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Abhishek Pathak's Projects

color-palette icon color-palette

Set of Python (+Qt) scripts to work with colors, color harmonies, mixing of colors, and edit color palettes.

hadoop-sched icon hadoop-sched

Hadoop is an open-source implementation of MapReduce enjoying wide adoption and is often used for short jobs where low response time is critical. Hadoop’s performance is closely tied to its task scheduler, which implicitly assumes that cluster nodes are homogeneous and tasks make progress linearly, and uses these assumptions to decide when to speculatively re-execute tasks that appear to be stragglers. In practice, the homogeneity assumptions do not always hold. MapReduce uses speculative execution to improve fault tolerance. Current Hadoop implementation decides whether to run speculative tasks based on the progress rates of running tasks, which does not take into consideration the absolute progress of each task. The modified Hadoop framework was deployed in 6 t2.medium EC2 instances in a master-slave configuration.

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