Autonomous Builds on Observability - Tsahi Peleg, Palo Alto Networks & Nikhil Gopinath, Sedai
Description
Observability is a building block for autonomous systems. This session covers the problem with too many metrics, how Palo Alto Networks solved this problem and Sedai's approach to metric prioritization.
Key moments:
00:22 : Picking the right metrics
01:18 : What is Autonomous Cloud Management?
02:15 : Sedai Architecture
03:14 : The Metrics Overload Problem
04:53 : Most metrics data is redundant, irrelevant and noisy
06:12 : Only some metrics identify root cause
07:17 : Overview of Palo Alto Networks
07:58 : SASE is a new approach to security
09:33 : Palo Alto Network's monitoring challenge
11:17 .:Golden metrics were great but noisy
11:28 : Palo Alto Network's Monitoring Approach
15:21 : The right monitoring approach is a journey
15:50 : Working in a cycle to improve monitoring & remediation
16:39 : Solving for multiple monitoring providers and multiple resources
17:45 :Data hierarchy in an Autonomous System
19:07 :Four ways to classify metrics
19:30 : Sedai's Three Categories of Metrics: Input, Secondary & Primary
20:57 : Building a correlation chain between metrics
22:25 : Getting to a small list of curated metrics
22:41 : Time-shifting exposes true relationships
23:30 : Outcome of Sedai's three tier approach: only 3% of metrics need continuous tracking
24:39 : Q&A: Don't you lose hidden signals by narrowing what's tracked?
To learn more about Sedai visit https://bit.ly/3e3Cqlv
#autonomouscloud #sre #devops #aws #serverless #sedai #autocon22 #paloalonetworks #sase #tsahipeleg
United States
