October 25, 2022 | Detroit, Michigan
View More DetailsRegistration Information

The Sched app allows you to build your schedule but is not a substitute for your event registration. You must be registered for KubeCon + CloudNativeCon North America 2022 - Detroit, MI + Virtual and add this Co-Located event to your registration to participate in these sessions. If you have not registered but would like to join us, please go to the event registration page to purchase a registration.

Please note: This schedule is automatically displayed in Eastern Daylight Time (EDT), UTC -4. To see the schedule in your preferred timezone, please select from the drop-down menu to the right, above "Filter by Date."

The schedule is subject to change.
Tuesday, October 25

7:30am EDT

Badge Pick-Up + Vaccine or Negative COVID-19 Test Verification
There are two locations at Huntington Place where you can go through Health + Safety to show proof of vaccination or negative COVID-19 test and pick up your badge:
  • Corner entrance on the cityside @ the corner of W Congress St. and Washington Blvd.
  • Riverside entrance @ Atwater St. (along the Riverwalk)

Tuesday October 25, 2022 7:30am - 6:00pm EDT
Huntington Place Detroit

7:30am EDT

7:30am EDT

7:30am EDT

On-site COVID-19 Test Kit Pick-Up
CNCF will provide free eMed testing kits on-site from Sunday, October 23 – Friday, October 28 for those that need to provide a negative COVID-19 test prior to entering the event. There will not be space to take the test where you pick it up, so please plan to test in an alternate location (i.e, your hotel room) with reliable internet. You must test within 1-day of picking up your KubeCon + CloudNativeCon North America name badge. 

In addition, antigen COVID-19 tests will be available for any attendee that would like to test throughout the week.

eMed Test Kit Pickup Location
  • Fort Pontchartrain Wyndham Hotel | Lobby Level, Pontchartrain Room, located directly across the street from Huntington Place.
  • Tests will not be available at Huntington Place Convention Center
eMed Test Kit 
  • The eMed test kit includes (1) BinaxNow COVID-19 antigen test 
  • The test is administered by a virtual proctor via the eMed app
Prepare for Your Test in Advance
1. Create an eMed Account or Use an Existing eMed Account https://core.emed.com/procedure/begin?client_id=dsA1oAynCVLjz7o2S239g&scope=emed-binaxnow
*Save time on-site and complete this step ahead of time.
2. Give yourself plenty of time to pick up and take the test. From start to finish, the testing process takes 20-30 minutes.
3. A step by step process to take the virtually proctored eMed test will be provided when you pick up your test on-site. 
4. Once you’ve taken the test you will receive digital results (shared via email and in the eMed app) to share upon entry to KubeCon + CloudNativeCon North America. 
5. The following data will be shared with the Linux Foundation: date of birth, name, email address, testing result. Your information will be kept confidential. If you do not want to share this data with the Linux Foundation, please unselect this box in the eMed app.

Tuesday October 25, 2022 7:30am - 6:00pm EDT
Fort Pontchartrain Hotel | Lobby Level, Pontchertrain Room

9:00am EDT

Welcome + Opening Remarks - Richard Hartmann, Director of Community, Grafana Labs
avatar for Richard Hartmann

Richard Hartmann

Director of Community, Grafana Labs
Richard "RichiH" Hartmann is the Director of Community at Grafana Labs, Prometheus team member, OpenMetrics founder, OpenTelemetry member, CNCF Technical Advisory Group Observability chair, CNCF Technical Oversight Committee member, CNCF Governing Board member, and more. He also leads... Read More →

Tuesday October 25, 2022 9:00am - 9:10am EDT
Ambassador Ballroom (Room 360)
  Opening/Closing Remarks

9:15am EDT

Keynote: Reality Check: Is it Time to Raise Your Metrics Game? - Martin Mao, Co-founder and CEO, Chronosphere & Yash Kumaraswamy, Senior Staff Engineer, Robinhood
How do you know when you have a world class metrics function? While we obsess about the metrics of our infrastructure and apps, how often do we take the time to inspect our own function? When was the last time you benchmarked your spend, people impact, and time it takes to remediate issues? This session will cover the KPIs you need to consider when benchmarking your own metrics function - and crucially, how to demonstrate the business value that you and your team provide to the business. Join both Martin Mao, Chronosphere co-founder and CEO and former observability engineering leader at Uber, and Yash Kumaraswamy, Senior Staff Engineer at Robinhood and observability tech lead to hear about their major takeaways from their past experience and lessons learned.

avatar for Martin Mao

Martin Mao

CEO, Chronosphere, Inc
Martin Mao is the co-founder and CEO of Chronosphere. He was previously at Uber, where he led the development and SRE teams that created and operated the open source metrics platform M3. Prior to that, he was a technical lead on the EC2 team at AWS and has also worked for Microsoft... Read More →
avatar for Yash Kumaraswamy

Yash Kumaraswamy

Senior Staff Engineer, Robinhood

Tuesday October 25, 2022 9:15am - 9:20am EDT
Ambassador Ballroom (Room 360)
  Keynote Sessions

9:25am EDT

Keynote: A 10 Step Guide for Integrating Security Metrics Into Your Observability Stack - Anais Urlichs, Developer Advocate, Aqua Security
The Prometheus ecosystem makes it possible to integrate all your metrics and their management in one tool. This provides several benefits such as correlating metrics from different services, which in turn enhances decision making and acting upon changes of your application. The health of our application is highly dependent on its security. Thus, integrating your security tooling with your observability stack will not only make it possible to utilise existing processes but also make your application stack more robust. 

In this lightning talk, Anais will walk you through a 10 step guide for integrating Trivy metrics with Prometheus and its benefits. Trivy is an open source security scanner, and will be used as an example. However, alternative tools such as Kubescape will be mentioned.

avatar for Anais Urlichs

Anais Urlichs

Developer Advocate, Aqua Security
Anaïs is a Developer Advocate at Aqua Security, where she contributes to Aqua’s cloud native open source projects. When she is not advocating DevOps best practices, she runs her own YouTube Channel centered around cloud native technologies. Before joining Aqua, Anais worked as... Read More →

Tuesday October 25, 2022 9:25am - 9:40am EDT
Ambassador Ballroom (Room 360)
  Keynote Sessions

9:45am EDT

Film Premiere - Inside Prometheus: An Open Source System That Changed Technology
Witness the journey from inception to adoption of the technical triumphs that changed an entire industry’s approach to monitoring systems as we know it today. This dynamic documentary film takes viewers into the world of Prometheus and provides unique access to how it became a game-changing open source technology celebrated by hundreds of thousands of developers and companies across the globe. In the film are some of the most prominent pioneers, executives and engineers from the Prometheus community to provide a comprehensive and thought-provoking view into the origins and meteoric rise of one of the highest-velocity open source projects in the world.

Tuesday October 25, 2022 9:45am - 10:15am EDT
Ambassador Ballroom (Room 360)

10:15am EDT

☕Coffee Break + Networking
Tuesday October 25, 2022 10:15am - 10:30am EDT
3rd Floor Foyer

10:30am EDT

Boost Your Logs with Prometheus! From Logs to Metrics - Jaime Yera Hidalgo, Sysdig
Sometimes, finding useful metrics from applications is not easy. Prometheus is the Cloud Native standard for monitoring, but some applications still have more info in their logs than what they provide as metrics. Logs have always been used to track application problems and warnings, but with observability technologies like Prometheus and all those metrics, it could be tough to open that logs and gather that information. Using open source projects, such as Fluentd, mtail, Grok exporter, and others, we can generate new information as Prometheus metrics from these logs. This useful information can be combined with actual Prometheus metrics collected by exporters or directly from the application itself. This way, we have Prometheus as a complementary tool to the logs for troubleshooting problems and alerting on issues. In this talk, Jaime will explain how to create Prometheus metrics from another pillar of observability: log files. The audience of this talk will learn: - Scrap useful information from logs - Turn information from logs into Prometheus metrics - Combine scrapping tools with monitoring applications

avatar for Jaime Yera Hidalgo

Jaime Yera Hidalgo

Integrations Engineer, Sysdig
Jaime Yera is an Integrations Engineer at Sysdig and maintainer of the opensource project promcat.io. He has been growing in the computer science world since 2015. Before joining Sysdig he was working as a DevOps Engineer for a consulting company in LowCode/NoCode Application with... Read More →

Tuesday October 25, 2022 10:30am - 11:00am EDT
Ambassador Ballroom (Room 360)

11:05am EDT

Achieving Zero-Instrumentation Monitoring with eBPF - Kemal Akkoyun, Polar Signals
Metrics are powerful tools that exist in the cloud-native ecosystem using Prometheus. However, using facilities to enable monitoring requires instrumenting the code. Everyone wants observability, but nobody wants to go the extra mile to instrument their clusters or applications. This is where eBPF comes in. eBPF, a promising technology for observability tooling, is not news. To observe the infrastructure and applications, eBPF-based system-wide agents can help us to capture events without requiring recompilation or redeployment of applications. In this talk, attendees will discover alternative ways to collect metrics from applications and infrastructure using system-wide eBPF agents. The presenters will demonstrate what level of observability could be accomplished without instrumentation.

avatar for Kemal Akkoyun

Kemal Akkoyun

Software Engineer, Polar Signals
Kemal Akkoyun is a Senior Software Engineer at Polar Signals. He is one of the maintainers of Thanos and Prometheus. He is heavily invested in observability, profiling, and performance engineering. Kemal is interested in tools like Go, eBPF, Kubernetes, Prometheus, and Rust. He likes... Read More →

Tuesday October 25, 2022 11:05am - 11:35am EDT
Ambassador Ballroom (Room 360)

11:40am EDT

Automate Your SLO Validation with Prometheus & Flagger - Sanskar Jaiswal & Kingdon Patrick Barrett, Weaveworks
Flagger is a progressive delivery tool that automates the release process for applications running on Kubernetes, by gradually shifting traffic to the new version while validating metrics and running conformance tests. Prometheus is a great monitoring and observability tool. Another way to look at it, is that it’s an easy way of validating Service Level Objectives(SLOs) and Key Performance Indicators(KPIs). Flagger leverages this feature of Prometheus by ensuring that the new version of their application behaves as desired, letting developers be confident about their code, before exposing it to users. In this talk, we will discuss about how Flagger utilizes Prometheus to automate canary deployments using progressive delivery. Furthermore, we will see how Flagger integrates with KEDA ScaledObjects which lets you scale your workloads during a canary analysis using a Prometheus scaler to simulate real world conditions.

avatar for Kingdon Barrett

Kingdon Barrett

Open Source Support Engineer, Weaveworks
Kingdon Barrett is a Flux maintainer and an Open Source Support Engineer on the Developer Experience team at Weaveworks. He is a long-time Helm enthusiast and Ruby/Go developer and works on the legendary cloud-native PaaS for Kubernetes, Hephy Workflow, in his fun time.
avatar for Sanskar Jaiswal

Sanskar Jaiswal

Associate Software Engineer, Weaveworks
Sanskar is a Flux & Flagger maintainer and passionate about open source software, contributing to Kuberentes, Linkerd, etc. He finished his engineering undergrad in Electronics and Communications a couple of months ago, and has been working as a Software Engineer at Weaveworks since... Read More →

Tuesday October 25, 2022 11:40am - 12:10pm EDT
Ambassador Ballroom (Room 360)

12:15pm EDT

Building a Runbook Automation System for Prometheus and Kubernetes - Natan Yellin, Robusta.dev
Natan will describe Robusta.dev, an open source runbook automation platform that was built for Kubernetes and Prometheus. You will learn about the motivation and challenges of building a production-ready runbook automation system. The talk will also include hands-on demos and examples. By the end of this talk, you will be comfortable writing YAML that automates away your job. You will be able to sleep at night and let your Prometheus alerts investigate themselves and tell you in Slack what the problems are.


Natan Yellin

Co-founder, Robusta.dev
Natan Yellin is an avid home gardener and amateur chef. He can usually be found with a plate of homegrown tomatoes and a terminal full of kubectls. He is an acceptable programmer who recently tried learning rust but couldn't get any of it to compile. For now he is sticking with Python... Read More →

Tuesday October 25, 2022 12:15pm - 12:45pm EDT
Ambassador Ballroom (Room 360)

12:45pm EDT

🍲 Lunch + Networking
Tuesday October 25, 2022 12:45pm - 1:45pm EDT
Hall E

1:45pm EDT

Keda with Prometheus: Scaling Your Kubernetes Application with Custom Metrics - David Lorite Solanas & Jesus Angel Samitier, Sysdig
When you're working with a complex application, for example an e-commerce and one day, let’s say the Black Friday, you get 1000% request more than on a normal day, your application stops working, and you lose a lot of money. It Is At that moment when you start thinking that it would have been nice to have an autoscaler in the first place, but you were always afraid to use one. Native Kubernetes HPA can scale your application with some system metrics (cpu, memory). ​​However, you cannot use custom metrics from your application. For example, if your application is exposing saturation metrics, such us the number of connections, latency or buffer length, it would be amazing to use them to trigger the autoscaler. In this talk, Jesus and David will show how Keda uses your custom metrics to scale your application, even with a secure Prometheus remote endpoint.

avatar for Jesus Angel Samitier

Jesus Angel Samitier

Integrations Engineer, Sysdig
Jesus Angel Samitier is a Computer Science Engineer with a strong background in software engineering. He works as an integrations engineer at Sysdig, where he tries out new technologies, develops integrations with different products and applications, and documents them in articles... Read More →

Tuesday October 25, 2022 1:45pm - 2:15pm EDT
Ambassador Ballroom (Room 360)

2:20pm EDT

Centralized vs Decentralized Prometheus Scraping Architecture with DoorDash - Rabun Kosar, Doordash & Ales Koprivnikar, Chronosphere
There are two primary approaches to scrape and collect metrics using Prometheus - using a centralized set of dedicated scrapers or decentralized scrapers that run as an agent. With centralized scraping, Prometheus is deployed as a central scraper to pull metrics from all discoverable endpoints and sometimes can be split across multiple centralized instances using a few different approaches. However, with a decentralized approach, Prometheus runs as an agent and in Kubernetes is deployed as a DaemonSet on each node in a cluster and only collects metrics from the node it runs on. Each model has pros and cons - especially when operating at large scale - which can make it difficult when deciding which model to use. In this session, Rabun and Ales will provide an overview of Prometheus metrics collection at DoorDash, where having highly reliable resources, easy endpoint discovery, and real-time insights is critical. They will share insights and best practices into DoorDash’s decision to implement a decentralized model by offering pros and cons of each approach. Leave with a better understanding of the “right” model for your use case(s).

avatar for Ales Koprivnikar

Ales Koprivnikar

Senior Solutions Engineer, Chronosphere

Rabun Kosar

Infrastructure Software Engineer, Doordash
Rabun is an Infrastructure Software Engineer at Doordash where he works on all things observability. Prior to Doordash, he was an SRE for marketplace dynamics at Uber.

Tuesday October 25, 2022 2:20pm - 2:50pm EDT
Ambassador Ballroom (Room 360)

2:55pm EDT

Prometheus in the MLOps Lifecycle - Rishit Dagli, Narayana Junior College; Incoming University of Toronto & Shivay Lamba, Meilisearch
MLOps is widely talked about and used to make the practice of deploying, managing, and monitoring ML models in production easier. Monitoring ML training or evaluation jobs is obviously very important however it is more important to monitor once an ML model is deployed. This talk first starts by giving a gentle introduction about how ML deployments should be monitored, briefly talking about edge cases in production, data drift, concept drift, model metrics as well as the standard system and resource metrics. We give the audience an overview of observability and monitoring in the context of MLOps. This monitoring could also provide valuable results in terms of whether a model should be retrained, if more data should be collected, if different kinds of data should be collected, and more. We show how one can handle the very important task of monitoring and performing the aforementioned tasks in the context of MLOps with Prometheus. We also show how one could take their existing deployments and add the power of easy and useful monitoring with Prometheus. Finally, we also show demos about how one could use Prometheus paired with their Flyte or Seldon Core, or FastAPI ML deployments.

avatar for Rishit Dagli

Rishit Dagli

CS Undergrad, University of Toronto
Rishit Dagli is a CS Freshman at The University of Toronto. He loves working with Machine Learning, especially Computer Vision and Kubernetes. He is an active contributor to multiple open-source projects like TensorFlow, KubeFlow, and Kubernetes. He also loves building open-source... Read More →
avatar for Shivay Lamba

Shivay Lamba

Developer Advocate
Shivay Lamba is a software developer specializing in DevOps, Machine Learning and Full Stack Development. He is an Open Source Enthusiast and has been part of various programs like Google Code In and Google Summer of Code as a Mentor and has also been a MLH Fellow. He is actively... Read More →

Tuesday October 25, 2022 2:55pm - 3:25pm EDT
Ambassador Ballroom (Room 360)

3:25pm EDT

☕Coffee Break + Networking
Tuesday October 25, 2022 3:25pm - 3:40pm EDT
3rd Floor Foyer

3:40pm EDT

How Not to Scale Your Prometheus in Production? - Kush Trivedi & Nikola Collins, DevRev
DevRev, The World’s First Developer CRM, has seen a 10X increase in the number of microservices during the past year. DevRev, since its inception, has adapted the cloud-native way of running its microservices; with recent migration to the service mesh architecture, DevRev has a strong appreciation for the cloud-native community. After migrating to service mesh and onboarding the customers to the public beta offering, we had seen a massive increase in the metrics ingestion, our observability costs, and new dashboards on top of the custom metrics. It was a matter of a few weeks when we realized that we needed more flexibility, customization, and control of our observability setup. This talk will guide you through the journey of our learnings while adapting and scaling the Prometheus, our learnings on various sort of Prometheus management strategies we went through, and how we efficiently controlled our costs without compromising the flexibility service-owners needed to manage and visualize their custom metrics.


Kush Trivedi

Member of Technical Staff, DevRev
Kush Trivedi is working with DevRev leading the Service-Mesh product part and contributing and developing in-house CD tools. Before DevRev, he was working with Gojek on strengthening their payment platform Gopay. In the past, he had interned twice with CNCF, first as a GSoC developer... Read More →
avatar for Nik Collins

Nik Collins

Member of Technical Staff, DevRev
Nik Collins is a member of the Infrastructure team at DevRev, primarily focused on enhancing developer experience by providing dynamic, ephemeral, per-developer workspace environments in Kubernetes.

Tuesday October 25, 2022 3:40pm - 4:10pm EDT
Ambassador Ballroom (Room 360)

4:15pm EDT

⚡Lightning Talk: How Not to Use Prometheus? - Shivangi Motwani, Zeta Suite
Today Prometheus is one of the standard tools used for monitoring and alerting. Like any other tool/library we use, there tend to be common mistakes we make as beginners. This presentation aims to highlight the flaws made and overlooked while using Prometheus. Few of them being, Are all your metrics coming up in Prometheus on time? Are you using the rate/increase function correctly? How do you get metric value as instant/time series when using PromQL? Why alerts are not getting triggered? Why is the latency of your query high? Is the choice of your labels correct? Let's make your journey of using Prometheus as your Monitoring buddy easier. Along with that presentation seeks to provide a crisp and handy checklist you can use while making your dashboards and creating alerts. This checklist would also help review the Prometheus queries for your colleagues, making the review process faster and your dashboards and alerts bug-free, functionally correct, and uniformly interpreted (at least from the Prometheus point of view).

avatar for Shivangi Motwani

Shivangi Motwani

Software Developer, Zeta
I work as a software developer for bread and butter, focusing on backend development. I am interested in Observability and Visualisation projects for work and hobbies. In the past, I have worked as a Research Fellow in Scientific Visualisation. I am also a bike rider, and love biking... Read More →

Tuesday October 25, 2022 4:15pm - 4:20pm EDT
Ambassador Ballroom (Room 360)

4:25pm EDT

⚡Lightning Talk: Real Time Prediction for Autoscaling with Prometheus Metrics - Ravi Hari, Intuit
Prometheus is a defacto standard for monitoring in kubernetes. Prometheus metrics are consumed by multiple addons in Kubernetes for monitoring, alerting, autoscaling etc., This talk will walkthrough how the prometheus metrics can be used for real time prediction so the application pods can be scaled horizontally or vertically. Getting the right sizing of pods is an important task especially when running kubernetes in cloud environments so we can optimise the cost. This talk will walk through the framework used for predicting the right sizing of the pods based on prometheus metric and how we can leverage a custom pod-autoscaler to scale the pods dynamically.

avatar for Ravi Hari

Ravi Hari

Principal Software Engineer, Intuit
Ravi Hari is a Principal Software Engineer at Intuit. He works on Infrastructure and Observability for Kubernetes at Intuit. He is a maintainer of ArgoProj.

Tuesday October 25, 2022 4:25pm - 4:30pm EDT
Ambassador Ballroom (Room 360)
  Lightning Talks

4:35pm EDT

⚡Lightning Talk: Leveraging Prometheus Monitoring to Maximize Business Metrics with Iter8 - Alan Cha, IBM
Prometheus has grown to become one of the most popular tools for collecting and aggregating metrics for Kubernetes applications. These days, you’ll be hardpressed to find a Kubernetes application that is not using Prometheus. In this talk, we will present Iter8 (https://iter8.tools), an open source tool that takes advantage of Prometheus’ ubiquity in order to perform SLO validation and A/B tests for your Kubernetes apps and ML models. Iter8 conducts metrics-driven experiments to ensure that your apps and models are performant and maximize business value. During an experiment, Iter8 will query a metrics source, such as Prometheus, and use those metrics to determine which versions of your apps and ML models work the best. Best of all, you can set up these experiments in a simple and declarative way. We also want to show some of Iter8’s latest features, such as autoX, custom metrics, and multi-loop experiments, which allow Iter8 to automatically detect new versions and launch experiments, use metrics from any database or Kubernetes resource, and conduct experiments over a period of time, respectively.

avatar for Alan Cha

Alan Cha

Software Engineer, IBM
Alan Cha is a software engineer at IBM Research. His current focus is building Iter8 (https://iter8.tools), an open source Kubernetes release optimizer. Outside of performance testing, Alan is also interested in GraphQL research.

Tuesday October 25, 2022 4:35pm - 4:40pm EDT
Ambassador Ballroom (Room 360)

4:45pm EDT

⚡Lightning Talk: Prometheus Certified Associate (PCA): Key Learnings - Al-Hussein Hameed Jasim, Tetra Pak
It is no news that observability has become crucial for visibility into application metrics, performance, and insights. The CNCF has recently announced a pre-professional certification, Prometheus Certified Associate (PCA) designed for candidates interested in advancing to the professional level to work with monitoring through a demonstrated understanding of observability conceptual knowledge. In this talk, Al-Hussein aims to take a heuristic approach to cover various concepts by leveraging, among other things, curated resources from the official thought out documentation, and shares his experience and learnings from preparing and taking the aforementioned certification exam.

avatar for Al-Hussein Hameed Jasim

Al-Hussein Hameed Jasim

DevOps Engineer, Tetra Pak
Al-Hussein is a DevOps engineer who loves all things cloud native. Al-Hussein holds three M.Sc. degrees in Computer Science and Engineering, majoring in Pervasive Computing and Communications for Sustainable Development from the University of Lorraine, Lappeenranta University of Technology... Read More →

Tuesday October 25, 2022 4:45pm - 4:50pm EDT
Ambassador Ballroom (Room 360)

4:55pm EDT

Closing Remarks - Richard Hartmann, Director of Community, Grafana Labs
avatar for Richard Hartmann

Richard Hartmann

Director of Community, Grafana Labs
Richard "RichiH" Hartmann is the Director of Community at Grafana Labs, Prometheus team member, OpenMetrics founder, OpenTelemetry member, CNCF Technical Advisory Group Observability chair, CNCF Technical Oversight Committee member, CNCF Governing Board member, and more. He also leads... Read More →

Tuesday October 25, 2022 4:55pm - 5:00pm EDT
Ambassador Ballroom (Room 360)
  Opening/Closing Remarks

5:00pm EDT

CNCF-Hosted Networking Reception
Join us onsite for drinks and appetizers with fellow co-located attendees from Tuesday's CNCF-hosted Co-located Events.

Network with attendees from:
Cloud Native Security Conference Europe hosted by CNCF
EnvoyCon North America hosted by CNCF
GitOpsCon North America hosted by CNCF
Kubernetes AI Day North America hosted by CNCF
Kubernetes on Edge Day North America hosted by CNCF
Prometheus Day North America hosted by CNCF
ServiceMeshCon North America hosted by CNCF
SigstoreCon North America hosted by CNCF

Tuesday October 25, 2022 5:00pm - 6:30pm EDT
Huntington Place Square, Level 2 (outside)
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