1. Big Data Machine Learning using Apache Spark MLlib
Mehdi Assefi , Ehsun Behravesh , Guangchi Liu , and Ahmad P. Tafti

2. Motivation Big Data World! Applications Challenges
healthcare informatics
genomic data analysis
text mining
stochastic modeling
Challenges
Cost
Time

3. Major Libraries

4. Major Libraries Apache Spark StreamingEnhanced situational awareness,
Apache Spark SQL,
Spark GraphX,
Apache Spark MLlib ,

5. Apache Spark MLlib
platform independent open-source libraries distributed architecture and automatic data parallelization

6. Functions Regression dimension reduction Classification Clustering
rule extraction

7. Pathway

8. Experimental Evaluation
Datasets VMWARE Cluster environment Machine Learning Algorithms

11. Results

18. Conclusion

19. Questions?