Trace-Based Runtime Prediction of Reoccurring Data-Parallel Processing Jobs

by Alireza Alamgiralem

Master's Thesis from the year 2021 in the subject Engineering - Computer Engineering, grade: 1.7, Technical University of Berlin, language: English, abstract: The present research proposes a novel approach to estimate incoming jobs runtime based on similarities of reocurring jobs. To achieve this goal, we utilize the latest achievements in neural network techniques to embed the job dependencies. Subsequently, we perform multiple clustering techniques...

• Format: Paperback
• Language: English
• ISBN: 334660201X
• ISBN13: 9783346602015
• Release Date: April 2022
• Publisher: Grin Verlag
• Length: 108 Pages
• Weight: 0.33 lbs.
• Dimensions: 0.3" x 5.8" x 8.3"