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Implement a Kmeans algorithm using MapReduce to cluster

Implement a Kmeans algorithm using MapReduce to cluster the provided data set. A 2-d data with 100,000 instances is provided. You can code it with any programming language you prefer. Basic Tasks:

1. Describe how you implement the K-means using Mapreduce and what problems you’ve encounter.

2. Run the algorithm in a single iteration with different number of k: k =60, k= 80 and k=100.

3. Report the execution time with different k in a single iteration: k =60, k= 80 and k=100.

4. Submit your Java file/ other format of programming file with comments and detail documentation on how to execute your code (or a Readme file).

5. Figure out a way that you can run the algorithm with 30 iterations with a k= 100. Report your results (the final centers and the assignments for each centers).

[login to view URL] you’ve finished the first question, visualize your result using a 2-d plot.

Taidot: Algoritmi, tiedonlouhinta, Hadoop, MapReduce, Python

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( 0 arvostelua ) United States

Projektin tunnus: #18071302

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tausy

hi, I'm a software developer with over 5 years of experience working on various data-centric applications using numerous tools and technologies. I'm interested in this project and hence would like to discuss it fur Lisää

$166 USD 5 päivässä
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4.7
wizard2015

Hi, I have read your job description an I can implement it for you in either Java, C# or C++. Please let me know if you are interested in cooperation.

$150 USD 3 päivässä
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4.2
iridescent2x15

Hy I am software engineer and have delivered many programming project. You can share more details in chat. Thank you

$350 USD 10 päivässä
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zainpacc

Expertise in MATLAB with a substantial background in K-means and other clustering techniques I have completed various protects related this field as you can view my profile for completed projects. I can provide you yo Lisää

$100 USD 3 päivässä
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3.8
ali18997

Here is my project that I did of medical image segmentation using Kmeans clustring: [login to view URL] So I can do this ASAP and work closely with you to get exactly what y Lisää

$15 USD 1 päivässä
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0.0