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Sep 19, 2016 -Problems for Hadoop 1.X. Tight coupling of specific programming model with resource management infrastructure => abuse the use of MapReduce. centralised The NodeManager is the per-machine framework agent who is responsible for containers, monitoring their resource usage (cpu, memory, disk, network) and Chapter 4. YARN Apache YARN (Yet Another Resource Negotiator) is Hadoop's cluster resource management system. YARN was introduced in Hadoop 2 to Oct 3, 2013 - The initial design of Apache Hadoop [1] was tightly focused on running massive, MapReduce jobs to process a web crawl. For increasingly diverse companies, The initial design of Apache Hadoop [1] was tightly focused on running massive, MapReduce jobs to process a web crawl. For increasingly diverse companies, Oct 3, 2013 - Oct 3, 2013 - In addition, we utilize Apache Hadoop [12][13][14], which provides Hadoop Distributed File System (HDFS), a scalable component capable of storing large files