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KubeCon + CloudNativeCon Europe 2022

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What's New With SIG Windows and Deep Dive...Mark Rossetti, Brandon Smith, Jay Vyas, Claudiu Belu26m
Project updates announce gMSA v2 using a container credential-guard plugin with admission webhook support in v0.3.0 and an Azure Key Vault reference plugin…
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What If... Kube-Apiserver Could be Extended Via WebAssembly?Flavio Castelli26m
Prototype patches the API server (a patched k3s binary) and adds a feature gate that downloads policies pulled from container registries as WebAssembly…
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Volcano: Intro & Deep DiveKlaus Ma32m
Volcano provides Kubernetes-native batch job CRDs with multiple pod templates, gang (co‑scheduling) semantics, preemption/backfill, queue-based fair share and…
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TikTok’s Story: How To Manage a Thousand Applications on Edge With Argo CDQingkun Li, Jesse Suen26m
TikTok runs about 3000 apps across 100 edge clusters (nodes 10–60 with 96 CPU cores each) and manages deployments from a central data center using Argo CD with…
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Threat Hunting at Scale: Auditing Thousands of Clusters With Falco + F...Furkan Türkal, Emin Aktaş32m
Trendyol builds an Audit Monitoring System that ingests Kubernetes audit logs and kernel events, enriches them via Falco and Fluent Bit deployed as a…
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This is The Way: A Crash Course on the Intricacies of Managing CPUs...Swati Sehgal, Marlow Weston23m
Kubernetes adds CPU Manager (1.8) to give static CPU manager exclusive cores for containers in Guaranteed QoS, with the beta full-pcpu-only option rejecting…
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The Road to IPv6 Support in...John Gardiner Myers, Ciprian Hacman, Ole Markus, Justin Santa Barbara18m
kOps adds IPv6 cluster support by using single‑stack pods with dual‑stack at the edge, initially using unique‑local addresses then switching to globally…
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The Future Of Reproducible Research: Powered By KubeflowTrevor Grant35m
Publishes a peer‑reviewed article plus a Kubeflow Pipeline that reproduces a low‑dose CT denoising workflow, running on Kubernetes with Apache Spark and Apache…
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Spark on Kubernetes: The Elastic StoryBowen Li, Huichao Zhao21m
Apple runs Apache Spark on Kubernetes using the Spark Kubernetes Operator, per-queue unicorn resource queues and Kubernetes Cluster Autoscaler to build a…
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SIG-Multicluster Intro and Deep DiveJeremy Olmsted-Thompson, Laura Lorenz, Paul Morie29m
Overview of concrete work: an about API clusterproperty CRD stores id.k8s.io and clusterset.k8s.io values (recommend using kube-system namespace UID) for…
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Securing Your Container Native Supply Chain with SLSA, Github and Te...Laurent Simon, Priya Wadhwa32m
Demonstrates concrete steps to get provenance and signatures into container builds: SLSA Level 2 via Tekton + Tekton Chains by extracting artifacts from…
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Securing Kubernetes Applications by Crafting Custom Seccomp ProfilesSascha Grunert32m
Walks through creating a custom seccomp JSON for a real single-container app (kube-rbac-proxy), first by collecting syscalls via auditd log tracing (shows…
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Sailing Multi Cloud Traffic Management With KarmadaZhonghu Xu30m
Karmada claims to treat multi-cloud clusters like a single Kubernetes control plane by using a Karmada API server, control manager and scheduler and by…
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Running Containerd and k3s on MacOSAkihiro Suda, Jan Dubois27m
Lima and Rancher Desktop make containerd and k3s run on macOS by running a QEMU VM with filesystem sharing, automatic port mapping and host-aware DNS/proxy…
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Rook: Intro and Deep Dive with Ce...Travis Nielsen, Sebastien Han, Blaine Gardner, Satoru Takeuchi26m
Rook is an operator that deploys and manages Ceph inside Kubernetes, packaging Ceph Quincy v17 with the Ceph CSI 3.6 stack to give block (RBD), file (CephFS)…
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Production-scale Containerized Game Platform Practice in BytedanceChenyu Jiang, Viktor Farcic30m
ByteDance describes a Kubernetes game platform built with Crossplane compositions, KubeVela OAM model, and Agones fleet scaling to provision multi‑cloud…
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Making Your Apps and Infrastructure Services Failure-Resilient with...Yaron Schneider, Henry Spang30m
Configuration-driven resilience using Dapr 1.7 resiliency policies applies timeouts, retries (constant or exponential) and circuit breakers to apps, components…
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Make Cloud Native Chaos Engineering Easier - Deep Dive into Chaos MeshCwen Yin39m
An open-source platform called Chaos Mesh implements chaos engineering on Kubernetes using CRDs for pod, network, stress and physical faults, a web dashboard…
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Kubernetes SIG Node Intro and Deep DiveSergey Kanzhelev, Dawn Chen, Elana Hashman, Derek Carr34m
SIG Node describes concrete changes: dockershim removal in v1.24 is complete and users move to CRI-compatible runtimes like containerd and CRI-O; cgroup v2…
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Kubernetes Persistent Data Challenges – AZ, Region and Multi-Clou...Chris Milsted, Patrick McFadin35m
Demo runs on EKS with i3en NVMe nodes and a StorageOS CSI plugin backing Prometheus and Cassandra via the k8ssandra operator; cordon/drain and a terminated…
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Kubernetes Data Protection WG Deep DiveXiangqian Yu, Xing Yang30m
Working Group publishes a white paper, drives volume snapshot v1 deprecation in 1.24 and adds a source volumeModel field plus an allowVolumeModelChange…
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KubeFlux: An HPC Scheduler Plugin for KubernetesClaudia Misale, Daniel Milroy28m
KubeFlux implements the Fluxion scheduler as a Kubernetes Scheduling Framework plugin, running Flux in a sidecar and talking gRPC to convert PodGroup requests…
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How Linkerd Helped bink Partner up with BarclaysMark Swarbrick18m
bink moves from on‑prem to Azure Kubernetes, hits transient TCP disconnects, DNS timeouts and lost UDP, and adopts Linkerd service mesh with mTLS and automatic…
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Harbor - Enterprise Cloud Native Artifact Regi...Yan Wang, Chenyu Zhang, Daojun Zhang, Vadim Bauer36m
Harbor 2.5 adds cosign support by storing signatures as OCI artifacts so signatures live alongside images as cosign stored as OCI accessory; signatures cannot…
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gRPC For Microservices: Service-mesh and ObservabilitySanjay M Pujare, Wenbo Zhu33m
gRPC is extended to run a proxyless (proximal) service mesh using xDS so gRPC clients and servers enforce routing, LB and mTLS without Envoy sidecars; Fortio…
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GitOpsify Everything: When Crossplane Meets Argo CDYing Mo, Ken Murray27m
A Crossplane-based bridge is implemented so Argo CD manages both OpenShift infrastructure and apps from Git: a cluster pool of pre-provisioned OCP 4.10.3…
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Empower Autonomous Driving with Cloud Native Serverless TechnologiesBenjamin Huo, Xiuming Lu33m
OpenFunction implements a cloud‑agnostic FaaS platform that uses Dapr and Keda with Knative to run sync HTTP handlers that publish to Kafka and trigger async…
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CRI-O: Secure, Performant, and Boring...Peter Hunt, Urvashi Mohnani, Mrunal Patel, Sascha Grunert21m
CRI-O now implements CRI v1 and stays version-locked with Kubernetes, fixed a CVE introduced in 1.19 that allowed arbitrary sysctl writes, and flips seccomp on…
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Crack the FaaS Cold Start and Scalability BottleneckCathy Zhang, Rui Zang23m
Prototype implements snapshot-based instantiation for Firecracker/Kata microVMs and reduces measured cold-start from about 1700 ms to 630 ms (roughly 60%…
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CNCF TAG Network and Service Mesh Working Group Deep-DiveLee Calcote, Ken Owens, Ed Warnicke33m
CNCF TAG Network and Service Mesh WG outlines concrete outputs: the Service Mesh Interface (SMI) and Service Mesh Performance (SMP) specs, a MeshMark value…
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Bypassing Falco: How to Compromise a Cluster without Tripping the SOCShay Berkovich34m
Claims nine bypass classes (seven novel) against Falco v0.30.0 detections and implements them end to end using kernel sensors and userland tricks. Techniques…
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Build a Cloud Native Logging Pipeline on the Edge with Fluentbit OperatorFeynman Zhou27m
Fluent Operator claims to manage Fluent Bit and Fluentd lifecycles in Kubernetes, enabling dynamic config reloading by generating configs into Secrets and…
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Adapting TiKV for Cloud StorageXinye Tao, Jinpeng Zhang11m
TiKV adds Raft Engine — an LZ4‑compressed, append‑only log with an in‑memory index that replaces RocksDB and cuts background and server writes by about 30% —…
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OpenTelemetry: The Road Ahead + Meet the Co...Morgan McLean, Alolita Sharma, Ted Young, Daniel Dyla30m
OpenTelemetry announces metrics release candidates (effectively GA) and tracing 1.0 is already stable, logging is about halfway finished with a stamza…
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Open Policy Agent (OPA) Intro & Deep DiveAnders Eknert, Will Beason41m
Open Policy Agent (OPA) is a Rego-based policy engine with 250+ contributors, 800+ GitHub projects and 130M+ downloads that decouples decisions from…
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Notary v2: Deep Dive and Open IssuesJustin Cormack, Steve Lasker40m
Notary v2 attaches signatures and metadata to OCI images in registries so signatures move with the artifact; it uses the notation CLI for notation sign/verify…
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State of NATS: Core, Persistence, & Materialized ViewsTomasz Pietrek34m
NATS JetStream adds built-in persistence with concrete features: Key-Value buckets give put/get/watch, per-key history, revision-conditional updates, purge and…
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Deep Dive into MinikubeMedya Ghazizadeh, Sharif Elgamal39m
Minikube documents its architecture and operational choices: ~1.5M LOC and 729 contributors, a custom just-enough Linux ISO that cuts VM CPU use ~50%, and an…
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Longhorn: Intro, Deep Dive and Q&ASheng Yang, Joshua Moody32m
Longhorn is a CNCF-incubating distributed block store for Kubernetes that runs replicas per volume with an engine collocated to the consumer, offers…
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Running Kubernetes in a Manufacturing Line – What Could Possibly...Mario Fahlandt, Tobias Schneck32m
Project implements Kubermatic to run Kubernetes-in-Kubernetes, provisioning a templated data‑center per site and deploying service clusters per site with…
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Building an Agile Platform in a Highly Regulated IndustryFredrik Klingenberg, Jonas Samuelson42m
If-Insurance builds an immutable GitOps platform on AKS using Flux v2, Kustomize, sealed-secrets and Linkerd for mTLS and network insight, plus…
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Composability is to Software as Compounding Interest is to FinanceBill Mulligan23m
Argues that composability drives compound business and technical value by citing concrete interfaces and outcomes: the Container Storage Interface yields 110…
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How Adobe is Optimizing Resource Usage in KubernetesCarlos Sanchez36m
Adobe runs 25+ multi-tenant Kubernetes clusters on Azure and combines cluster autoscaler, HPA (CPU and requests/min), and selective VPA to cut costs. A…
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From Cloud Naive to Cloud Native – Avoiding Mistakes Everyone DoesMax Korbacher32m
Companies treat Kubernetes like a VM instead of a platform, so expect to build an internal developer platform as a living product with a dedicated team that…
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Making Sense of Chaos: Implementing Chaos Engineering in a Fintech...Iqbal Farabi, Giovanni Sakti29m
GoTo Financial implements chaos engineering to verify SLOs under heavy regulation, running controlled experiments against production-like systems and…
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Komrade: an Open-Source Security Chaos Engineering (SCE) Tool for...Aaron Rinehart, Matas Kulkovas34m
Komrade is an open source Security Chaos Engineering tool for Kubernetes that runs experiments which backup previous config then apply a fault and restore on…
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Making On-Prem Bare-Metal Kubernetes Network Stack Telco ReadyChristopher Dziomba, Marcel Fest22m
Deutsche Telekom runs Kubernetes nodes as first‑class participants in the IP EVPN fabric so hosts peer BGP EVPN and learn tenant and cluster VXLANs directly…
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To IPv6 - The Dual-stack Adoption Advisory PanelBridget Kromhout, Tim Hockin, Dinesh Majrekar, Lachie Evenson, Rags Srinivas33m
Kubernetes adds concrete dual‑stack support (introduced in v1.20 and dual-stack graduated v1.23), with core APIs, CNI changes, and an admin network policy…
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"My CNI Plugin Did… What?!": Debugging CNI with Style & AplombDoug Smith, Daniel Mellado Area34m
Shows concrete steps to debug CNI: locate the CNI binary and config directories, check kubelet args (config may be non‑default), and remember the…
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Better Bandwidth Management with eBPFDaniel Borkmann, Christopher M. Luciano31m
Isovalent implements eBPF-based EDT rate limiting that moves enforcement to the physical egress, uses per-packet timestamps plus a multi-queue fair qdisc…
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Logs Told Us It Was DNS, It Felt Like DNS, It Had To Be DNS, I...Laurent Bernaille, Elijah Andrews36m
Rolling restarts spike client retries and latency; logs point to DNS but low-level ENA metrics and VPC flow logs show conntrack table exceeded and hundreds of…
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Observing Fastly’s Network at Scale Thanks to K8s and the Stri...Fernando Crespo, Daniel Caballero37m
Fastly describes Autopilot: a telemetry pipeline that ingests sFlow/NetFlow over DTLS from many PoPs, enriches with pmrt and Prometheus metrics, buffers in…
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Metrics as a First-Class Citizen in the E2E Testing LandscapeMatej Gera, Jéssica Lins33m
Claims that instrumented apps can drive E2E tests by asserting on exposed Prometheus metrics rather than external exit codes, implemented with a Go e2e…
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From Monitoring to Observability: Left Shift your SLOs with ChaosMichael Friedrich35m
Argues that SLOs belong in CI/CD by showing a C++ memory-leak bug that only appears under DNS failures, detected by instrumented metrics and a Prometheus…
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Distributing PromQL for Fast and Efficient Kubernetes Fleet Monitor...Moad Zardab, Filip Petkovski30m
Thanos implements query pushdown (feature-flagged) to pre-evaluate idempotent PromQL functions at Prometheus sidecars and a reference vertical sharding…
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Show Me Your Labels and I’ll Tell You Who You AreSandor Guba27m
Uses Kubernetes labels to drive actual log routing and policies: parses nginx access logs into fields, emits Prometheus counters and an alert when 4xx/5xx…
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Navigating the CNCF Landscape, the Right WayD. Mohan, S. Raghunathan, K. Kushwaha, S. Pathak41m
CNCF landscape lists ~1,019 cards with 2,957,938 total stars and groups projects into sandbox → incubating → graduated so you can check maturity before…
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Kubectl Said What?Christopher Hanson35m
Shows exact kubectl commands and fields to inspect real failures: use kubectl get with -o yaml/json and jsonpath, check kubectl describe for events, and query…
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From Student to SRE That Loves CNCF in No TimeJacob Valdemar Andreasen24m
Started with no Kubernetes knowledge and reaches CKA in 1.5 years after a five‑month internship, building a Go release manager and contributing a working…
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Charting Your Own Course Through the Cloud Native LandscapeMatt Stratton, Whitney Lee35m
Defines a repeatable learning loop: collect, skim, narrow, learn, repeat with concrete tactics — use Anki spaced-repetition and a stats plugin to track daily…
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Writing Crossplane Providers with Code GenerationMuvaffak Onus, Hasan Türken01h 39m
Builds a real Crossplane provider for PlanetScale using the Crossplane Runtime and the provider-template scaffold, writing two CRDs (Database and Password)…
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Kubernetes Everywhere: Lessons Learned From Going Multi-CloudNiko Smeds27m
Grafana Labs expands Kubernetes across AWS, Azure, DigitalOcean, GCP and Linode in more than 30 regions with inter-cloud VPNs and private IP routing; team uses…
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What Anime Taught Me About K8s Development & Tech CareersAnnie Talvasto28m
Casual, analogy-driven primer that maps specific Kubernetes concepts to anime tropes: labels as named moves/roles, pods as small deployable shinobi units…
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A Treasure Map of Hacking (and Defending) KubernetesAndrew Martin38m
Shows concrete exploits and mitigations: an npm preinstall backdoor executes as the installer and reads SSH/GPG/cloud tokens; a malicious container image with…
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Lightning Talk: Secure Multi User HPC Jobs in Kubernetes with KyvernoTrey Dockendorf05m
Ohio Supercomputer Center uses Open OnDemand + Kubernetes and Kyverno to run interactive HPC apps (RStudio, Jupyter) for classrooms, enforcing user file access…
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Lightning Talk: Beginner to Maintainer Journey of a StudentDebabrata Panigrahi06m
Student moves from zero Kubernetes knowledge to approver-level contribution within a year by using LFX mentorship, KCD Bengaluru code walkthroughs, and SIG…
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Lightning Talk: Locating and Debugging Failures with Linkerd...Alejandro Pedraza, Edidiong Asikpo05m
Linkerd locates a failing service in an emoji-voting app using the Linkerd viz dashboard to show web → voting errors and a consistently failing "donut" pod…
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Lightning Talk: Tell Your SD-WAN About Your Service Mesh External Services!Alberto Rodríguez05m
Don’t miss out! Join us at our upcoming hybrid event: KubeCon + CloudNativeCon North America 2022 from October 24-28 in Detroit (and online!). Learn more at…
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Lightning Talk: Scaling Container Builds with Software Supply ChainsDuane DeCapite05m
Claim: Buildpacks plus Flux plus Cartographer automate container builds end to end so hundreds of apps share base layers and can be updated without developer…
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Lightning Talk: What Made Your Container Fat? Visualizing the Size of Container LayersDan Čermák05m
A small web app visualizes which layer inflates an image by showing file system usage per layer and highlighting the culprit among dozens (the demo mentions…
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Lightning Talk: What I’ve Learned by Running Local CNCF Chapter Cloud-native IslamabadSaim Safdar06m
Built a local CNCF chapter in Islamabad that runs 25+ webinars and 20+ meetups since March 2020, using community.cncf.io for registration and live streaming…
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Lightning Talk: Introducing O-Cloud, or How 5G Leverages KubernetesNikolay Nikolaev05m
O-Cloud proposes running 5G RAN workloads on commodity hardware using Kubernetes alongside bare metal and VNFs, with the O-RAN Alliance’s work group 6 defining…
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Lightning Talk: Thank you Keptn Obvious! Making SLOs observable with Prometheus a...Andreas Grabner06m
Shows how Prometheus metrics map to measurable SLOs and then how Keptn automatically enforces them by triggering remediation playbooks, scaling actions, or…
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A Guided Tour of Cilium Service MeshLiz Rice43m
Cilium extends its eBPF-based CNI into a service mesh that routes L3/L4 in-kernel and calls out to Envoy only for layer 7 visibility, demonstrated by a live…
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Simplifying Service Mesh Operations with Flux and FlaggerMitch Connors, Stefan Prodan36m
Service mesh upgrades are automated using GitOps: Flux + Flagger automate control- and data-plane upgrades by opening pull requests when a new Istio version…
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Linkerd End User Panel: Case Studies from ProductionCatherine Paganini, Kasper Borg Nissen, Fredrik Klingenberg, Eli Goldberg, Christian Hüning37m
Linkerd is used in production to solve concrete problems: gRPC load balancing replaces brittle client-side routing for ~40 microservices, mutual TLS encrypts…
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Kubernetes Networking 101Randy Abernethy01h 27m
90 minute hands on tutorial that boots an upstream kubeadm Kubernetes 1.23 cluster (single node), installs Docker runtime and Cilium (eBPF overlay or routing)…
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PolicyReport CRD: Manage Admission Control, Runtime, and Scan Reports!Anushka Mittal, Mritunjay Sharma, Frank Jogeleit, Stephen Adeniyi30m
PolicyReport CRD standardizes outputs from multiple engines so a single cluster can hold unified findings instead of scattered logs. Adapters map Falco (via…
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SPIRE: Intro & Deep Dive Into Windows SupportAgustín Martínez Fayó, Marcos Yacob34m
SPIRE implements SPIFFE identities on Windows as an experimental feature with both server and agent runnable on Windows (tested on Windows Server 2022 and…
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Removing Language Barriers for Spanish-speaking ProfessionalsRael Garcia Arnés, Victor Morales30m
Spanish Kubernetes docs are actively translated using a concrete fork/branch/PR workflow: content in Markdown, a sign CLA step, local builds with the Google…
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Intro + Deep Dive: SIG ScalabilityMarcel Zięba, Wojciech Tyczyński43m
SIG Scalability defines a multi‑dimensional scalability envelope and six SLOs, measures them with cluster-loader2 and simulates large clusters with kubemark…
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Keynote: The Cloud Native ChasmEmily Fox11m
Argues that cloud native projects need project-specific security choices, not generic checklists, and gives concrete practices: use security reviews and CNCF…
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Keynote: Closing Remarks Day 3Jasmine James, Ricardo Rocha, Emily Fox02m
Apple wins an award and organizers celebrate reconnecting in Valencia after a year of change while announcing breakouts start at 11am and a leadership handoff…
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End User Awards(not provided)03m
Apple wins the CNCF End User Award for providing major contributions to the cloud native ecosystem, supplying code, documentation, project expertise, and…
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Keynote: Exploring the Frontiers of Cloud NativeBryan Che07m
Cloud native gets pushed into space, oil rigs and cars using edge tooling that claims full state sync so fleets stay online; Huawei reports over 200,000…
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Keynote: Push It to the Limit: From Canary Deployments to Canary ClustersHenrik Høegh15m
Lunar moves from canary deployments to full canary clusters by shifting most state out of Kubernetes and automating failover steps: GitOps with Flux, Route 53…
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Keynote: CNCF Project UpdatesJasmine James, Ricardo Rocha, Emily Fox18m
Project updates list concrete releases and measurable outcomes: Chaos Mesh 2.0 and 2.2 with 60+ adopters adds JVM and HTTP chaos plus a daily reporting system…
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Keynote: How Developers Help Scale Kubernetes SecurityConnor Gorman04m
Kubernetes security scales by pushing fixes and policy into developer workflows and tooling rather than relying on small security teams alone. Notes a 5.6…
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Keynote: Supporting the Community – So Open Source Projects Can Grow and ThriveLe Tran06m
Kasten by Veeam describes four initiatives to grow open source contribution: four initiatives are giving developers paid time to work upstream, documenting a…
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Keynote: Nurturing The Whole ProjectJosh Berkus, Catherine Paganini10m
Open source projects need more than code: explicit numbers and tools matter. The CNFC offers contributor growth framework and a templates repo with governance…
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Keynote: Opening Remarks Day 3Jasmine James, Ricardo Rocha, Emily Fox02m
Day three opens with brief logistics and thanks: event operations and volunteers get credit, audio‑visual coordination by Tantalus Productions keeps slide…
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Keynote: Closing Remarks Day 2Jasmine James, Ricardo Rocha, Emily Fox03m
Announces a new mascot Owlina Alelina donated by the oppa project, gives logistics for tonight’s party with shuttles at the main entrance and the party running…
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Keynote: PlatformOps: It’s all about Developer ExperienceBen Hale06m
Claims that PlatformOps must treat developers as customers and that VMware Tanzu Application Platform is a developer‑oriented layer on Kubernetes used to…
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Keynote: Building Bridges: Cloud Native and High Performance ComputingRicardo Rocha19m
CERN describes replacing an online farm with Kubernetes since 2017, moving petabytes/sec of detector data down to tens of gigabytes and running a couple…
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Keynote: Landscape Sustainability: The Pillars of Cloud Native Gro...Dave Zolotusky, Katie Gamanji15m
TOC reports 36 projects in flight and breaks them down as 22 sandbox 10 incubation 4 graduation, describes recent process changes (revamped annual reviews and…
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Keynote: THE API IS PEOPLE!Stephen Augustus04m
Starts from concrete entry points: SIG Contributor Experience for Kubernetes and TAG Contributor Strategy at the CNCF for maintainer paths, then maps to…
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Keynote: Securing Shopify's Software Supply ChainShane Lawrence16m
Shopify describes concrete controls: codify build recipes with in-toto so builds are reproducible, scan artifacts with trivy and produce SBOMs in CycloneDX…
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Keynote: Kubernetes Project UpdatesJasmine James, Ricardo Rocha, Emily Fox08m
Kubernetes announces concrete changes: dockershim removed (v1.24) and container images are now officially signed for supply‑chain security; cgroup v2 brings a…
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Keynote: Closing Remarks Day 1Jasmine James, Ricardo Rocha, Emily Fox02m
Quick logistical roundup: wellness programming includes a group bike tour, daily meditation and chair yoga, plus a quiet room for low‑interaction time; evening…
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Keynote: Supporting the Community – So Open Source Projects Can Grow and ThriveLe Tran06m
Describes four concrete initiatives that grow contributors: time, clear vision, training resources, and open source first. Provides specifics: developers get…
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Keynote: Incremental Deep Learning For Satellite with KubeEdge...Xiaoman Hu, Zhipeng Huang, Yue Bao15m
Experiment shows cloud-native incremental learning running on LEO satellites using KubeEdge Sedna with a TinyMS front end and MindSpore training on ground. A…
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Keynote: Finding Your Power to Accelerate to a Sustainable FutureKate Mulhall, Emma Collins07m
Data growth and AI compute are driving energy demand—AI power doubles roughly every four months and data centers risk using about 8% of global electricity by…
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Keynote: 7 Years of Running Kubernetes for Mercedes-BenzJens Erat, Peter Mueller, Sabine Wolz16m
Seven-year journey from a single shared Kubernetes 0.9 cluster to ~900 clusters on Cluster API, all on-premises and now migrating to public clouds. Built an…
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Crossplane Intro & Deep Dive - Compose Your Custom Cloud PlatformJared Watts, Steven Borreli, Yury Tsarev, Christopher Haar35m
Crossplane lets teams compose custom platform APIs declaratively—no controller code required—by wiring XRDs, Compositions and provider CRDs into Kubernetes…
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CoreDNS: Intro and Deep DiveJohn Belamaric, Yong Tang38m
CoreDNS is the default DNS for Kubernetes and now ships features and fixes you should care about: releases from 1.8.5 to 1.9.2 fixes Go 1.17.6 vuln and a March…
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Contour Ingress Intro and Deep DiveNick Young, Orlin Vasilev, Nigel Brown38m
Contour is a control plane for Envoy with concrete metrics and features: 230 contributors, 41 new this year, 16 releases and 620 PRs with an average 12-hour PR…
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CNCF TAG-Runtime: Cloud Native Open...Alex Scammon, Zbynek Roubalik, Ricardo Aravena, Samuel Ortiz33m
CNCF TAG-Runtime maps projects, meetings and working groups that enable running cloud‑native workloads: a Armada multi-cluster batch scheduler and…
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Cloud Native Storage: The CNCF Storage TAG, Projects...Alex Chircop, Xing Yang, Raffaele Spazzoli42m
CNCF Storage TAG lays out three whitepapers: a storage landscape mapping layers and attributes, a performance and benchmarking guide that warns about caching…
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Updates from The Update FrameworkLukas Pühringer, Jussi Kukkonen27m
The Update Framework provides cryptographic signing, multi-role delegations and expiry rules to give compromise resilience and freshness guarantees; a…
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Staring Into the Abyss with the Security Technical Advisory GroupAndres Vega, Brandon Lum32m
Security TAG outlines concrete artifacts and next steps: a revised v2 white paper with a ransomware and EU compliance section, a secure software factory…
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Overview and State of LinkerdMatei David36m
Linkerd presents itself as a CNCF‑graduated, production‑proven service mesh running four plus years in production and cited for securing 22k pods in a case…
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Optimize Kubernetes on vSphere with Event-Driven AutomationSteven Wong, Michael Gasch44m
A downloadable appliance called VMware Event Broker Appliance listens to vCenter, converts vSphere alarms and the 1800+ vSphere events into CloudEvents +…
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SIG Architecture Intro and UpdateDavanum "Dims" Srinivas, John Belamaric37m
SIG Architecture defines concrete rules and gates that shape Kubernetes evolution: it runs the API review workflow that vets new fields and CRDs for version…
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Kubernetes SIG Apps UpdatesMaciej Szulik, Janet Kuo, Ken Owens26m
SIG Apps reports concrete progress: TTLAfterFinished GA is promoted so jobs auto-delete after a TTL; index jobs and suspendable jobs add per-pod indices and…
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SIG Security Update: We Lift Tog...Tabitha Sable, Pushkar Joglekar, Rey Lejano, Savitha Raghunathan37m
SIG Security announces an ongoing third‑party audit led by NCC Group audit against Kubernetes 1.24 after the 2019 review found 34 findings in 2019; scope…
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Three Surprising K8s Networking “Features” and How to Defend Against ThemJames Cleverley-Prance33m
Nmap and OpenSSL enumeration reveals API server certificate SANs that leak the service network CIDR, and unauthenticated /version and UDP scans find kubelet…
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Multi-Cloud Workload Identity With SPIFFEJake Sanders, Charlie Egan40m
Prototype uses SPIFFE SVIDs issued via cert-manager and the cert-manager-csi-driver-spiffe, with cert-manager-trust and a spiffe-connector server to exchange…
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Throw Away Your Passwords: Trusting Workload IdentityRic Featherstone34m
Explains how Kubernetes service account tokens become token review API workload identity, why projected (bound) tokens limit impersonation, and how the service…
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Too Much to Choose – Making Sense of a Smorgasbord of Security StandardAnais Urlichs, Rory McCune35m
Compares concrete standards: CIS Benchmark (checks are prescriptive, target kubeadm/AKS/EKS/GKE/OpenShift and specific k8s versions like 1.20/1.23), NSA…
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Full Mesh Encryption in Kubernetes with WireGuard and CalicoPeter Kelly35m
Calico configures WireGuard interfaces per node and maps WireGuard peers to nodes and allowed IPs to pod IPs to create an eventual-consistent host-to-host…
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Attacking & Defending Kubernetes TEE Enclaves in Critical InfrastructureRobert Ficcaglia36m
Explains that hardware TEEs like SGX and TDX can cryptographically attest, seal, and isolate pod-level workloads but are not a silver bullet: side‑channel and…
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Gateway API: Beta to GARob Scott, Nick Young43m
Gateway API graduates core pieces—GatewayClass, Gateway, and HTTPRoute—to Beta as a CRD-based official Kubernetes API with webhook validation, requiring…
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SIG Contributor Experience Deep DiveAlison Dowdney, Christoph Blecker, Bob Killen33m
SIG Contributor Experience runs the community plumbing: managing 100+ mailing lists and calendars, a 150,000‑user Slack with moderator bots and a…
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Kubernetes SIG CLI: Intro and UpdatesEddie Zaneski, Katrina Verey, Maciej Szulik36m
SIG CLI maintains kubectl, kustomize and libraries, and reports concrete changes: discovery cache interval moves from 10 minutes to 6 hours, completions and…
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Kubernetes IoT Edge Working Group: Edge Device Onboa...Steven Wong, Kate Goldenring, Kilton Hopkins39m
Secure Device Onboard implements the FIDO-backed rendezvous/owner/manufacturer flow with device vouchers and a TPM-stored manufacturer key hash; demo uses a…
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What Is the CNCF TAG Observability and How You Can Join Our Effort!Bartłomiej Płotka, Alolita Sharma, Richard Hartmann, Matt Young30m
TAG Observability coordinates CNCF projects and community work to turn observability theory into runnable artifacts: a near-complete white paper in the GitHub…
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The Maintainer's Toolkit: Must-know CNCF Resources for Project O...Catherine Paganini, Dawn M Foster31m
TAG Contributor Strategy provides ready-made governance and contributor tooling: a repo of contributing.md template, contributor ladder and three governance…
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Backstage: Restoring Order To Your ChaosDave Zolotusky35m
Backstage is an extensible developer portal that consolidates CI/CD, docs, APIs and ownership into a service catalog with YAML-backed entities and relations…
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Prometheus Intro and Deep DiveJulius Volz, Björn Rabenstein, Matthias Rampke32m
Prometheus overview plus recent changes: claims of handling 10 million active time series and ~1 million samples/sec with about 1–2 bytes per sample…
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SIG Cloud Provider: Portable K8s Across all Clouds, Roadmap and UpdatesNick Turner, Steven Wong27m
Kubernetes is actively moving cloud-specific code from the monolithic repo into out-of-tree components: the control loops move from the kube-controller-manager…
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What's New in Operator Framework?Jonathan Berkhahn, Varsha Prasad, Jesus Rodriguez, Austin Macdonald28m
Operator SDK adds a Quarkus-based Java operator plugin that scaffolds native Java operators using the Java Operator SDK library, and a hybrid-helm scaffolding…
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Building for the (Inevitable) Next Cloud OutagePavel Nikolov39m
Three k3s Kubernetes clusters in New York, Amsterdam and Sydney advertise the same BGP anycast address via the Bird daemon so user requests hit the nearest…
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Why Kubernetes Can't Get Around FinOps – Cost Management Best Pra...Vanessa Kantner, Manuela Latz35m
Claims that 70% of companies either estimate or don't monitor Kubernetes costs, and that cost answers require linking cloud bills, discounts and reservations…
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Transparent Live Migration of Services Between Kubernetes ClusterAdam Janikowski, Jörg Schad30m
ArangoDB proves live, cross-region and cross-cloud migration of stateful clusters with its Kube-Arango operator, migrating individual DB members one-by-one…
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Reproducing Production Issues in your CI Pipeline Using eBPFMatthew LeRay, Omid Azizi29m
eBPF captures kernel send/receive events (and OpenSSL calls for TLS) to record real production requests into Pixie, which converts them into structured HTTP…
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The Soul of a New Command: Adding ‘Events’ to kubectlBryan Boreham38m
Adds kubectl alpha events (shipped in Kubernetes 1.23) that actually sorts by event time across two incompatible event APIs (v1 and events.k8s.io/v1), uses Go…
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Case Study: Bringing Chaos Engineering to the Cloud Native Develo...Uma Mukkara, Ramiro Berrelleza29m
A concrete case shows cloud-native chaos run from the dev loop: a Litmus YAML chaos workflow (a pod-delete experiment that kills the Postgres pod for 45s every…
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How a Couple of Characters (and GitOps) Brought Down Our SiteGuy Templeton, Stuart Davidson48m
A single-line Helm template change causes Argo CD to interpret zero target clusters and Argo CD autoprune deleted 478 services across every cluster and region…
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Scaling K8s Nodes Without Breaking the Bank or Your SanityBrandon Wagner, Nick Tran26m
Explains using EC2 Spot to cut node costs up to 90% discounts while handling the two-minute interruption notice via rebalance recommendations and the AWS Node…
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Tweezering Kubernetes Resources: Operating on OperatorsKevin Ward40m
Operators extend the Kubernetes API but often run with dangerous permissions: scanning every operator on operator hub finds ~90 use a dedicated namespace yet…
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How to Migrate 700 Kubernetes Clusters to Cluster API with Zero D...Tobias Giese, Sean Schneeweiss31m
Mercedes‑Benz migrates its legacy Terraform/Jenkins/Ansible fleet management into Cluster API, replacing a pipeline that managed 700 clusters and ~3,500…
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Your Manila CephFS Share Backups Belong to S3Robert Vasek36m
CERN backs ~74 TB of production CephFS used by 65 projects and manages backups by snapshotting a PVC, creating a volume from that snapshot, mounting it and…
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Autoscaling Elasticsearch for Logs on KubernetesRadu Gheorghe, Ciprian Hacman32m
An operator autoscaling Elasticsearch/OpenSearch for logs changes index templates to alter primary shard count, changes shards in template and rotates indices…
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Service Mesh at Scale: How Xbox Cloud Gaming Secures 22k Pods with LinkerdChristopher Voss22m
Xbox Cloud Gaming runs Linkerd across 26 AKS clusters with ~50 microservices per cluster and 700–1,000 pods each, securing 22k pods with zero config mTLS and…
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Implementing Anti-patterns: Kubernetes Cross-namespace Resource OwnershipTom Coufal33m
Kubernetes forbids namespace-scoped ownerReferences (warning since v1.20) so a solution creates paired CRDs called meteor and its shadow comma, uses finalizers…
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Cluster API Intro and Deep DiveYuvaraj Balaji Rao Kakaraparthi, Vince Prignano38m
Cluster API reaches v1 with v1beta1 APIs and about 30 providers and shows production adoption (Twilio >100 clusters, Mercedes ~700 moved, U.S. Army in…
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Build Your Own Cluster API Provider the Easy WayAnusha Hegde, Richard Case30m
Explains how to implement Cluster API providers that actually run: defines the three provider types (infrastructure, bootstrap, control plane), shows required…
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Learnings From Providing A Platform API With Kubernetes And CrossplaneHannes Blut, Jan Willies31m
Deutsche Bahn builds a unified platform API using Kubernetes with Crossplane as the control plane, running a couple thousand managed resources and shaping…
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Jet Energy Corrections with GNN Regression using Kubeflow @ CERNDaniel Holmberg, Dejan Golubovic24m
Graph neural network and deep‑set regressors are trained on a 10 GB S3 dataset via Kubeflow pipelines with Katib random search for hyperparameters, multi‑GPU…
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Kubernetes as a Substrate for ATLAS ComputeFernando Barreiro Megino, Lukas Heinrich34m
ATLAS integrates Kubernetes as a native compute substrate using Harvester plugins and Kubernetes Job controllers to run production and interactive workloads…
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Scaling and Orchestrating “Good Bot” With KubernetesAris Cahyadi Risdianto34m
A Kubernetes-based orchestrator deploys containerized human agents that run javascript-enabled browser workloads, file transfers and app interactions, with a…
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Cloud-Native Building Blocks: An Interactive Envoy Proxy WorkshopAdam Sayah, Jim Barton01h 25m
Hands-on workshop that provisions a K3s browser lab via Instruct and walks through raw Envoy configs (Docker Compose examples) to create listeners, filter…
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Why, How to, and Issues: Tail-Based Sampling in the OpenTelemetry CollectorReese Lee39m
OpenTelemetry Collector performs tail-based sampling by buffering full traces and applying policies in a tail sampling processor so a 20-call load generator…
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Prometheus Sparse High-Resolution Histograms in ActionGanesh Vernekar35m
Demonstrates a proof‑of‑concept that encodes entire histograms into a single sample so Prometheus stores one series per histogram instead of one per bucket…
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Alerting in the Prometheus Ecosystem: The Past, Present and FutureJosue (Josh) Abreu23m
Explains why the Alertmanager is horizontally scalable inside Cortex/Mimir by shard by tenant id, using hash rings for routing, gRPC for notification-state…
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Better Reliability Through Observability and ExperimentationJulie Gunderson, Kerim Satirli37m
Shows how observability plus controlled experiments shorten time to detect (TTD) and harden systems using OpenTelemetry/OpenTracing, Gremlin-style fault…
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OpenTelemetry: The Vision, Reality, and How to Get StartedDotan Horovits34m
Companies run 5–10 tools for telemetry today; OpenTelemetry promises one unified framework with concrete pieces: language APIs/SDKs, auto-instrumentation, an…
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Operating Prometheus in a Serverless WorldColin Douch30m
Cloudflare builds and runs a custom Prometheus-compatible collector called the gravel gateway (implemented in Rust) that accepts standard text exposition…
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Registries After Dark, Part 2: Distributed Random Access MerkledagsDaniel Mangum, Jason Hall35m
Builds a RISC‑V emulator in Rust, compiles a tiny C program with a RISC‑V cross compiler and translates each store into an OCI image layer so each memory write…
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Keep Calm and Containerd On!Anusha Ragunathan27m
Intuit migrates 220+ Kubernetes clusters (avg ~16,000 nodes) from dockerd to containerd, replacing the docker shim and using crictl plus kubelet’s…
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Cloud Native Mentorship: Tips for Being a Great Mentor to CNCF StudentsLucas Servén Marín26m
Mentorship focuses on concrete practices: define explicit goals and ask each student what they want to learn, run weekly check‑ins (even if brief), timebox…
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You're a Community Manager? But What Do You REALLY Do?!Nanci Lancaster, Karen Chu38m
Manages contributor onramps and maintainer churn by maintaining contributor guides, codes of conduct, and running contributor summits; runs events logistics…
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GitOps to Automate the Setup, Management and Extension a K8s ClusterKim Schlesinger01h 25m
Uses Terraform to provision a DigitalOcean managed Kubernetes cluster called kubecon-cluster, bootstraps Flux CD which creates a GitHub repo (kubecon-workshop)…
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Understanding Kubernetes Through Real-World Phenomena and AnalogiesLucas Käldström36m
Explains why Kubernetes is structured around a declarative desired-state API and closed-loop reconciliation rather than imperative commands, showing how…
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From `docker push` to Bytes on Disk: Inside DistributionWayne Warren, Adam Wolfe Gordon38m
DigitalOcean describes how its Container Registry uses CNCF Distribution codebase and implements the OCI Distribution API so a push becomes bytes on disk via…
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Choosing Cloud Native Technologies for the Journey to Multi-cloudAdelina Simion27m
Form3 migrates payment services to managed Kubernetes on AWS, GCP and Azure, using Cilium for cross‑cloud networking, NATS JetStream as the event bus and…
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Digging Into Your App's Container Image Layers for Sneaky VulnerabilitiesPablo Galego26m
Uses Trivy to scan a Spring Boot image (initial run shows ~200 vulnerabilities) and narrows to actionable items with --severity=CRITICAL and --ignore-unfixed…
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Implementing Cert-manager in K8sJose Manuel Ortega38m
Don’t miss out! Join us at our upcoming hybrid event: KubeCon + CloudNativeCon North America 2022 from October 24-28 in Detroit (and online!). Learn more at…
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Sharing Knowledge: Writing Good Docs for Quick ApprovalJared Bhatti38m
Led Kubernetes SIG Docs 2016–2020, argues that simple process shifts cut PR churn from weeks to hours by requiring an issue that states audience and plan, sign…
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Cloud Native Chaos Engineering with Lit...Karthik S, Uma Mukkara, Udit Gaurav, Saiyam Pathak29m
LitmusChaos is a Kubernetes-native chaos platform with a centralized control plane, agent-based executors and a public hub that already holds 50+ experiments…
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Introduction to the Kubernetes WG BatchAldo Culquicondor, Abdullah Gharaibeh, Alex Wang37m
Kubernetes WG Batch forms to add concrete batch features to core Kubernetes: it ships index jobs (pod indexing for static partitioning), a suspend field and…
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Kubernetes SIG UI Introduction and UpdatesSebastian Florek, Marcin Maciaszczyk, Shu Muto22m
Kubernetes Dashboard is at v2.5.1 (supports Kubernetes up to 1.23.6; 1.24 support approved) and ships as one binary with a TypeScript front end, Go backend…
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Kubernetes SIG Storage Deep DiveXing Yang, Jan Šafránek36m
SIG Storage describes CSI migration that replaces in-tree volume plugins by translating existing StorageClass/PV objects to CSI at runtime using an in-memory…
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SIG Instrumentation Introduction and Deep DiveDamien Grisonnet, Patrick Ohly35m
SIG Instrumentation enforces concrete changes: it replaces unstructured logs with structured logging completed for kubelet (v1.21) and kube-scheduler (v1.24)…
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SIG Autoscaling Updates and Feature HighlightsMichael McCune, Joachim Bartosik, Guy Templeton, David Morrison33m
HPA reaches v2 stability with v2 stable merged (PR 102534) and deprecates v2beta1 by 1.25 and v2beta2 by 1.26; serialization stays compatible but some…
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Unraveling the Magic Behind BuildpacksSambhav Kothari, Natalie Arellano39m
Demo constructs an OCI image from first principles and created an OCI image layout by hand, producing a BusyBox-based image that is built BusyBox image with no…
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Thinking Cloud Native, CloudEvents FutureScott Nichols40m
CloudEvents provides an envelope to wrap any payload so routers and connectors can route on stable metadata instead of fragile, service‑specific payloads, with…
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Intro to the Cloud Native Maturity ModelDanielle Cook, Simon Forster, Robbie Glenn, John Forman34m
Cartografos Working Group publishes a Cloud Native Maturity Model with five levels (build, operate, scale, improve, optimize), mapped to five domains: people…
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Cilium: Welcome, Vision and UpdatesThomas Graf, Liz Rice, Laurent Bernaille36m
Cilium runs eBPF programs in-kernel to replace iptables/ipvs and provides sidecar-free service mesh and L7 policies, with production adoption: tens of…
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Argo’s Vibrant Ecosystem and CommunityAlex Collins, Alexander Matyushentsev, Dan Garfield30m
Argo’s ecosystem highlights concrete deliverables: Argo CD Autopilot bootstraps a Git repo, creates directory structure and makes Argo CD self-managed; Argo…
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CNCF 101Kristi Tan, Charley Mann27m
CNCF is the foundation that hosts cloud native projects and governance: it lists 117 projects, reports 152,000 contributors across 186 countries, and supported…
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Threat Modelling Kubernetes: A Lightspeed IntroductionLewis Denham Parry38m
Fast primer that shows how to threat‑model Kubernetes end to end: build a data‑flow diagram, map STRIDE and Microsoft threat matrix entries to attack trees…
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Emissary + Linkerd: A Guide to End-to-end Encryption for your ClusterFlynn, Jason Morgan35m
Demo shows Emissary (Envoy) terminating TLS at the edge and Linkerd adding in-cluster mTLS so browser-to-pod encryption is continuous, using a Let's Encrypt…
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Make the Secure Kubernetes Supply Chain Work for YouAdolfo García Veytia34m
Kubernetes adds concrete supply-chain controls since 1.22: projects generate SBOMs (SPDX), produce SLSA provenance attestations outside the build to avoid…
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Fun with Continuous ComplianceAnn Wallace, Zeal Somani40m
Shopify describes running thousands of GKE clusters and thousands of builds per month and shows a concrete pipeline: Buildkite builds images, images are…
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Kubernetes Steering Committee AMAChristoph Blecker, Bob Killen, Tim Pepper, Davanum "Dims" Srinivas, Paris Pittman, Stephen Augustus36m
Explains concrete governance problems and responses: the project has 70,000 contributors but a chronic need more reviewers and maintainers, so working groups…
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KubeEdge: From Fixed Location to Movable Edge, Latest Updates and...Kevin Wang, Yin Ding33m
KubeEdge runs a cloud-core / edge-core model (edge-core is a kubelet derivative) using websocket long connections and local sqlite state so edge nodes stay…
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Jaeger: Present and FuturePavol Loffay, Jonah Kowall45m
Jaeger now collects metrics from traces by using an OpenTelemetry pipeline with a span metrics processor that generates Prometheus-compatible histograms…
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Helm Project 2022: How You Can Benefit, Ho...Scott Rigby, Matt Butcher, Martin Hickey, Andrew Block42m
Helm 3.8 ships with OCI registry GA so charts can live in container registries (Docker Hub support lagging); Helm renders templates into Kubernetes manifests…
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Flux Security Deep DiveStefan Prodan38m
Flux v2 defines an authorization model that maps to Kubernetes RBAC and uses the impersonation API so controllers act under tenant-scoped service accounts…
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Fluent Bit: Logs, OpenMetrics, and OpenTelemetry all-in-oneEduardo Silva, Anurag Gupta36m
Fluent Bit now collects logs, OpenMetrics and OpenTelemetry metrics in the same agent: a JavaScript app exports OTLP metrics to OTLP HTTP input on 8080, Fluent…
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From Kubernetes to PaaS to … Err, What’s Next?Daniel Bryant32m
Argues that the next layer after Kubernetes is a developer control plane — a platform treated as a product with staffed platform teams, golden paths and UX-led…
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Disrupting the Downtime ContinuumTaylor Thomas, Brooks Townsend32m
Claims that WebAssembly plus wasmCloud lets teams avoid rebuilding thousands of containers after a vulnerability and demonstrate it live: a Rust xkcd web actor…
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No Docker, No YAML and a Polyglot Developer Experience on Top o...Thomas Vitale, Mauricio Salatino33m
Demonstrates a Kubernetes CaaS that turns source into running endpoints without Dockerfiles by combining Knative Serving and Knative Eventing with Paketo…
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Seeing is Believing: Debugging with Ephemeral ContainersAaron Alpar39m
Ephemeral containers land as a beta feature in Kubernetes 1.23 and let a new container join a running Pod to share network and (optionally) PID/user…
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The Power of Cloud Native in Financial InstitutionsMateusz Pruchniak39m
mBank builds cloud landings in two public clouds plus private cloud, runs several apps across them and organizes a 77‑person Cloud Center of Excellence…
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Tower of Babel: Making Apache Spark, Kubeflow, and Kubernetes Play NiceHolden Karau36m
Uses Apache Spark + Mahout to run a distributed SVD that lets denoising avoid a single-node 500 GB RAM requirement, reads DICOM CT lungs from S3 into PVCs and…
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Accelerating High-Performance Machine Learning at Scale i...Alejandro Saucedo, Elena Neroslavskaya36m
Deploys Distil GPT-2 from the Hugging Face hub, converts it to a quantized ONNX artifact with Optimum, and serves it locally with MLServer before scheduling…
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How Cookpad Leverages Triton Inference Server To Boost Their Model S...Jose Navarro, Prayana Galih32m
Cookpad converts PyTorch models into a Triton-ready package, uploads the directory to S3, and deploys via CI/CD so multiple models run concurrently on one GPU…
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Improving GPU Utilization using KubernetesMaulin Patel, Pradeep Venkatachalam38m
Google Kubernetes Engine adds two concrete GPU-sharing features: time sharing (context-switched slices, configurable e.g. up to 10 shared nvidia.com/gpu…
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Unlimited Data Science Libraries, One Container Image, No Insta...Guillaume Moutier, Kenneth Hoste41m
Kubernetes hosts a read-only shared rocks volume that provides thousands of prebuilt scientific packages via environment modules so notebook and RStudio pods…
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Scaling Open Source ML: How Wolt Uses K8s To Deliver Great Food to Mill...Stephen Batifol, Ed Shee33m
Wolt runs an end-to-end MLOps platform on Kubernetes serving ML for 12M+ users, integrating Flyte for orchestration, MLflow autolog for experiment tracking…
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Supporting Long-Lived Pods Using a Simple Kubernetes WebhookClément Labbe30m
A lightweight Go admission webhook (simple-kubernetes-webhook) injects tolerations for a per-pod lifespan remaining value (user-set up to seven days) and a…
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Confidential Containers ExplainedJames Magowan, Samuel Ortiz38m
Project is a CNCF sandbox that runs Kubernetes pods inside per-pod confidential VMs (Kata-like runtime) using TEEs such as AMD SEV, Intel TDX/SGX and IBM SE…
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Building Digital Twins for DFDS With Crossplane and KubernetesTobias Andersen, Matthias Lübken38m
DFDS prototypes a Kubernetes-based digital twin platform that composes IoT sensors into prototypes, instances and aggregates using Crossplane and CRDs, tying a…
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Network-aware Scheduling in KubernetesJosé Santos36m
Framework implements two controllers and three scheduler plugins plus a netperf feeder and uses Calico bandwidth CNI to treat bandwidth as an extended…
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Kubernetes is Your Platform: Design Patterns For Extens...Rafael Fernández López, Fabrizio Pandini31m
Provides concrete patterns and tradeoffs for making controllers extensible, drawn from Cluster API and Kubewarden experience: use multiple controllers with…
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Building a Nodeless Kubernetes PlatformWilliam Denniss40m
Google builds a “nodeless” mode called GKE Autopilot that keeps real node objects visible but removes the VM API, uses cluster autoscaler and node…
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K8s and Active Directory Can Be Friends! How to Use Dex to Bridge the GapOnkar Bhat01h 07m
Shows a concrete path to keep Active Directory auth when moving apps to Kubernetes by deploying OpenLDAP as an AD stand‑in, installing Dex as an OIDC bridge…
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Intro to Kubernetes, GitOps, and Observability Hands-On TutorialJoaquin Rodriguez, Tiffany Wang01h 17m
Hands-on deploy of a containerized .NET imdb app to a k3d cluster using GitHub Codespaces, with kubectl and K9s for inspection, FluxCD for FluxCD reconciling…
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The CRDs that Broke the Camel's BackAlper Rifat Ulucinar37m
Installing ~2,000 CRDs causes two failures: client-side discovery hits a token‑bucket limiter (default burst 300, rate 50 qps; older bug used 100/5) so…
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Getting the Optimal Service Efficiency That Autoscalers Won’t Give YouMauro Pessina37m
An AI-driven, iterative optimizer applies Kubernetes and JVM settings, runs JMeter load tests, collects KPIs via Elastic APM, and uses reinforcement learning…
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Autoscaling Kubernetes Deployments: A (Mostly) Practical GuideNatalie Serrino35m
Covers cluster autoscaler, vertical and horizontal pod autoscalers with concrete knobs: min/max replicas, stabilization windows, and step caps; shows HPA…
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Working your Cluster: Smarter Scheduling Decisions for Your Work...Madalina Lazar, Denisio Togashi34m
An extender called Telemetry Aware Scheduler uses real node telemetry to filter and score nodes (not just CPU/memory), supporting multi‑metric rules and…
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How Lombard Odier Deployed VPA to Increase Resource Usage EfficiencyVincent Sevel34m
Lombard Odier deploys the Kubernetes Vertical Pod Autoscaler via an OpenShift operator across multiple clusters (1300–1400 pods today, planning ~20,000) to…
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OSS Docs and How to Scale Them: Common Themes From the CNCF EcosystemCeleste Horgan36m
CNCF data shows a three-person docs team supports 140+ projects and large projects like Kubernetes have ~400 pages per language, so documentation needs differ…
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Good Governance Practices for CNCF ProjectsDawn M Foster35m
CNCF provides ready-to-use templates (maintainer, contributor ladder, reviewing, subprojects) and expects projects to document roles, processes and security…
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The Risks of Single Maintainer DependenciesJohn McBride40m
Cobra is a Go CLI library with ~26,000 GitHub stars and ~900 commits that ships in Kubernetes, Helm, Etcd, Istio, Linkerd and more; one person currently signs…
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Multi-cluster Failover Using LinkerdCharles Pretzer01h 31m
Walks through a hands‑on setup: two Kubernetes clusters (east/west) each run Linkerd control planes in HA (3 replicas), install Linkerd multi-cluster (gateway…
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Automated Progressive Delivery Using GitOps and Service MeshYasen Simeonov, Henrik Blixt36m
Intuit shows an automated progressive delivery pipeline combining Argo Rollouts with an Envoy/istio service mesh, deployed across ~230 clusters and >7 million…
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Prow! Leveraging Developer-Centric CI for Your OSS Project!Nabarun Pal, Arsh Sharma36m
Prow is a Kubernetes-native CI that runs tests as Kubernetes pods by creating a prowjob CRD (hook → trigger → prowjob → plank → pod → cryer → GitHub status)…
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Public Technical Oversight Committee (TOC) MeetingChris Aniszczyk39m
Meeting lists the 11-member TOC, explains project stages as sandbox -> incubation -> graduation, and says the CNCF hosts about 128 projects. Submission to…
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Kubernetes for Mac: How to Consume Shiny AWS Mac Shapes for iOS BuildsMadhuri Yechuri, Zach Gray37m
Evaluates running iOS builds on AWS mac1.metal by comparing manual EC2 orchestration to Kubernetes-managed fleets, using Flare.build for Bazel remote execution…
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Effective Disaster Recovery: The Day We Deleted ProductionRick Spencer, Wojciech Kocjan37m
A one-line config change in an Argo CD app-of-apps setup where auto-sync plus prune ran against a name-collision one-line typo caused prune deleted a…
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West Side CD: The Deployment Ballet Goes OnBenoit Moussaud32m
Cartographer claims to replace centralized CI/CD orchestration with a Kubernetes-native choreography that wires reusable CRDs into supply chains; it provides…
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Emissary-ingress: Intro and Deep DiveFlynn, Luke Shumaker, Alice Wasko30m
An Envoy‑based Kubernetes API gateway that focuses on developer‑centric self‑service routing and centralized auth, rate‑limit and observability, with…
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Real World SPIFFE Scenarios and OutcomesAndres Vega, Frederick Kautz49m
SPIFFE provides short‑lived X.509 workload identity with one-hour certificates and automated rotation, implemented by SPIRE and consumed by Envoy, Istio and…
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Maintainers, Project Services and CNCFAmye Scarvada Perrin, Jeffrey Sica38m
Outlines the CNCF project path and concrete services: projects apply as sandbox → incubating → graduating with TOC due diligence and tag liaisons…
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Kubernetes Event-driven Autoscaling with KEDAZbynek Roubalik, Jorge Turrado37m
KEDA provides event-driven autoscaling by adding a ScaleObject CRD that creates an HPA per ScaleObject and runs an operator that handles zero→one while HPA…
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Falco to Pluginfinity and BeyondLeonardo Grasso, Jason Dellaluce23m
Falco now ships a new plugin system (a year in the making) that loads dynamic shared libraries to add event sources, fields and rule hooks at runtime; a…
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Create Your First CNCF Serverless Workflow Project with Kogito and Kna...Ricardo Zanini Fernandes35m
Shows how to use Kogito + Quarkus to author a CNCF Serverless Workflow (YAML/JSON) that creates a REST microservice, calls an external service via OpenAPI…
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Trampoline Pods: Node to Admin PrivEsc Built Into Popular K8s Plat...Yuval Avrahami, Shaul Ben Hai38m
Research shows popular K8s platforms initially ship powerful daemonset trampoline pods on 62.5% of distributions; after disclosure that drops to 25%. Attack…
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How Attackers Use Exposed Prometheus Server to Exploit...David de Torres Huerta, Miguel Hernández22m
Exposed Prometheus servers let attackers enumerate cloud provider, AZ, VPC, node MACs, kernel versions, container image names/tags and registries…
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The Hitchhiker's Guide to Pod SecurityLachlan Evenson31m
Built‑in Pod Security admission is beta in 1.23 and evaluates Pod specs against three standards — privileged, baseline, restricted — applied per namespace via…
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containerd: Project Update and Deep DiveDerek McGowan21m
Kubernetes deprecation of dockershim around 1.24 drives many new users to containerd and adoption of nerdctl spikes. Releases: 1.5 remains widely supported…
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Overview and State of KnativeMauricio Salatino, Carlos Santana38m
Knative reports a stable serving API (v1.0+) and recent CNCF incubation with clear modules: Serving, Eventing and a Functions developer UX. The func CLI…
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It’s All for the Users. More Durable, Secure, and Pluggable. KubeVirt v0.53Alice Frosi36m
KubeVirt v0.53 adds concrete, production-ready features: automated mediated-device vGPU slicing and SR-IOV affinity, unprivileged VMs and initial TPM/SEV…
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Releasing Kubernetes Less Often and More Secure – The SIG Release UpdateAdolfo García Veytia, Carlos Panato, Sascha Grunert, Stephen Augustus19m
SIG Release reduces cadence from four to three releases per year after a community survey, reinstates automated fast‑forwarding of release branches to avoid…
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Keynote: Welcome + Opening RemarksPriyanka Sharma51m
Opening remarks report real numbers and concrete actions: 7,000 in-person and 10,000 virtual attendees, 128 CNCF projects (up from 114 six months ago), and…
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SIG Auth Deep DiveMargo Crawford, Mike Danese36m
SIG Auth updates include Pod Security Admission GA (1.25) and removal of PodSecurityPolicy, certificates API and token requests reaching GA, and the…
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Scaling Databases with VitessHarshit Gangal, Manan Gupta41m
Vitess provides horizontal sharding for MySQL and shows a live migration path: the demo uses the move_tables command plus a vtgate/vttablet sidecar and a…
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Distributing Supply Chain Artifacts with OCI & ORAS ArtifactsSteve Lasker40m
Shows how existing OCI registries store images plus SBOMs, detached signatures and scan results by adding a manifest type and a subject link so an SBOM…
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Story of Correlation: Integrating Thanos Metrics with Observabi...Bartłomiej Płotka, Kemal Akkoyun33m
Thanos extends Prometheus with horizontal, highly available storage and a Store API used to stitch metrics into a global view; the project reports ~400…
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Been There, Done That: Tales of Burnout from the Open Source W...Savitha Raghunathan, Divya Mohan41m
Personal accounts show burnout from juggling Kubernetes SIG Docs, SIG Release and Litmus Chaos duties alongside day jobs, internships like Google Season of…
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Does Green Software need Open Hardware?Cliff Grossner, Kate Mulhall, Dinesh Marjrekar01h 01m
Open Compute Project shows concrete work: an open telemetry-aware scheduler, a GPU-aware scheduler and an open power manager (next release adds P-state/C-state…
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