~/talks

Ricardo Aravena

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In AI We Trust? Securing the Future, One Agent at a TimeOpen Source SecurityCon North America 20252025-11-10
Core cloud‑native controls apply but require extension: examples include using workload identity and JWT delegation (an RFC exists), enforcing zero trust is…
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Unlocking Scalable Distributed Training With Arrow Data Cache on KubernetesAI_dev Europe 20252025-08-28
An Arrow-based cache sits between object storage and training, decoupling preprocessing and serving columnar batches with zero-copy Arrow Flight so…
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Discover CNCF TAG Runtime: Advancing Cloud-Native Innovation from AI to EdgeKubeCon + CloudNativeCon Europe 20252025-04-01
Covers concrete outputs and near-term plans: CDI spec 1.0 released for device exposure in containers, OCI runtime and network interface work proceeding, and…
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Panel: Beyond the Clouds: Charting the Course for AI in the CloudNative WorldCloud Native AI Day Europe 20242024-03-19
CNCF working group releases a white paper (≈20 pages) and commits to a targeted reference architecture and a CloudNative AI landscape that uses OCI registries…
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The Power of RAG at Scale: A Year of Explosive Growth and Observab...AI.dev: Open Source GenAI & ML Summit North America 20232023-12-12
Claims that Retrieval-Augmented Generation reduces hallucinations but still fails when retrieval returns mixed records are illustrated with a concrete error…
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CNCF TAG-Runtime: Cloud Native Open...KubeCon + CloudNativeCon Europe 20222022-05-16
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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Simplify your postmortems and focus on scalingLeadDev New York 20222022-04-05
Advocates a concrete process: templatize and bookmark the page so every postmortem uses the same sections, schedule within three to five days after incidents…
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TAG-Runtime: The Open Source Workload EcosystemKubeCon + CloudNativeCon + Open Source Summit China 20212021-12-09
Don’t miss out! Join us at our next event: KubeCon + CloudNativeCon Europe 2022 in Valencia, Spain from May 17-20. Learn more at https://kubecon.io The…
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CNCF TAG-Runtime: What's Next in Cloud Native Workloads?KubeCon + CloudNativeCon North America 20212021-10-11
CNCF TAG-Runtime coordinates work on runtimes and workload tooling, holds public meetings the first and third Thursday of each month, and liaisons with the…
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CNCF SIG-Runtime: The Cloud Native Runtimes OutlookKubeCon + CloudNativeCon Europe 20212021-05-04
SIG-Runtime coordinates admission, outreach and education for execution layers and now tracks containers, VMs and WebAssembly across CNCF; it meets biweekly…
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Intro: CNCF SIG-RuntimeKubeCon + CloudNativeCon North America 2020 Virtual2020-11-17
SIG-Runtime catalogs concrete projects and working artifacts: container device interface (CDI) is a unified device plugin spec built on CNI with two POCs…
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End-Users Won't Even Notice, Painless Kubernetes UpgradesAll Things Open 20202020-10-19
Claim: moving to side-by-side clusters lets upgrades happen with near zero downtime by creating a 1.19 green alongside a 1.18 blue and switching traffic after…
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Adventures in Production with GitOps, Secure Pipelines & Compliance - Brandon Lum & Ricardo AravenaKubernetes Forum Sydney 20192019-12-12
A concrete pipeline shows GitOps with security wired in: a Tekton CI on a local cluster clones a Flask repo, runs Python Safety static checks, builds a…
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Adventures in Production with GitOps, Secure Pipelines & ComplianceKubernetes Forum Seoul 20192019-12-09
A Tekton pipeline on Minikube builds a Python Flask app, running python-safety and hadolint, containerizes it, runs a Trivy image scan, then encrypts the image…
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Let Your Software Supply Chain Ride with Kubernetes CI/CDLISA192019-10-28
Practical survey of Kubernetes CI/CD that names the exact tools used, the gaps found, and concrete hardening steps: real production setup running Jenkins…
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What's Up With All The Different Container Runtimes? - Ricardo Aravena, Branch MetricsKubeCon + CloudNativeCon Europe 20182018-05-02
Explains why Kubernetes' CRI drives a spike in runtimes and gives concrete tradeoffs: Branch runs containerized APIs at 60–70k requests/sec and uses Mesos for…
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