Zeno: A Straggler Diagnosis System for Distributed Computing Using Machine Learning

[joapolarbear]

• automatically identifies and diagnoses stragglers for jobs by machine learning methods
• with an unsupervised clustering method which groups the tasks based on their execution time.
• uses a supervised rule learning algorithm to learn diagnosis rules inferring the stragglers with their resource assignment and usage data