Apache Hadoop has made giant strides since in the last 12 months: the community has released hadoop-1.0 after nearly 6 years and now hadoop-2. In hadoop-2 Apache Hadoop MapReduce has undergone a complete re-haul to emerge as Apache Hadoop YARN, a generic compute fabric to support MapReduce and other application paradigms. This really changes the game to recast Hadoop as a much more powerful data-processing system making Hadoop very different from itself 12 months ago. In this talk we will talk about the next set of features like pre emption, web services and near real time analysis and how we are working on tackling these in the near future. In this talk we will also cover the roadmap for the MapReduce framework itself.