KubeCon + CloudNativeCon North America 2024: Full Schedule

In-person
November 12-15
Learn More and Register to Attend

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 2024 to participate in the 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 Mountain Standard Time (UTC -7). 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 and session seating is available on a first-come, first-served basis.

arrow_back View All Dates

11:00am MST

From Silicon to Service: Ensuring Confidentiality in Serverless GPU Cloud Functions - Zvonko Kaiser, NVIDIA

Thursday November 14, 2024 11:00am - 11:35am MST

Salt Palace | Level 1 | 151 G

With the widespread adoption of cloud computing, concerns about data privacy and infrastructure security are increasing. This session will focus on confidential cloud functions, including serverless environments and GPU-accelerated workloads, to ensure the security of your code and data within the cloud infrastructure. We will explore technologies such as hardware-based Trusted Execution Environments (TEEs) and confidential computing. In addition, we will cover hardware and software attestation to guarantee integrity from the silicon level upwards, complete stack attestation for end-to-end trust, and supply chain security to trace and verify all application components. Participants will learn practical steps to implement confidential serverless functions, utilizing GPUs for high-performance computing while ensuring data integrity and privacy. Join us to discover how to innovate securely, build your own secure cloud functions infrastructure, and enhance your cloud security posture.

Speakers

Zvonko Kaiser

Principal Systems Software Engineer, NVIDIA

Zvonko is a Principal Systems Engineer at NVIDIA, working on the Cloud Native Technologies team. Focusing right now on all things related to confidential computing, especially in the context of accelerators.

From Silicon to Service Ensuring Confidentiality in Serverless GPU Cloud Functions (1) pdf

Thursday November 14, 2024 11:00am - 11:35am MST
Salt Palace | Level 1 | 151 G

Security

Content Experience Level Advanced

2:30pm MST

Running WebAssembly (Wasm) Workloads Side-by-Side with Container Workloads - Jiaxiao Zhou, Microsoft

Thursday November 14, 2024 2:30pm - 3:05pm MST

Salt Palace | Level 2 | 255 B

Sidecar containers are a powerful Kubernetes design pattern, running alongside the main application within the same pod to provide supporting features like observability, configuration and communication. However, sidecars can be resource-intensive, adding up to high CPU, memory and network bandwidth usage. WebAssembly (Wasm) offers a solution with its low resource usage and minimal memory footprint compared to Linux containers. Its quick start-up time enables scale-to-zero capability, making it a perfect fit for sidecar containers. The Containerd Runwasi project extends the sidecar pattern by enabling Kubernetes-native deployment and management of Wasm workloads.This talk will show how you can get started deploying Wasm sidecars to support your primary services with additional functionality. It will conclude with a demo of integrating these Wasm sidecars with your existing sidecar framework, whether that be Service Mesh or Dapr. Tune in to see Wasm sidecars on Kubernetes!

Speakers

Jiaxiao Zhou

Software Engineer, Microsoft

Jiaxiao (Joe) Zhou is a Software Engineer at Microsoft. He is on the Azure Container Upstream team and works on bringing WebAssembly to the cloud through projects like "runwasi", "SpiderLightning", and "containerd-wasm-shims". He is a Recognized Contributor to the Bytecode Alliance... Read More →

KubeCon 24 Running Wasm side by side with Containers (1) pdf

Thursday November 14, 2024 2:30pm - 3:05pm MST
Salt Palace | Level 2 | 255 B

Emerging + Advanced

Content Experience Level Advanced

2:30pm MST

Exceeded Your Validation Cost Budget? Now What? - Joel Speed, Red Hat

Thursday November 14, 2024 2:30pm - 3:05pm MST

Salt Palace | Level 1 | Grand Ballroom H

With the introduction of the common expression language (CEL) for writing complex validations, this is also brought in validation cost budgeting. It can be easy to violate this budget and difficult to work out how to reduce your validation cost. This talk with dive into the runtime cost budgeting and help to prevent those pesky errors! In this talk, we will cover the basics of CEL to set some groundwork before taking a look at some relatively simple CEL validations that cause the API server to reject your CRD definition. We will look at why the API server suggests that the runtime cost is over 100x the allowable cost budget, exploring how it came to that conclusion, and what you need to know when building your own APIs to be able to prevent that from happening. When you walk away from this talk, you should understand the various factors that contribute to your CEL runtime cost and be able to prevent errors in the future, improving CRD validation one field at a time!

Speakers

Joel Speed

Principal Software Engineer, Red Hat

Joel has been working with Kubernetes and building controllers since 2017. Joel cut his teeth with Kubernetes as an SRE, before eventually moving into full software development at Red Hat where he leads the Cluster Infrastructure team, responsible for both Cloud Controller Managers... Read More →

Exceeded Your Validation Cost Budget Now What pdf

Thursday November 14, 2024 2:30pm - 3:05pm MST
Salt Palace | Level 1 | Grand Ballroom H

Platform Engineering

Content Experience Level Advanced

3:25pm MST

Orchestrating Quasi-Real Time Data Processing in the Computing Farm of the ATLAS Experiment at CERN - Giuseppe Avolio, CERN

Thursday November 14, 2024 3:25pm - 4:00pm MST

Salt Palace | Level 1 | 155 B

What has Kubernetes got to do with a High Energy Physics experiment collecting one million physics events per second at a data rate of 5 TB/s? That is what we would like to show you! The ATLAS experiment at CERN filters one million complex collision signatures per second provided by the Large Hadron Collider in quasi real-time, using a mixture of custom electronics and a large computing farm (the Event Filter – EF – farm) consisting of up to 5000 commodity servers. In this talk, we will tell you how we are going to exploit Kubernetes to orchestrate the ATLAS EF computing farm. In particular, we will focus on the strategy and optimizations we put in place in order to start more than 25000 PODs over more than 2500 worker nodes in about 50 seconds. We will also show the impact of the Kubernetes Scheduler and Controller Manager QPS values on POD start and stop throughputs and we will report about how custom scheduler profiles allow us to schedule PODs at an average rate of about 500 Hz.

Speakers

Giuseppe Avolio

Dr., CERN

Giuseppe Avolio is a physicist working at CERN, with almost 20 years of experience in the field of Data Acquisition (DAQ) systems for High Energy Physics experiments. He is member of the ATLAS collaboration, and he is currently responsible for coordinating the ATLAS DAQ system upgrade... Read More →

K8s ATLAS pdf

Thursday November 14, 2024 3:25pm - 4:00pm MST
Salt Palace | Level 1 | 155 B

Operations + Performance

Content Experience Level Advanced

4:30pm MST

WASM + KWOK Wizardry: Writing and Testing Scheduler Plugins at Scale - Dejan Pejchev & Jonathan Giannuzzi, G-Research

Thursday November 14, 2024 4:30pm - 5:05pm MST

Salt Palace | Level 2 | 255 B

Zoom Link

In the world of Kubernetes, optimizing scheduler performance is key to maximizing cluster efficiency. This session dives into building custom Kubernetes scheduler plugins using WebAssembly and leveraging KWOK to test their performance. We'll begin by introducing the fundamentals of Kubernetes scheduling and the unique advantages of WebAssembly, such as fast startup times and secure sandboxing. We will show how the kube-scheduler-wasm-extension project can be used to create custom scheduling logic easily. Next, we'll explore KWOK (Kubernetes WithOut Kubelet), a tool that simulates Kubernetes clusters for testing and benchmarking purposes. Through hands-on examples, we'll demonstrate how to set up KWOK, create realistic test environments, and gather performance metrics to fine-tune your custom scheduler plugins.

Speakers

Jonathan Giannuzzi

Open Source Evangelist, G-Research

Dejan Zele Pejchev

Open Source Engineer, G-Research

Dejan is a seasoned Software Engineer with over 8 years of experience building and scaling distributed systems and an advocate of open source & Kubernetes-native solutions. Dejan is also a maintainer of Armada, the Kubernetes multi-cluster batch scheduling tool, Testkube, the Kubernetes-native... Read More →

KCNA24 WASM KWOK Wizardry pdf

Thursday November 14, 2024 4:30pm - 5:05pm MST
Salt Palace | Level 2 | 255 B

Emerging + Advanced

Content Experience Level Advanced

4:30pm MST

GÖDel Scheduler: A Unified Scheduler for Online and Offline Workloads - Bing Li, Yue Yin & Lintong Jiang, ByteDance

Thursday November 14, 2024 4:30pm - 5:05pm MST

Salt Palace | Level 1 | Grand Ballroom H

Gödel Scheduler, developed by ByteDance, has been open-sourced as a unified system for managing online and offline workloads efficiently. Created to surpass the capabilities of Kubernetes' default scheduler, it enhances resource utilization, operational efficiency, and scheduling throughput. Key features include optimistic concurrency, a two-layer scheduling abstraction, and a robust dispatcher and binder system. Gödel Scheduler aims to improve cloud-native experiences and reduce operational burdens, catering to ByteDance’s extensive and diverse computing needs. Join us to explore how Gödel Scheduler can revolutionize your workload management strategy, ensuring efficient and reliable operations across your cloud-native infrastructure.

Speakers

Yue Yin

Software Engineer, ByteDance

Yue is a software engineer at ByteDance focusing on compute orchestration & resource scheduling. Prior to joining ByteDance, Yue worked at VMware, where she contributed to the development of the Tanzu product. Outside of work, Yue enjoys spending time with her cats, listening to podcasts... Read More →

Lintong Jiang

ByteDance

Bing Li

Senior Software Engineer, ByteDance

Software Engineer at ByteDance CloudNative Infrastructure, building Gödel.

KCNA24 Godel Scheduler pdf

Thursday November 14, 2024 4:30pm - 5:05pm MST
Salt Palace | Level 1 | Grand Ballroom H

Platform Engineering

Content Experience Level Advanced

5:25pm MST

What if Kubernetes Was a Compiler Target? - David Morrison, Applied Computing Research Labs & Tim Goodwin, UC Santa Cruz

Thursday November 14, 2024 5:25pm - 6:00pm MST

Salt Palace | Level 2 | 255 B

Multi-tier programming is a classic concept from the programming languages community, which provides abstractions for building multiple layers of a distributed application at once. For example, there might be a “presentation” tier that displays a user interface, a “data” tier that interacts with a backing database, and a “business logic” tier that connects the two, all of which can be expressed succinctly as part of the same program and compiled into independently-deployable units. However, Kubernetes has pushed modern software development in the opposite direction: SOA applications are composed of hundreds of independent units of code, often written in different languages and development environments. In this talk we provide an overview of multi-tier programming and how it might apply to software development on Kubernetes. We also present a prototype “Kubernetes compiler” that can turn a monolithic codebase into a distributed application that runs on top of Kubernetes.

Speakers

David Morrison

Research Scientist, Applied Computing Research Labs

David Morrison is a research scientist at Applied Computing Research Labs, an open-source research and development lab exploring scheduling and optimization problems in distributed computing. Previously, David was a staff engineer at Airbnb and at Yelp. David received his PhD in Computer... Read More →

Tim Goodwin

PhD Student, UC Santa Cruz

I am a 3rd year PhD student in the LSD lab at UC Santa Cruz. I am broadly interested in distributed systems and the abstractions we use to build them. I focus on cloud-native programming models and the challenges they present to developers, and my current research is focused on Kubernetes... Read More →

What if Kubernetes was a compiler target pdf

Thursday November 14, 2024 5:25pm - 6:00pm MST
Salt Palace | Level 2 | 255 B

Emerging + Advanced

Content Experience Level Advanced

5:25pm MST

Pod Power: Liberating Kubernetes Users from Container Resource Micromanagement - Dixita Narang, Google & Peter Hunt, Red Hat

Thursday November 14, 2024 5:25pm - 6:00pm MST

Salt Palace | Level 1 | 155 B

In the dynamic world of Kubernetes, efficient resource management is crucial for optimizing performance and costs. Traditionally, managing resource requests and limits in Kubernetes has focused on individual containers within a pod. While this approach offers granular control, it can become cumbersome and error-prone, particularly for complex applications with multiple containers. Join us as we'll examine the challenges and scalability limitations posed by container resource micromanagement resource allocation. To address this issue, the pod-level feature specification is introduced. In this session, we'll delve into the transition towards pod-level resource specifications, providing an intuitive method for defining resource requests and limits at the pod level, in conjunction with the existing container-level settings. This innovative approach offers enhanced flexibility and optimized resource utilization for a variety of workloads, including those with init containers and sidecars.

Speakers

Dixita Narang

Software Engineer, Google

Dixita Narang is a Software Engineer at Google on the Kubernetes Node team. With a primary focus on resource management within Kubernetes, Dixita is deeply involved in the development and advancement of the Memory QoS feature, which is currently in the alpha stage. She is a new contributor... Read More →

Peter Hunt

Senior Software Engineer, Red Hat

Peter Hunt is a Senior Software Engineer working at Red Hat. Passionate about free software, Peter focuses on maintaining CRI-O, attending SIG node, and ~writing~ squashing bugs. Outside of the virtual world, Peter likes collecting floral-printed pants, gardening, and dancing.

Kubecon NA 2024 Pod Resources pdf

Thursday November 14, 2024 5:25pm - 6:00pm MST
Salt Palace | Level 1 | 155 B

Operations + Performance

Content Experience Level Advanced