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Anomaly is defined as a state of the system that do not conform to the normal behavior. For example, the emission of neutrons in a nuclear reactor channel above the specified threshold is an anomaly. Big data refers to the data set that is high volume, streaming, heterogeneous, distributed and often sparse. Big data is not uncommon these days. For example, as per Internet live stats, the number of tweets posted per day has gone above 500 millions. Due to data explosion in data laden domains,arXiv:2203.01684v1 fatcat:3w5yogrqwnasdn3niubj2pgghi