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Monitoring Serverless Applications
With Datadog
Intro
– Rachel White
– Technical Evangelist @ Datadog
– @ohhoe on twitter if you have any additional questions
Overview
– Traditional vs Serverless Applications
– Twitter Bots
– Generative Art
– Serverless (AWS Lambda)
– Monitoring a Serverless Application
What is Serverless?
Traditional Architecture
– LAMP, MAMP, MEAN, JAM
– 100% Uptime
– Full Control over Software Versioning
– Usually Monoliths
Microservice Architecture
– Can run across multiple stacks
– Separate Deploys
– Modular
Serverless
– Cloud provider executes code
– Don’t have to think about servers at all
– Pay only for what you use
– Easier to adapt to demand at scale
AWS Lambda
– Zero Administration
– Automatically allocates compute execution power
– Set code to automatically trigger
– Write in your favorite programming language
Monitoring serverless with Datadog
How do you debug a server that doesn’t exist?
🤔
How do you debug a server that doesn’t exist…
in this?
Serverless Platform Specific Constraints
Allocated Memory Usage
Cold Starts
API Gateways as Intermediaries
Commonly Called via Queues
3 Step Configuration for Serverless Full Visibility
1. Enable AWS
Integration
2. Add the Forwarder
3. Instrument Your Language
Traces, Logs and Metrics Across Infra Platforms
Lambda Forwarder
Use Datadog to Pivot Between Abstractions
APM for Service / Application Level Problems
Serverless Metrics & Dashboards for Platform State
Service Map for Overall Application Architecture
Metrics for Overall Business Processes / State
Enrich with RUM for Visibility into End User Experience
Twitter Bot Time
Serverless Framework
– Open Source CLI
– Write once, Deploy many
– Quick AWS integration
– serverless.com
AWS
– Lambda function
– S3 bucket
– Cloudflare cron trigger
Datadog
– AWS integration
– Lambda Forwarder
– AWS X-Ray for distributed application tracing
Node.js Application
– Create base64 dataURI image
– Different every time
– Pulls color info from colourlovers
– AWS-SDK
– Twit - API client for Node
Twitter Bots
– Used to be very popular pre-closed API time
– Image Based
– Markov Chain / ML text gen
Soft Landscapes
Soft Landscapes
Bracket Meme Bot
@BracketMemeBot - http://tinysubversions.com/notes/bracket-meme-bot/
Twitter Bots
– http://www.tracery.io
– https://cheapbotsdonequick.com
– https://github.com/dariusk/corpora
– https://botwiki.org/
Let’s Code!

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