Confluent Developer ft. Tim Berglund, Adi Polak & Viktor Gamov

Automated Cluster Operations in the Cloud ft. Rashmi Prabhu


Listen Later

If you’ve heard the term “clusters,” then you might know it refers to Confluent components and features that we run in all three major cloud providers today, including an event streaming platform based on Apache Kafka®, ksqlDB, Kafka Connect, the Kafka API, databalancers, and Kafka API services. Rashmi Prabhu, a software engineer on the Control Plane team at Confluent, has the opportunity to help govern the data plane that comprises all these clusters and enables API-driven operations on these clusters. 

But running operations on the cloud in a scaling organization can be time consuming, error prone, and tedious. This episode addresses manual upgrades and rolling restarts of Confluent Cloud clusters during releases, fixes, experiments, and the like, and more importantly, the progress that’s been made to switch from manual operations to an almost fully automated process. You’ll get a sneak peek into what upcoming plans to make cluster operations a fully automated process using the Cluster Upgrader, a new microservice in Java built with Vertx. This service runs as part of the control plane and exposes an API to the user to submit their workflows and target a set of clusters. It performs statement management on the workflow in the backend using Postgres.

So what’s next? Looking forward, there will be the selection phase will be improved to support policy-based deployment strategies that enable you to plan ahead and choose how you want to phase your deployments (e.g., first Azure followed by part of Amazon Web Services and then Google Cloud, or maybe Confluent internal clusters on all cloud providers followed by customer clusters on Google Cloud, Azure, and finally AWS)—the possibilities are endless! 

The process will become more flexible, more configurable, and more error tolerant so that you can take measured risks and experience a standardized way of operating Cloud. In addition, expanding operation automations to internal application deployments and other kinds of fleet management operations that fit the “Select/Apply/Monitor” paradigm are in the works.

EPISODE LINKS

  • Watch Project Metamorphosis videos 
  • Learn about elastic scaling with Apache Kafka
  • Nick Carr: The Many Ways Cloud Computing Will Disrupt IT 
  • Join the Confluent Community
  • Learn more with Kafka tutorials, resources, and guides at Confluent Developer
  • Live demo: Kafka streaming in 10 minutes on Confluent Cloud
  • Use 60PDCAST to get an additional $60 of free Confluent Cloud usage (details

SEASON 2
Hosted by Tim Berglund, Adi Polak and Viktor Gamov
Produced and Edited by Noelle Gallagher, Peter Furia and Nurie Mohamed
Music by Coastal Kites
Artwork by Phil Vo

  • 🎧 Subscribe to Confluent Developer wherever you listen to podcasts.
  • ▶️ Subscribe on YouTube, and hit the 🔔 to catch new episodes.
  • 👍 If you enjoyed this, please leave us a rating.
  • 🎧 Confluent also has a podcast for tech leaders: "Life Is But A Stream" hosted by our friend, Joseph Morais.
...more
View all episodesView all episodes
Download on the App Store

Confluent Developer ft. Tim Berglund, Adi Polak & Viktor GamovBy Confluent

  • 4.8
  • 4.8
  • 4.8
  • 4.8
  • 4.8

4.8

43 ratings


More shows like Confluent Developer ft. Tim Berglund, Adi Polak & Viktor Gamov

View all
Software Engineering Radio by se-radio@computer.org

Software Engineering Radio

271 Listeners

Hanselminutes with Scott Hanselman by Scott Hanselman

Hanselminutes with Scott Hanselman

383 Listeners

The Changelog: Software Development, Open Source by Changelog Media

The Changelog: Software Development, Open Source

289 Listeners

Software Engineering Daily by Software Engineering Daily

Software Engineering Daily

624 Listeners

Talk Python To Me by Michael Kennedy

Talk Python To Me

585 Listeners

Soft Skills Engineering by Jamison Dance and Dave Smith

Soft Skills Engineering

288 Listeners

Thoughtworks Technology Podcast by Thoughtworks

Thoughtworks Technology Podcast

43 Listeners

Python Bytes by Michael Kennedy and Brian Okken

Python Bytes

215 Listeners

Practical AI by Practical AI LLC

Practical AI

210 Listeners

AWS Podcast by Amazon Web Services

AWS Podcast

203 Listeners

The Real Python Podcast by Real Python

The Real Python Podcast

142 Listeners

Dwarkesh Podcast by Dwarkesh Patel

Dwarkesh Podcast

505 Listeners

Big Technology Podcast by Alex Kantrowitz

Big Technology Podcast

493 Listeners

The AI Daily Brief: Artificial Intelligence News and Analysis by Nathaniel Whittemore

The AI Daily Brief: Artificial Intelligence News and Analysis

607 Listeners

Life Is But A Stream by Confluent

Life Is But A Stream

6 Listeners