Use Map-Reduce Design Patterns - IT Assignment Help

Assignment Task

An application collects large quantities of machine generated data and stores it. The data collected are periodically analysed to generate critical systems warnings. Due to the sensitive nature of data, we would like to ensure as much availability as possible.
Illustrate the difference between running the rack algorithm of HDFS with Replication Factor(RF) of 3 and RF of 4.  
 
1. Use Map-Reduce design patterns to write parallel algorithms for the tasks:
a) Compute the mean and standard deviation of a set of values
b) Compute Euclidean distance between a given point and a set of points.
 
Deliverables: Algorithm in which map/reduce is used. If you need to use functions, write algorithm(s) for them in the beginning itself.

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