Running Kafka on Kubernetes, across three clouds at Adobe (DoK Day EU 2022) // Adi Muraru

Running Kafka on Kubernetes, across three clouds at Adobe (DoK Day EU 2022) // Adi Muraru

https://go.dok.community/slack

https://dok.community/

From the DoK Day EU 2022 (https://youtu.be/Xi-h4XNd5tE)

Adobe runs dozens of Kafka clusters spread across both public (AWS and Azure) and private clouds to power the Adobe Experience Platform message bus.

In this talk, we share the experience of running Kafka as a stateful Kubernetes workload in a cloud-native environment using the open-source Koperator and the tools we built to automate the whole lifecycle.

While running a stateful service like Kafka on Kubernetes may be intimidating at the first glance, we share our thought process, the tools, and the results that can make this a reality in any organization. The Kubernetes Operator pattern helped us automate all the operational aspects for the lifecycle of the cluster; abstract away the cloud specifics allowing us to focus on Kafka; achieve increased resilience and elasticity; implement automated Kafka rebalancing using CruiseControl, and harness all the metrics to implement an observable environment. We also plan to demo how these all come together.

Join us as we share our team's learnings on:
- Considerations for running a stateful service in a multi-tenant Kubernetes cluster:
- Pod sizing in terms of memory and CPU
- Scheduling
- Persistent Volume Claims (PVC) tuning
- Resiliency topics
- How to handle regular Ethos upgrades and maintenance
- How to bring custom monitoring solutions
- Advanced network topics such as using dedicated VIPs

If you or your team ever wanted to learn how to run your own stateful service in Kubernetes and/or see what's possible, come join us!

Computer Science Ph.D. and Principal Scientist at Adobe having experience in complex, large scale distributed systems.

My focus currently is on designing and building the message streaming platform for Adobe Experience Platform using Apache Kafka. The endeavor is unique as it spans both Amazon AWS and Microsoft Azure clouds and handles billions of messages a day.

Episoder(243)

The Challenges of Data Processing On Kubernetes - A look at Spark, Flink, Dask, and Ray // Holden Karau (DoK Day North America 2022)

The Challenges of Data Processing On Kubernetes - A look at Spark, Flink, Dask, and Ray // Holden Karau (DoK Day North America 2022)

From the DoK Day North America 2022 (https://youtu.be/YWTa-DiVljY) ABSTRACT This talk will go through both the improvements that have been made in Kubernetes for batch analytic workloads as well as ...

31 Okt 202220min

Scaling our SaaS offering to thousands of clusters // Dax McDonald (DoK Day North America 2022)

Scaling our SaaS offering to thousands of clusters // Dax McDonald (DoK Day North America 2022)

From the DoK Day North America 2022 (https://youtu.be/YWTa-DiVljY) ABSTRACT Sourcegraph is a code intelligence platform that helps our customers to understand their code better. As we have scaled up...

29 Okt 202221min

Why we decided to migrate our Jaeger storage to ClickHouse on Kubernetes // Arul Jegadish Francis (DoK Day North America 2022)

Why we decided to migrate our Jaeger storage to ClickHouse on Kubernetes // Arul Jegadish Francis (DoK Day North America 2022)

From the DoK Day North America 2022 (https://youtu.be/YWTa-DiVljY) Abstract We at OpsVerse provide a DevOps tools platform with fully-managed open source-based tools. One of our key offerings is a ...

28 Okt 202213min

Building a Digital Factory for the Sheet Metal Industry // Elie Assi (From the DoK Day North America 2022)

Building a Digital Factory for the Sheet Metal Industry // Elie Assi (From the DoK Day North America 2022)

From the DoK Day North America 2022 (https://youtu.be/YWTa-DiVljY) Abstract We develop systems to digitize the sheet metal industry with the belief that they should cooperate with each other in an ...

27 Okt 202220min

How we built our Big Data Stack (almost) entirely on top of Kubernetes // Neylson Crepalde (From DoK Day NA 2022)

How we built our Big Data Stack (almost) entirely on top of Kubernetes // Neylson Crepalde (From DoK Day NA 2022)

From the DoK Day North America 2022 (https://youtu.be/YWTa-DiVljY) Abstract Working with Terabytes of data is a major challenge for organizations both in terms of architecture and cost. In recent ...

26 Okt 202216min

Dok Talks #153 - CRD Panel // Eyar Zilberman & Álvaro Hernández

Dok Talks #153 - CRD Panel // Eyar Zilberman & Álvaro Hernández

https://go.dok.community/slack https://dok.community We are going to speak about CRDs, and discuss considering them as higher level entities that we normally consider them. CRDs normally are kind of a...

14 Okt 202258min

Dok #152-Running PostgreSQL in Kubernetes:from day 0 to day 2 with CloudNativePG // Gabriele Bartolini

Dok #152-Running PostgreSQL in Kubernetes:from day 0 to day 2 with CloudNativePG // Gabriele Bartolini

https://go.dok.community/slack https://dok.community With: Gabriele Bartolini - Vice President/CTO of Cloud Native and Kubernetes, EDB Bart Farrell - Head of Community, Data on Kubernetes Community...

28 Sep 20221h 3min

Dok Talks #148 - Cost and Kubernetes // Chris Love

Dok Talks #148 - Cost and Kubernetes // Chris Love

https://go.dok.community/slack https://dok.community With: Chris Love - Managing Partner, LionKube Bart Farrell - Head of Community, Data on Kubernetes Community ABSTRACT OF THE TALK Using Kuberne...

27 Sep 202245min

Populært innen Teknologi

lydartikler-fra-aftenposten
romkapsel
tomprat-med-gunnar-tjomlid
nasjonal-sikkerhetsmyndighet-nsm
teknisk-sett
energi-og-klima
teknologi-og-mennesker
shifter
smart-forklart
elektropodden
rss-impressions-2
fornybaren
rss-ai-forklart
pedagogisk-intelligens
rss-alt-vi-kan
rss-polypod
rss-snakk-om-sikkerhet
rss-ki-praten
rss-alt-som-gar-pa-strom
rss-heis