frankfurter entwicklertag 2016 · monolith to microservices data center to aws .net / windows to...
TRANSCRIPT
Highway to heaven
Building microservices in the cloud Frankfurter Entwicklertag 2016
Agenda
Meet AutoScout24
Shifting gears
How we build our services
How we organize ourselves
@cdeger & @wolfwolf
AutoScout24 - 30.000ft
C C
Baseline AutoScout24 IT
Highly optimized, but of last decade
IT platform supported growth for >6 years
Microsoft oriented stack
Enterprise IT setup - MTBF over MTTR
Proven agile and lean principles
C
C C
New CEO
C C
Do you attract talent?
C C
C C
Project Tatsu
W W
Monolith to Microservices
Data center to AWS
.NET / Windows to JVM / Linux
Devs + Ops to DevOps culture
Involve product people
Five challenges
Technical transformation
W W
Change the wheels while driving
W W
Strategic Goals Goals of the business side
Architectural Principles High-Level Principles
Design and Delivery Principles Tactical measures
Reduce Time to Market Speed, Fast Feedback
Cost Efficiency Collect metrics to allow decisions cost vs. value.
Support Data-Driven Decisions Listen to users and validate hypothesis.
Provide as many relevant metrics & data as possible.
You build it, you run it The team is responsible for shaping, building, running and
maintaining its products. Fast feedback from live and customers
helps us to continuously improve.
Organized around Business Capabilities Build teams around products not projects. Follow the domain
and respect bounded contexts. Inverse Conway Maneuver.
Shared Nothing By default avoid sharing and tight coupling, except for the big
things in common. Don’t create the next monolith.
Macro and Micro Architecture Clear separation. Autonomous micro services within the rules
and constraints of the macro architecture.
AWS First Favor AWS platform service over managed service, over self-
hosted OSS, over self-rolled solutions.
Data-Driven/ Metric-Driven Collect metrics from processes and applications. Analyze, alert
and act on them.
Eliminate Accidental Complexity Strive to keep it simple. Focus on essential complexity. You build
one, you delete one.
Autonomous Teams Make fast local decisions. Be responsible. Know your
boundaries. Share findings.
Infrastructure As Code Automate everything: Reproducible, traceable and tested.
Immutable servers over snowflake servers.
Collaboration Culture Engineers from all backgrounds work together in collaborative
teams as engineers and share responsibilities. No silos.
Be Bold Go into production early. Value monitoring over tests. Recover
and learn. Optimize for MTTR not MTBF.
Security, Compliance and Data Privacy Security must be included from the beginning and everybody’s
concern. Keep data-privacy in mind.
Another goal Work in progress...
Containment and Boundaries Align blast radius and vendor lock-in with the boundaries of the
organization or business capabilities.
C C
Principles
Organized around business capabilities
You build it, you run it
Be bold
Macro and micro architecture
Shared nothing
Shared infrastructure
Shared nothing
Availability over shared nothing
Convenience offerings
No side effects
Fast local decisions over committee
Respect family ties W W
How (not) to share
Use over re-use
Re-use only after hardening
Copy n’paste, OSS, library
Pull instead of push
EventPublisher24
W W
How many environments?
Which versions on staging?
Prod differs anyway: Load, data, patterns
V2 V3
V6 V5
V4
V7
V5
V8
Engineer CI Dev Staging
V1
V4
Prod
C C
Dev and prod is enough
Consumer driven contracts
Shadow traffic
Semantic monitoring
Smoke tests or canary releases
V2 V3
V6 V5
V4
V7
V5
V8
Engineer CI Dev Prod
C C
Event Sourcing and data pumps
One way data highway
Event Sourcing - store history of all changes
W W
SQS + S3
Kinesis + S3
Kinesis + DynamoDB
SQS + DynamoDB
Proxy + DynamoDB
DynamoDB
Evolution
W W
Frontend integration
Shared nothing
Autonomous teams
One domain
High optimisation
C C
Frontend integration
C C
PageSpeed Module
css (page+fragment)
js (page+fragment)
ngx_pagespeed
css (page)
js (page)
css (fragment)
js (fragment)
C C
How to build autonomous teams
Do not fall back into old behaviours
Beware of Mandelbrot teams
Pager duty so that you run it
Fix broken windows
Part-time ops not working
Not all T-shapes are the same
Wolf
W W
Infrastructure guild
Agree on things to do
Share learnings
Delegate implementation to teams
Empty backlog should be normal
Infrastructure product teams needed?
W W
[email protected] @cdeger
[email protected] @wolfwolf
Attributions
Blue sky, white-gray clouds by nature protector Natubico, www.vivism.info [CC BY-SA 3.0]
http://commons.wikimedia.org/wiki/File%3ABlue_sky%2C_white-gray_clouds.JPG
A Danish Perspective by NASA [Public domain] http://commons.wikimedia.org/wiki/File%3AA_Danish_Perspective.jpg
http://commons.wikimedia.org/wiki/File%3ANASAComputerRoom7090.NARA.jpg
GREG
EINRAD
Amazon16 by Neil Palmer/CIAT [CC BY-SA 2.0] https://www.flickr.com/photos/ciat/5641594952
BERGSTEIGER
Barber in Cameroon by James Emery from Douglasville, United States (Daddy Joe_1355) [CC BY 2.0]
http://commons.wikimedia.org/wiki/File%3ABarber_in_Cameroon.jpg
Wide objectives by Kivela (Own work) [Public domain]
href="http://commons.wikimedia.org/wiki/File%3AWide_objectives.jpg
Transformer Fire Barrier by GerryS1 (Own work) [CC BY-SA 3.0 or GFDL]
http://commons.wikimedia.org/wiki/File%3ATransformer_Fire_Barrier.jpg
Attributions (cont)
Alonso Renault Pitstop Chinese GP 2008 by Bert van Dijk (Pitstop F1 ING Renault) [CC BY-SA 2.0]
http://commons.wikimedia.org/wiki/File%3AAlonso_Renault_Pitstop_Chinese_GP_2008.jpg
Principle of Panchasheel by Prakash Adhikary (Own work) [CC BY 3.0]
http://commons.wikimedia.org/wiki/File%3APrinciple_of_Panchasheel.JPG
Traffic Jam by Doo Ho Kim [CC BY-SA 2.0] https://www.flickr.com/photos/titicat/3049591547
Pellets by The original uploader was Richard Mayer at German Wikipedia [GFDL or CC-BY-SA-3.0]
http://commons.wikimedia.org/wiki/File%3APellets.jpg
Pipes and Valves by Uwe Hermann [CC BY-SA 2.0] https://www.flickr.com/photos/73628542@N00/6272975359
Size variation in Coccinella undecimpunctata (2127991716) by Gilles San Martin from Namur, Belgium [CC BY-SA 2.0]
http://commons.wikimedia.org/wiki/File%3ASize_variation_in_Coccinella_undecimpunctata_(2127991716).jpg
Mille crêpe by Laitr Keiows (Own work) [CC BY-SA 3.0 or GFDL]
http://commons.wikimedia.org/wiki/File%3AMille_cr%C3%AApe.jpg
Country Energy power line replacement 01 by Bidgee (Own work) [CC BY-SA 3.0]
http://commons.wikimedia.org/wiki/File%3ACountry_Energy_power_line_replacement_01.jpg
Puzzling by Bernd Gessler (Own work) [CC BY-SA 3.0] https://commons.wikimedia.org/wiki/File%3APuzzling.JPG
Attributions (cont)
Sharing Sucks (4536747557) by eyeliam from Portland, United States [CC BY 2.0]
http://commons.wikimedia.org/wiki/File%3ASharing_Sucks_(4536747557).jpg
7Line 9184 (8263568241) by Metropolitan Transportation Authority of the State of New York (7Line_9184 Uploaded by
tm) [CC BY 2.0] http://commons.wikimedia.org/wiki/File%3A7Line_9184_(8263568241).jpg
England rugby team 1905 by Russell & Sons (The Graphic) [Public domain or Public domain]
http://commons.wikimedia.org/wiki/File%3AEngland_rugby_team_1905.jpg
Wandergeselle by Sigismund von Dobschütz [CC BY-SA 3.0]
http://commons.wikimedia.org/wiki/File%3AWandergeselle_02.JPG
Faber-Rechenschieber 5304 by User:Karl Gruber (Own work) [CC BY-SA 4.0]
http://commons.wikimedia.org/wiki/File%3AFaber-Rechenschieber_5304.JPG
Wheel clamps Texas by Richard Anderson from Denton, United States (Boots.) [CC BY-SA 2.0]
http://commons.wikimedia.org/wiki/File%3AWheel_clamps_Texas.jpg
GuadalupeNOLA15Oct07Thanks by Infrogmation of New Orleans (Photo by Infrogmation) [GFDL or CC BY-SA 3.0]
http://commons.wikimedia.org/wiki/File%3AGuadalupeNOLA15Oct07Thanks.jpg
AtariBasic by Calin99 (Own work) [GPL] http://commons.wikimedia.org/wiki/File%3AAtariBasic.png Spare wheel by Brian Snelson [CC BY 2.0] https://commons.wikimedia.org/wiki/File:Spare_wheel_-_Flickr_-_exfordy.jpg
Backup
Unified
Logs
C C
Two stacks
Cash stack meets shiny new stack
One company
Lights on in cash stack
Feature freeze
Where to build new features?
Ease of integration helps business people C C
From documents to events
Refactoring toward deeper insight
From CRUD to sync
Offline first
Writes are expensive
USD 20 over USD 500
C C
How many layers to estimate a price
Evolving architecture
R backend and Play application
Single Play application
Play backend and Play web server
Long feedback cycles
Frequency of change
W
W W
Watchlist evolution
DynamoDB as JSON document store
Scheduled user journey test
Capacity exceeded
Requests throttled
Latency spikes for real users
C
C C
Focus sliders
Product over platform
time
W W
IT
business
Focus sliders
Product over platform
Delivery over learning
time
W W
IT
business