~/talks

Saiyam Pathak

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Is Your Kubernetes Disaster Recovery Actually Ready?KubeCon + CloudNativeCon Japan 20262026-07-29
68% of organizations report data loss last year with an average cost of $4.5M and fewer than one third can answer Kubernetes DR specifics. Demos use Velero +…
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Keynote: From Platforms to AI Factories. Has Kubernetes Solved It?KubeCon + CloudNativeCon India 20262026-06-18
Claims that Kubernetes plus CNCF tools already run an AI factory: HAMi slices a Blackwell GPU into multiple memory-budgeted devices so one physical GPU serves…
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From Noise To Signal: Building Smart Observability Pipelines With OpenTelemetryOpen Source Summit India 20262026-06-16
Live demo builds an OpenTelemetry pipeline that enriches Kubelet metrics with deployment and image labels, filters out readiness/health-check traces with OTTL…
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Bridging the Local Kubernetes Gap for...Platform Engineering Day Europe 20262026-03-23
vCluster in Docker (wind) provides a local Kubernetes that actually mirrors platform needs: it gives inbuilt load balancer support, a platform UI and a demoed…
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Sponsored Keynote: AI-Ready Platforms: Scaling Teams Without Scaling CostsPlatform Engineering Day North America 20252025-11-10
Platform engineers face GPU scarcity, noisy-neighbor etcd limits (example: a team creating 3,000 secrets starving others), and costly per-team clusters. The…
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Keynote: From Outage To Observability: Lessons From a Kubernetes...KubeCon + CloudNativeCon India 20252025-08-06
A Kubernetes CI/CD job spikes to 2,000 pods and overloads the control plane, exposing missing correlation in logs and no tenant isolation. The remediation…
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A Huge Cluster or Multi-Clusters? Identifying the BottleneckKubeCon + CloudNativeCon Europe 20252025-04-01
Compares concrete limits and fixes: tested guidance for 5,000+ node clusters, Google’s 65,000-node demo, ByteDance’s Kubebrain at 20k, and when to split into…
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Running AI workloads with WASM - is it production ready? [Panel]Wasm I/O 20252025-03-27
Wasm is framed as a practical inference layer: a write-once run-anywhere runtime that abstracts GPU drivers and model formats, delivers compact footprint…
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Privacy First: Building LLM-Powered Web Apps with client side WASMWasm I/O 20252025-03-27
Demonstrates a complete on‑device LLM pipeline: quantize and compile models to run in‑browser, ingest PDFs, embed text into a local vectorstore, and perform…
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Exploring the Landscape for Open Telemetry for WasmWasmCon 20242024-11-11
Overview of how OpenTelemetry is actually collected for Wasm: current implementations rely on runtime/host instrumentation (wasmCloud, Spin, Fastly) or tooling…
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Keynote: Supply Chain Security in 2024KCD Hyderabad 20242024-06-22
Supply chain attacks rise sharply — a ReversingLabs timeline shows a 1300% increase in certain supply-chain incidents in 2023, with high-profile compromises…
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The Kubernetes Hunger Games: Distro Performance in the EdgeKubernetes on Edge Day Europe 20242024-03-19
Benchmarks run on single-node 1 CPU / 2 GB Ubuntu 22.04 VMs use the Cloud‑Bulldozer Benchmark Operator plus iperf, CIS bench, stress, K‑bench (fio) and report…
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Keynote: Cloud Native Sustainability - How You Can Help Right Now!KubeDay India 20232023-12-08
Claims that IT emissions rise from 2% today to ~12% by 2040, and shows concrete tooling and results: Kepler (eBPF → ML) per‑pod carbon metrics captures…
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Keynote: Welcome + Opening RemarksKCD Mumbai 20232023-06-17
Welcome and housekeeping for a CNCF Kubernetes Community Day: a short code of conduct and contact email, sponsors listed, and logistics (workshops are in a…
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The nuts and bolts of WebAssembly's component modelKCD Mumbai 20232023-06-17
Explains that a WebAssembly component is a collection of modules with a defined world (inputs/exports described in wit), plus how runtimes execute components…
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Containers vs. WebAssembly: What's the Difference and Which Should I Use?Wasm I/O 20232023-03-23
Wasm claims secure memory isolation, portability, and milliseconds to nanoseconds cold-starts and coexists with containers rather than immediately replacing…
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Secure and Debuggable: Debugging Slim, Scratch and Distroless Kubernetes ContainersKubeDay Japan 20222022-12-07
Ephemeral Containers GA (Kubernetes 1.25) enables live debugging of scratch, distroless and slim app images without rebuilding them. Demonstrations use kubectl…
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True GitOps Using Crossplane & ArgoCDContainerCon @ Open Source Summit Japan 20222022-12-05
Demo shows a Civo Kubernetes cluster spun up, Helm installs Crossplane, a Civo provider and secret get applied, GitHub Actions builds and pushes an image and…
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A Mini-PaaS for Developers With WaypointHashiConf Global 20222022-10-04
Waypoint provides a Heroku-like internal PaaS workflow that turns a repo and a waypoint.hcl into a runnable app with a single waypoint up command. The demo…
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Introduction to ArgoCDKubernetes Community Days Africa 20222022-07-07
Live demo shows Argo CD deployed on a Civo Kubernetes cluster, watching a GitHub repo where GitHub Actions builds a Flask image, tags it with the commit SHA…
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GitOps SimplifiedKubernetes Community Days Chennai 20222022-06-03
GitOps puts every desired cluster and app manifest in git and shows two implementations: Flux v2 source-controller with image-reflector and automation…
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Cloud Native Chaos Engineering with Lit...KubeCon + CloudNativeCon Europe 20222022-05-16
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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A Waypoint 0.7 Deep DiveHashiTalks 20222022-02-17
Waypoint 0.7 shows a concrete pipeline: a single waypoint.hcl single-file defines build, deploy, release; a single command waypoint up triggers a Cloud Native…
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