Lost in Translation The Challenge of Managing Microservices Mirko - - PowerPoint PPT Presentation

Lost in Translation

The Challenge of Managing Microservices Mirko Novakovic CEO & Co-founder Instana

Innovate Fast

• r Die Slowly:

“The digital transformation is fundamentally changing the way

• ur consumers behave and the way we work. Technology has

enabled us to build more direct relationships with our consumers… but also to become faster, better and more efficient in every part of the organization.”

150.00 33.85

Lines of Code

265,060,408 4,362

Daily Builds

DevOps Organisation

• Value Stream Focus
• Sofuware Delivery Performance
• Agile

Technical Complexity

• Cloud/Hybrid
• Microservices / Containers /

Service Mesh

• Serverless

Deployment Frequency Change

• Continuous Integration

Deployment Automation

• Automated Testing
• Canary/Blue-Green Deployments
• Trunk Based Development

3 Tectonic Shifts in Application Operations Are Impacting Businesses

Observability: Metrics, Logs, Traces?

731 Hosts 14 Containers / Host

Let’s have a look at a Microservices environment

731 Hosts 14 Containers / Host

Adding Kubernetes

Clusters Namespaces Deployments Services Pods...

Services and Dependencies

940 Microservices 14 Containers / Host

Traces & Calls

731 Hosts 14 Containers / Host

Let’s do the math...

731 Hosts x 20 Metrics = 14,620 Metrics 731 x 14 Containers = 10,243 x 20 Metrics = 205,060 Metrics

• approx. 250,000 Metrics (not values)

50,000,000 Traces per Day 500,000,000 Calls per Day 100,000,000+ Logs per Day

To make it worse: Change!

731 Hosts 14 Containers / Host

Dashboards?

Lost in Data...

Alerts?

731 Hosts 14 Containers / Host Clusters Namespaces Deployments Services Pods... Nam/ Host

It’s nearly impossible to find your services in this chaos New services are deployed without monitoring Finding the root cause of issues just got exponentially more difficult Releases occur so fast it’s difficult to tell which ones make things better or worse Impossible to make sense of all of this data

• Dashboards can’t help

You can’t tell which service failed first and is breaking

• ther services

New Challenges

How to get from data...

...to information?

4 Layers of Modern Monitoring

Data Semantics Intelligence Information

DevOps CI/CD Applications & Traces UEM

• inc. Mobile

Infrastructure & Technologies

Metrics, Logs, Traces (commoditized) Area of focus and competition

Dynamic Graph

Connects Entities:

• Traces, Calls
• Services
• Orchestration
• Infrastructure
• Cloud

Context Guide

Getting context in a complex and dynamic application landscape!

Quickly see full stack dependencies View upstream and downstream service dependencies

Application Perspective

• Generated Dashboards
• Full historical data
• Filtered Services
• Filtered Issues and

Incidents

• Corresponding

Infrastructure

• Drill into Analytics

> -

Semantics: Releases, Deployments, Versions

Get immediate, automated feedback on every new release, deployment, and version with a full understanding

• f the impact and changes

Commit Build Test Deploy

Edmunds drastically reduced deployment time while increasing both quality and uptime Immediate visibility and feedback

Intelligence

Golden Signals:

• High Level Abstraction
• Learning/AI
• Use Semantics for

Context

• Use Graph for Root

Cause

Information: Root Cause Analysis

Incident Mode

• Full UI Rework
• Focus on Incident in

every Function of Instana

• Playback
• Dependency Map
• More Event based ML

Information: Root Cause Analysis

Outlier Detection

• Slow Traces, Calls &

Beacons

• Erroneous Traces, Calls

& Beacons

• Depth of Traces, Calls &

Beacons

Microservices Management Requirements

731 Hosts 14 Containers / Host

Automated Discovery & Monitoring Dependency Tracking & Visualization Correlated Analytic Analysis Immediate Feedback

• n Delivery / Canary

Automatic & Assisted Root Cause Analysis Developer Application Drilldown

> -

Thank You