Overview
Explore network data management challenges and solutions in this technical presentation from Networking Field Day 30, where CTO and Co-Founder Nitin Kumar demonstrates how to efficiently collect, correlate, and remediate network issues through advanced observability techniques. Learn about pipeline management, data ingestion processes, metrics correlation, event data modeling, and domain-independent correlation algorithms. Discover how recommendation systems and natural language processing integrate with frontend services and various data sources while maintaining security. Through an interactive demonstration, gain practical insights into implementing a comprehensive observability platform that streamlines incident remediation and enhances network team efficiency.
Syllabus
Introduction
Agenda
Demo
Pipeline
Management
Correlation
Data ingestion
Metrics and correlation
Metrics pipeline
Logs
Event Data Model
Correlation Algorithm
Domain Independent
Recommendation Systems
Natural Language Processing
The Light Bulb
Frontend to Service
Data Sources
Security
Chat
Taught by
Tech Field Day