KubeCon + CloudNativeCon India 2024: Full Schedule

In-person
11-12 December
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Please note: This schedule is automatically displayed in India Standard Time (UTC+5:30). 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.

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11:30am IST

⚡ Lightning Talk: Safer Cluster Upgrades with Mixed Version Proxy - Richa Banker, Google

Thursday December 12, 2024 11:30am - 11:35am IST

Auditorium

Upgrading Kubernetes clusters often presents numerous challenges, including potential downtime, compatibility issues, and the complexity of managing multiple versions. The Mixed Version Proxy feature introduced in Kubernetes 1.28 aims to mitigate these challenges. This talk will delve into the technical intricacies of the Mixed Version Proxy, exploring its design and implementation. We will then highlight the substantial benefits it offers for cluster upgrades, such as minimizing downtime and enhancing overall reliability. Attendees will gain practical knowledge through (possibly a demonstration) on enabling and utilizing the Mixed Version Proxy. Finally, we will provide insights into the future roadmap for this feature, including upcoming beta releases and enhancements.

Speakers

Richa Banker

Software Engineer, Google

Currently a software engineer at Google. Exploring and contributing to OSS Kubernetes on the side.

Thursday December 12, 2024 11:30am - 11:35am IST
Auditorium

⚡ Lightning Talks, Operations + Performance

Content Experience Level Intermediate

11:30am IST

Modernizing Network Automation: Embracing Cloud-Native Excellence for Scalable Automation Platforms - Diana Appanna & Srivatsa Srinivasa, Nokia

Thursday December 12, 2024 11:30am - 12:05pm IST

Convention Centre | Basement Level | Room B101A

Traditionally, Network Management System (NMS) are very important and complex systems designed to help network operators from large service providers to small enterprises handling new service deployment, device lifecycle management, and fault management. However, their monolithic architecture combined all functions into one system, causing scalability issues and inefficiencies. The siloed design also impeded network management by isolating functions and restricting real-time monitoring. To address these constraints, we transitioned to a cloud-native architecture. We leveraged a comprehensive suite of open-source and CNCF technologies, including service mesh (Istio), container orchestration (Kubernetes), observability stack (Prometheus, Grafana, OpenSearch, Fluent Bit), and ingress gateway solutions (MetalLB, NGINX). This transformation resolved legacy issues while future-proofing our customers' networks, ensuring they stay agile, efficient, and prepared for future challenges.

Speakers

Diana Appanna

Senior Technical Specialist, Nokia

Passionate Software Designer with over a decade of experience in developing and optimizing network management systems adept at implementing FCAPS (Fault, Configuration, Accounting, Performance, and Security) principles and cloud-native design

Srivatsa Srinivasa

Mr, Nokia

With over 15 years of experience in the networking industry, Srivatsa is a seasoned expert known for deep understanding of cloud native architecture and its transformative impact on modern technology landscapes. Throughout his career, Srivatsa has been at the forefront of pioneering... Read More →

Thursday December 12, 2024 11:30am - 12:05pm IST
Convention Centre | Basement Level | Room B101A

Cloud Native Experience

Content Experience Level Intermediate

11:30am IST

A Debugging Journey from Coredns to Coreutils - Akhil Mohan & Humble Devassy Chirammal, VMware by Broadcom

Thursday December 12, 2024 11:30am - 12:05pm IST

Convention Centre | Level 2 | Room 201

It all started when CoreDNS pods entered a crash loop backoff state soon after the cluster was deployed. The only change was an unprivileged execution desired in the latest coreDNS image. The issue occurred only in worker nodes, not in control plane nodes, and refreshing the image by deleting and pulling it again resolved the issue. It happened in one OS distribution flavor but not in another. We investigated Docker build, setcap, and libc, and found that the required capability was missing in nodes during the issue. The stack was complex, involving FIPS/CGO, build system, runtime configuration, and binary packaging in OVA. Debugging included CoreDNS binary, containerd, runc, SELinux, AppArmor, Photon OS, and the kernel... lots of learning which could be useful for many developers/admins or cluster operators to debug unprivileged pod execution. Finally, we discovered something interesting in the bootstrapping scripts. Let's debug.

Speakers

Akhil Mohan

Software Engineer, VMware by Broadcom

Akhil works as a Software Engineer at VMware by Broadcom. An active contributor to projects in cloud native and container ecosystem. Akhil is a maintainer of containerd, and the kubernetes publishing-bot sub project. He works mostly on container runtimes and kubernetes sig-node a... Read More →

Humble Devassy Chirammal

R&D Engineer, VMware by Broadcom

Humble is the Tech Lead for Kubernetes Distribution Engineering at VMware by Broadcom. He has more than 19 years of experience that includes extensive work in Openshift engineering, KVM Virtualisation..etc. He has led SDS based products while working at Red Hat. He is one of the... Read More →

Thursday December 12, 2024 11:30am - 12:05pm IST
Convention Centre | Level 2 | Room 201

Operations + Performance

Content Experience Level Intermediate

11:45am IST

⚡ Lightning Talk: From Creation to Termination: Your Pod's Digital Footprint - Subha Seenivasan, Google

Thursday December 12, 2024 11:45am - 11:50am IST

Auditorium

Kubernetes relies on Kubelet and Containerd to manage the lifecycle of pods. These components provide a wealth of log data, but the sheer volume and complexity can be overwhelming, particularly for those new to the Kubernetes ecosystem. This talk aims to dissect a pod's journey from birth to termination, pinpointing key events like volume mounts, health checks, and the dreaded teardown. Listeners will learn to filter, search, and interpret logs like a pro, turning raw data into actionable insights. Whether you're troubleshooting a misbehaving pod or simply curious about its inner workings, this talk aims to equip the listeners with the skills to navigate the Kubernetes log labyrinth with confidence.

Speakers

Subha Seenivasan

Technical Solutions Specialist, GKE, Google

Tech enthusiast, 5+ years in container orchestration (Docker, Kubernetes). Currently at Google, specializing in GKE & GDC for VMware/Bare metal on the Technical Solutions Engineering team.

Thursday December 12, 2024 11:45am - 11:50am IST
Auditorium

⚡ Lightning Talks, Operations + Performance

Content Experience Level Intermediate

11:50am IST

⚡ Lightning Talk: Enhancing Hyperparameter Optimization with Advanced Parameter Distributions - Shashank Mittal, Kubeflow

Thursday December 12, 2024 11:50am - 11:55am IST

Auditorium

In this session, Shashank Mittal, a Google Summer of Code (GSoC) 2024 contributor for Kubeflow, will discuss his work on enhancing the Katib component's Experiment APIs to support a wide range of parameter distributions for hyperparameter optimization. Katib is an integral part of the Kubeflow ecosystem that enables scalable and efficient hyperparameter tuning in machine learning workflows. The session will focus on the technical challenges and solutions involved in adding support for distributions such as uniform, log-uniform, normal, and lognormal, among others. Attendees will gain insights into the process of integrating these distributions into Katib's APIs and suggestion services like Optuna and Hyperopt. This talk is designed for developers and data scientists interested in MLOps and cloud-native machine learning infrastructure, highlighting the importance of advanced hyperparameter optimization techniques in improving model performance.

Speakers

Shashank Mittal

Shashank Mittal, Kubeflow

Shashank Mittal is a B.Tech student at IIT BHU and a 2024 Google Summer of Code contributor to Kubeflow. He specializes in MLOps and DevOps, focusing on enhancing hyperparameter optimization capabilities in cloud-native environments. His work in Kubeflow's Katib involves integrating... Read More →

Thursday December 12, 2024 11:50am - 11:55am IST
Auditorium

⚡ Lightning Talks, AI + ML

Content Experience Level Intermediate

12:20pm IST

Cell-Based Kubernetes - The Secret to Scalable, Repeatable and Resilient Cloud Architecture - Shweta Vohra, Booking.com & Saiyam Pathak, Loft Labs

Thursday December 12, 2024 12:20pm - 12:55pm IST

Auditorium

Cell-based architecture offers concentrated, self-contained functionalities but can be challenging to implement with Kubernetes clusters. However, integrating this architecture with Kubernetes brings significant benefits like enhanced scalability, resiliency, and resource management. This session will demystify the process, focusing on secure inter-cell communication, API gateway integration, and building resilience using Kubernetes-native features. I’ll demonstrate how to use Istio for secure inter-cell communication, ensuring efficient interaction between services while maintaining strict security. This includes configuring traffic management rules and leveraging Istio’s mutual TLS for secure communications with minimal complexity. We’ll also explore enforcing separation of concerns and governance for multi-tenancy and privacy. Attendees will gain actionable insights into leveraging cell-based architecture on Kubernetes, transforming complex setups into robust, scalable solutions.

Speakers

Shweta Vohra

Lead Architect, Booking.com

Shweta Vohra is an Architect, Author, and Inventor with over 20 years of experience in the software industry. Her expertise spans from complex embedded systems design to hybrid cloud-native solutions, and most recently, the creation of data and machine learning platforms. She is the... Read More →

Saiyam Pathak

Principal Developer Advocate, Loft Labs

Saiyam is working as Principal Developer Advocate at Loft Labs. He is the founder of Kubesimplify and BuildSafe. Previously at Civo, Walmart Labs, Oracle, and HP, Saiyam has worked on many facets of Kubernetes.When not coding, Saiyam contributes to the community by writing blogs and... Read More →

Thursday December 12, 2024 12:20pm - 12:55pm IST
Auditorium

SDLC (Software Development Lifecycle)

Content Experience Level Intermediate

3:45pm IST

Trust in Green: Towards a Cloud Native Approach for Building Sustainable and Reliable Enterprise AI - Vincent Caldeira, Red Hat

Thursday December 12, 2024 3:45pm - 4:20pm IST

Auditorium

As organisations increasingly integrate AI solutions, the demand for environmentally sustainable practices within this space has never been more critical. This presentation delves into the collaborative effort between the Cloud Native Computing Foundation (CNCF) AI WG and the TAG Environmental Sustainability to define a repeatable design approach aimed at fostering sustainable AI in cloud-native environments. Our discussion will outline the crucial considerations in such approach, including efficient management of compute resources, storage optimisation, and advanced networking solutions. Attendees will gain insights into the lifecycle of AI/ML deployments, from inception through operation, emphasising resilience, scalability, and resource efficiency. By highlighting innovative "green" strategies, this session will provide actionable best practices and recommendations, alongside a forward-looking perspective on future trends and research directions in sustainable AI.

Speakers

Vincent Caldeira

CTO APAC, Red Hat

Vincent Caldeira, CTO of Red Hat in APAC, is responsible for strategic partnerships and technology strategy. Named a top CTO in APAC in 2023, he has 20+ years in IT, excelling in technology transformation in finance. An authority in open source, cloud computing, and digital transformation... Read More →

Thursday December 12, 2024 3:45pm - 4:20pm IST
Auditorium

AI + ML

Content Experience Level Intermediate

3:45pm IST

Keeping the Lights on: Zero Downtime Application Upgrades in Kubernetes - Shashank Pai & Sagar Jadhav, InfraCloud Technologies

Thursday December 12, 2024 3:45pm - 4:20pm IST

Convention Centre | Level 2 | Room 201

Imagine adding all your favorite products to your shopping cart, only to have the page reload and—poof—everything’s gone. Frustrating, right?. For mission-critical apps, seamless upgrades in Kubernetes demand a solid grasp of how to tackle these challenges effectively. This session equips you with practical strategies for performing zero-downtime upgrades in Kubernetes. We will cover the role of readiness and liveness probes, explore rolling update strategies and Blue/Green deployments, and compare their benefits. We will also discuss handling SIGTERM signals, managing sidecar containers, and the importance of PodDisruptionBudgets and TopologySpreadConstraints. Finally, we will examine how Priority Classes and Pod Eviction impact stability during Kubernetes upgrades. By the end, you'll be equipped to confidently handle upgrades without downtime, ensuring your applications stay online and reliable, even during the most challenging updates.

Speakers

Sagar Jadhav

Senior Product Engineer, InfraCloud Technologies Pvt. Ltd.

Software Engineering has been Sagar Jadhav's field of expertise for more than a decade. Docker, Kubernetes, Terraform, Go, NodeJS, and other tools and programming languages are among the ones he has experience with.He is currently working in the space of infrastructure provisioning... Read More →

Shashank Pai

Senior SRE, Infracloud

Name: Shashank Pai Title: Senior SRE at InfraCloud Biography: Shashank is a Senior SRE at InfraCloud, bringing extensive experience in managing and scaling cloud-native applications. His expertise lies in Kubernetes, CI/CD automation, and infrastructure as code. He is passionate about... Read More →

Thursday December 12, 2024 3:45pm - 4:20pm IST
Convention Centre | Level 2 | Room 201

Operations + Performance

Content Experience Level Intermediate

3:45pm IST

Fuzzing for Stability: Uncovering and Mitigating Helm's CVE - Jakub Ciolek, AlphaSense

Thursday December 12, 2024 3:45pm - 4:20pm IST

Convention Centre | Basement Level | Room B202B

Join this talk to uncover the story of a high severity CVE-2024-26147 [CVSS: 7.5] discovered in Helm and understand the role of fuzzing in maintaining the ecosystem’s integrity. Through this demonstration, you'll see firsthand the systematic approach used to identify the vulnerability that caused Helm to panic when faced with missing YAML metadata. The issue enabled crashing Helm SDK-based clients over the network and additionally, bricking local Helm client installations. We'll dive into the specific tools and techniques that were instrumental in detecting the issue, focusing on their applicability to your daily work. This session is designed not just to share a discovery but to foster a community-wide commitment to proactive security practices. Learn how these insights can be applied to strengthen the security and reliability of your Kubernetes deployments, ensuring a safer environment for all users of the ecosystem.

Speakers

Jakub Ciolek

Senior Tech Lead - Cloud Platform, AlphaSense

Jakub Ciolek is a seasoned Senior Tech Lead at AlphaSense, focused on Kubernetes and open-source innovation. He has made notable contributions to the Go compiler and identified key vulnerabilities in Helm and Argo CD. He is dedicated to driving forward secure, scalable solutions in... Read More →

Thursday December 12, 2024 3:45pm - 4:20pm IST
Convention Centre | Basement Level | Room B202B

Security

Content Experience Level Intermediate

4:50pm IST

Streamlining Machine Learning Operations with GitOps - Kunal Kushwaha, Civo

Thursday December 12, 2024 4:50pm - 5:25pm IST

Convention Centre | Level 2 | Room 201

As AI becomes more popular, it's bringing some new headaches when it comes to managing models, from building them to getting them into production. The usual DevOps tools don't always cut it, especially when you need everything to be consistent and handle large datasets without a hitch. As ML projects grow, trying to manage everything manually just gets messy and prone to mistakes. In this talk, I'll break down how GitOps can make life easier by automating and simplifying ML operations. With Git as the go-to source for everything, GitOps keeps your ML models consistent and reproducible across different environments. I'll share some real-world examples, talk about the challenges, and give you practical tips on how to bring GitOps into your ML workflow. The goal is to help you deploy models faster and with fewer headaches.

Speakers

Kunal Kushwaha

Field CTO, Civo

Building a better future through technology and innovation.

Thursday December 12, 2024 4:50pm - 5:25pm IST
Convention Centre | Level 2 | Room 201

AI_dev Sessions, Foundations + Frameworks + Tools for Machine Learning

Content Experience Level Intermediate

4:50pm IST

Scaling Beyond Autoscaling: How We Grew Our Kubernetes Clusters - Bhavin Gandhi & Ruturaj Kadikar, InfraCloud Technologies

Thursday December 12, 2024 4:50pm - 5:25pm IST

Convention Centre | Level 3 | Room 305

Picture this: Your startup just landed a big client, and as your business starts to grow, so does your Kubernetes cluster. The number of microservices and the traffic that they serve has started increasing. You configure auto-scaling of Nodes and Pods. Do you think that is enough, or do you need to look into other areas? What other components need scaling? What strategies should be devised? How do we verify whether there will not be any impact during scaling? In this session, we answer all these questions and come up with a blueprint for scaling a Kubernetes cluster from our experience with scaling our production cluster from merely 20-25 nodes to around 250 nodes with more than 5000 pods. We will touch base on the issues we faced and their resolution that will form a good prescription for those who want to scale their Kubernetes infrastructure.

Speakers

Bhavin Gandhi

Staff SRE, InfraCloud Technologies

Bhavin is working with InfraCloud Technologies. His main area of interest are Free/Libre and Open Source Software, DevSecOps, containers and Kubernetes. He has been part of cloud native transformation journeys for various companies. You can check what he is up to on his personal website... Read More →

Ruturaj Kadikar

Senior Engineer, Site Reliability, InfraCloud Technologies

I like to apply site reliability principles to facilitate business growth through the seamless and reliable performance of systems and infrastructure. I have built private clouds with OpenStack, built Kubernetes on premises & scaled Kubernetes on cloud for enterprises of various... Read More →

Thursday December 12, 2024 4:50pm - 5:25pm IST
Convention Centre | Level 3 | Room 305

Operations + Performance

Content Experience Level Intermediate

4:50pm IST

SPIFFE as a Glue for Large Scale Telco Deployments: A Nephio Perspective - Rahul Jadhav, AccuKnox

Thursday December 12, 2024 4:50pm - 5:25pm IST

Convention Centre | Basement Level | Room B202B

Emerging Telco trends such as ORAN, advanced 5G core demands a disaggregated arch for scaling. Kubernetes based deployments are becoming a norm and much of the open CNCF/LF tooling are playing a major role. The aim of this submission is to talk about the challenges that Nephio(www.nephio.org) SIG-Security team faced about streamlining security operations across multi-cluster multi-region, multi-vendor based deployments. The aim is to talk about specific instances/use-cases where the Nephio management cluster needs to securely interact with regional/edge clusters for the control plane needs. Also why/how the Nephio security team envisaged SPIFFE as a foundational layer to bind multi region together. A particular problem statement in the context of ORAN deployments where SMO (Service Mgmt Orchestation) has to securely interact with IMS (Infra Mgmt Service) for secure creation of infrastructure and the role SPIFFE played in the context would be highlighted.

Speakers

Rahul Jadhav

Cofounder, CTO, AccuKnox

An avid coder, a systems engineer working on solutions involving security and performance of cloud-native tech. Contributed towards several open sources including Linux Kernel and worked closely with IETF Standards (such as ROLL, 6lo, LWIG) and Linux Foundation. Taken several projects... Read More →

Thursday December 12, 2024 4:50pm - 5:25pm IST
Convention Centre | Basement Level | Room B202B

Security

Content Experience Level Intermediate

5:40pm IST

Scaling Private LLM Model Services with Kserve and Modelcar OCI: A Real-World Implementation - Mayuresh Krishna, initializ

Thursday December 12, 2024 5:40pm - 6:15pm IST

Auditorium

Deploying large language models (LLMs) is inherently complex, challenging, and expensive. This case study demonstrates how Kubernetes, specifically Kserve with Modelcar OCI storage backend, simplifies the deployment and management of private LLM services. First, we explore how Kserve enables efficient and scalable model serving within a Kubernetes environment, allowing seamless integration and optimized GPU utilization. Second, we delve into how Modelcar OCI artifacts streamline artifact delivery beyond container images, reducing duplicate storage usage, increasing download speeds, and minimizing governance overhead. The session will cover implementation details, benefits, best practices, and lessons learned. Walk away learning how to leverage Kubernetes, Kserve, and OCI artifacts to enhance your MLOps journey, achieving significant efficiency gains and overcoming common challenges in deploying and scaling private LLM services.

Speakers

MK

CTO & Co-Founder, initializ

Mayuresh Krishna is the CTO and Co-Founder of initializ.ai, where he drives product engineering, building AI models and private AI services. He has previously worked at VMware Tanzu as a Solution Engineering Leader & Pivotal Software as a Senior Platform Architect.

Thursday December 12, 2024 5:40pm - 6:15pm IST
Auditorium

AI + ML

Content Experience Level Intermediate

5:40pm IST

Unleashing Observability: Enabling Distributed Tracing in gRPC with OpenTelemetry - Purnesh Dixit & Sourabh Singh, Google

Thursday December 12, 2024 5:40pm - 6:15pm IST

Convention Centre | Level 2 | Room 201

gRPC is often chosen for its high-performance communication, making it crucial to minimize latency. Distributed tracing helps identify and diagnose latency bottlenecks in gRPC calls, ensuring that the performance benefits of gRPC are fully realized. Setting up tracing from scratch for gRPC applications is complex and warrants significant maintenance overhead. Moreover, there is not much literature on how to do it properly, resulting in bespoke and suboptimal solutions. In this talk, Purnesh Dixit from the gRPC team will talk about the best practices for utilizing distributed tracing effectively in gRPC environments by configuring the new OpenTelemetry plug-in, created by the gRPC team in google.

Speakers

Purnesh Dixit

Purnesh Dixit (gRPC Team, Google), Google

Purnesh is a software engineer on the gRPC team at Google. He is a contributor to the OpenTelemetry support for distributed tracing in gRPC-go. He is also one of the maintainer of grpc-go open source library.

Sourabh Singh

Google

Thursday December 12, 2024 5:40pm - 6:15pm IST
Convention Centre | Level 2 | Room 201

Observability

Content Experience Level Intermediate

5:40pm IST

Expedia Group's GitOps Revolution: Extensive Scalability Testing on ArgoCD for 30K+ Applications - Shivani Mehrotra, Expedia Group & Mohit Kumar, Coforge Limited

Thursday December 12, 2024 5:40pm - 6:15pm IST

Convention Centre | Basement Level | Room B202B

Expedia Group's journey to implement GitOps with ArgoCD is a story of innovation, scalability, and overcoming challenges. Our GitOps journey involved migrating from KubeFed to ArgoCD, focusing on extensive scalability testing across hundreds of virtual clusters, set up using open source tool, vcluster. We proactively identified potential challenges and prepared comprehensive test cases tailored to different application flavors. We created three types of applications for testing, with sizes varying between 15-30 resources, including CRDs and jobs, small applications containing 15 resources and large applications containing 30 resources. We experimented with multiple test scenarios, using permutation and combination of applications tested on 300 vclusters, scaling approximately 1,000 applications to 30,000+ across these clusters. We concluded this initiative with determining optimal settings for various tunable parameters in the ArgoCD controllers.

Speakers

Mohit Kumar

Coforge, Senior DevOps Engineer, Coforge Limited

Mohit, Senior DevOps Engineer at Coforge, specializes in GitOps and DevOps methodologies with a focus on Kubernetes orchestration and cloud infrastructure. His expertise ensures high availability and scalability across global platforms. Committed to the forefront of technology, Mohit... Read More →

Shivani Mehrotra

Shivani Mehrotra, Expedia Group, SDE-II, Expedia Group

Shivani, SDE-II at Expedia Group is a platform engineer, specializing in building robust systems. Passionate about innovation, Shivani thrives on challenges, delivering impactful results in her role. Outside of work, Shivani enjoys exploring new technologies and staying at the forefront... Read More →

Thursday December 12, 2024 5:40pm - 6:15pm IST
Convention Centre | Basement Level | Room B202B

Platform Engineering

Content Experience Level Intermediate

5:40pm IST

Ensuring Reliability of Production Ready Kubernetes Operators Using Envtest - Aniruddha Basak, Independent & Rayan Das, OneTrust LLC

Thursday December 12, 2024 5:40pm - 6:15pm IST

Convention Centre | Level 3 | Room 305

We need to keep in mind many principles & techniques while writing a Kubernetes operator and especially so when used in production. Projects like kubebuilder go a long way to help in building operators. However, talks focus on how to write operators. But in this talk, you will learn how testing can help you create Kubernetes operators that are reliable and resilient to failure and give you the confidence to deploy them to production clusters. Often writing unit tests is not enough for an operator that manages infrastructure. Introducing e2e tests will help, but writing and running e2e tests are time-consuming. This session will share how a user can use envtest to simulate an environment very similar to a real environment and run the tests on behalf of that. In addition, you’ll learn what to keep in mind while writing the tests, such as it doesn’t support garbage collection, and a user must be very careful while creating objects and deleting them after a test suite is done.

Speakers

Rayan Das

Senior Site Reliability Engineer, OneTrust LLC

As a Senior Site Reliability Engineer, I devote my expertise to work on the infrastructure of OneTrust Privacy Software. Within the Kubernetes community, I've served as the SIG-Release Enhancement Shadow for Kubernetes v1.29, I applied for release shadow for v1.31 as well. Beyond... Read More →

Aniruddha Basak

Cloud Software Engineer, Independent

Aniruddha Basak is a Cloud Software Engineer based in Germany. He’s currently one of the Cluster API providers, Hetzner, and a Hivelocity maintainer, and builds solutions for Kubernetes tooling and Cluster Management. In his free time, he loves contributing to upstream Kubernetes... Read More →

Thursday December 12, 2024 5:40pm - 6:15pm IST
Convention Centre | Level 3 | Room 305

SDLC (Software Development Lifecycle)

Content Experience Level Intermediate