Leveraging ML to Detect Application HotSpots [@scale, of Course!]

Note: Presentation times are in Coordinated Universal Time (UTC).

Wednesday, 2021, October 13 - 16:4517:00

Sanket Patel, LinkedIn

Abstract: 

This talk will explore various analyses done on service latency metrics and their correlation, while LinkedIn's data-center is under a stress test.

Note: you do not need to be a machine learning expert to make sense of this talk. We will not be diving deeper into the mathematics part of it but would rather focus on the approach.

Sanket Patel, LinkedIn

Sanket is Site Reliability Engineer at LinkedIn where he is working in infrastructure space with the capacity engineering team. He is also into cycling and blogging [superuser.blog].

SREcon21 Open Access Sponsored by Indeed

BibTeX
@conference {276679,
author = {Sanket Patel},
title = {Leveraging {ML} to Detect Application HotSpots [@scale, of Course!]},
year = {2021},
publisher = {{USENIX} Association},
month = oct,
}

Presentation Video