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Nayak-Shubhada Nithyananda-thesis-2021

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Nội dung chi tiết: Nayak-Shubhada Nithyananda-thesis-2021

Nayak-Shubhada Nithyananda-thesis-2021

CALIFORNIA STATE UNIVERSITY. NORTHRIDGEData Locality in Distributed Computing Applications in the CloudA thesis submitted in partial fulfillment of th

Nayak-Shubhada Nithyananda-thesis-2021he requirementsFor the degree of Master of Science in Computer ScienceByShubhada Nithyananda Nayak44317https://khothuvien.coniThe thesis of Shubhada N

ithyananda Nayak is approved:Dr. Robert D McllhennyDr. John NogaDr. Mahdi Ebrahimi. ChairDateDateDateCalifornia State University, NorthridgeiiAcknowle Nayak-Shubhada Nithyananda-thesis-2021

dgmentI would like to express my profound gratitude to my advisor and chair. Dr. Mahdi F.brahimi. for his continued motivation and guidance, rhank you

Nayak-Shubhada Nithyananda-thesis-2021

lor your support, feedback and valuable input throughout this thesis project.Ĩ would also like to extend warm thanks to my thesis committee members D

CALIFORNIA STATE UNIVERSITY. NORTHRIDGEData Locality in Distributed Computing Applications in the CloudA thesis submitted in partial fulfillment of th

Nayak-Shubhada Nithyananda-thesis-2021pursue higher education in the United States. I credit this thesis to my mother, Mrs. Nayana Nayak, for her unconditional love and encouragement. I am

forever grateful to my sister and her family for placing their faith in my abilities and for their constant support in my difficult times. This would Nayak-Shubhada Nithyananda-thesis-2021

not have been possible without the support of my fiancé; thank you for empowering me to achieve the best.iiiTable of ContentsSignature...............

Nayak-Shubhada Nithyananda-thesis-2021

............................................................iiAcknowledgment.....................................................................iiiAb

CALIFORNIA STATE UNIVERSITY. NORTHRIDGEData Locality in Distributed Computing Applications in the CloudA thesis submitted in partial fulfillment of th

Nayak-Shubhada Nithyananda-thesis-2021.................11.1.Hadoop.......................................................................21.1.1.Brief History...............................

.............................21.1.2.Hadoop and Hadoop Ecosystem..............................................31.1.3.Hadoop YARN Architecture.......... Nayak-Shubhada Nithyananda-thesis-2021

.......................................61.1.4.Application Workflow in Hadoop YARN......................................91.2.MapReduce.................

Nayak-Shubhada Nithyananda-thesis-2021

..................................................101.2.1.MapReduce Architecture..................................................101.2.2.Word Count E

CALIFORNIA STATE UNIVERSITY. NORTHRIDGEData Locality in Distributed Computing Applications in the CloudA thesis submitted in partial fulfillment of th

CALIFORNIA STATE UNIVERSITY. NORTHRIDGEData Locality in Distributed Computing Applications in the CloudA thesis submitted in partial fulfillment of th

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