mohammad Guller gives an overview of Spark, and discusses why people are replacing Hadoop MapReduce with Spark for batch and stream processing jobs. He also covers areas where Spark really shines and presents a few real-world Spark scenarios. In addition, he reviews some misconceptions about Spark.