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Alexander Kukushkin
Álvaro Hernández
DoK Day North America 2021 @ KubeCon
“Postgres on Kubernetes
Applied at Scale in Zalando”
2
ABOUT
Alexander Kukushkin
Database Engineer @ZalandoTech
The Patroni guy
alexander.kukushkin@zalando.de
Twitter: @cyberdemn
3
ABOUT
Alvaro Hernandez
Founder & CEO, OnGres
20+ years Postgres user and DBA
Principal Architect of StackGres, ToroDB
AWS Data Hero
@ahachete
4
Zalando’s Scale
● 136 Kubernetes clusters (~50%/50% prod/test)
● > 2700 PostgreSQL clusters
○ > 1500 staging/testing
○ > 1200 production
● Resources (prod):
○ Data size: > 120 TB
■ Biggest cluster > 12 TB
○ Requests:
■ CPU: > 1200 cores (no quotas)
■ Memory: > 4.4 TB
5
Benefits
● No vendor lock
● Vanilla PostgreSQL
○ Community support
● Real superuser access
● Custom extensions
● Infrastructure-as-a-Code
● Close integration with applications and
the rest of infrastructure
○ IAM, observability
6
On the way to K8s
● IaaC + GitOps is the thing
● Stop being afraid of containers
○ systemd + cgroups
● Applications resilience
○ Failovers are expected
7
Challenges
● Cluster Updates
○ At least once a month
● Cgroups behavior
○ OOM
○ CPU quotas
● Workloads across databases are
different
○ Tuning?
○ Automatic tuning?
8
Challenges
● Infrastructure limits
○ AWS Limits
● Scale of problems
○ Little issue hitting all databases?
● Human behavior
○ YAML
○ Old-school (do everything by
hand)
○ Deleted K8s objects
DoK Day North America 2021 @ KubeCon
Thank you!

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Postgres on kubernetes applied at scale in zalando

  • 1. Alexander Kukushkin Álvaro Hernández DoK Day North America 2021 @ KubeCon “Postgres on Kubernetes Applied at Scale in Zalando”
  • 2. 2 ABOUT Alexander Kukushkin Database Engineer @ZalandoTech The Patroni guy alexander.kukushkin@zalando.de Twitter: @cyberdemn
  • 3. 3 ABOUT Alvaro Hernandez Founder & CEO, OnGres 20+ years Postgres user and DBA Principal Architect of StackGres, ToroDB AWS Data Hero @ahachete
  • 4. 4 Zalando’s Scale ● 136 Kubernetes clusters (~50%/50% prod/test) ● > 2700 PostgreSQL clusters ○ > 1500 staging/testing ○ > 1200 production ● Resources (prod): ○ Data size: > 120 TB ■ Biggest cluster > 12 TB ○ Requests: ■ CPU: > 1200 cores (no quotas) ■ Memory: > 4.4 TB
  • 5. 5 Benefits ● No vendor lock ● Vanilla PostgreSQL ○ Community support ● Real superuser access ● Custom extensions ● Infrastructure-as-a-Code ● Close integration with applications and the rest of infrastructure ○ IAM, observability
  • 6. 6 On the way to K8s ● IaaC + GitOps is the thing ● Stop being afraid of containers ○ systemd + cgroups ● Applications resilience ○ Failovers are expected
  • 7. 7 Challenges ● Cluster Updates ○ At least once a month ● Cgroups behavior ○ OOM ○ CPU quotas ● Workloads across databases are different ○ Tuning? ○ Automatic tuning?
  • 8. 8 Challenges ● Infrastructure limits ○ AWS Limits ● Scale of problems ○ Little issue hitting all databases? ● Human behavior ○ YAML ○ Old-school (do everything by hand) ○ Deleted K8s objects
  • 9. DoK Day North America 2021 @ KubeCon Thank you!