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With the increase in size and complexity if modern datasets, the world is faced with new challenges in the automation and scalability of the very large data sets. Scheduling has been an active area of research in computing systems since their inception. The main objective is to study MapReduce framework, MapReduce model, scheduling in hadoop, various scheduling algorithms and various optimization techniques in job scheduling. Scheduling algorithms of MapReduce model using hadoop vary withdoi:10.1088/1742-6596/1362/1/012001 fatcat:ikw7wxziybbm7e2eph2xkgtif4