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
• kind of similar to bottleneck operations in our cases.

[x2sweet]

Hello, I have also been doing research in related fields recently. Do you have any progress？

[syl18via]

If you are interested in this paper, please refer to link.

[x2sweet]

Thanks a lot!