Spotlight

Building a PCI-DSS compliant GKE framework for financial institutions

Mohamed Rasvi

This tutorial explains how to build a PCI-DSS focused GKE security framework using Workload Identity, Secret Manager, NetworkPolicy, zero trust networking, Binary Authorization, audit logging, and secure access patterns.

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Tools and utilities

  • Okteto: Kubernetes Development Platform

    Okteto is a development platform that creates production-like Kubernetes environments with live code sync, allowing developers to code directly in clusters without local setup or Docker builds.

  • Reloader: controller to watch changes and restart

    Reloader is a Kubernetes controller that monitors changes in ConfigMap and Secrets and triggers rolling upgrades on Pods with their associated Deployment, StatefulSet or DaemonSet.

  • KubeGUI: Kubernetes admin UI

    KubeGUI is a desktop application that provides a graphical interface for managing Kubernetes clusters with resource visualization and management capabilities.

  • Sunny0826/kubecm

    KubeCM is a command-line tool that simplifies Kubernetes context management by allowing users to switch between clusters and namespaces with a single command.

  • RBAC overview — an OpenShift console plugin

    This tutorial shows how to use the RBAC Overview OpenShift console plugin to audit users, service accounts, role bindings, cluster admins, and SCC access.

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1 Million Tokens Per Second on Kubernetes
1 Million Tokens Per Second on Kubernetes

GPU inference throughput depends on more than accelerator generation or count.

Memory bandwidth, model parallelism, cache configuration, and the load generator itself all influence measured throughput.

Federico Iezzi, Customer Engineer at Google Cloud, explains how his team achieved 1 million output tokens per second using Qwen 3.5 27B, vLLM, GKE Autopilot, and NVIDIA B200 GPUs.

The discussion covers:

  1. Why memory bandwidth limits decode performance
  2. How Federico chose between tensor and data parallelism
  3. What changed after enabling multi-token prediction and reducing the KV cache footprint with FP8 quantization.

Learn from production

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Matching jobs

    • DevOps Engineer with Mark43

    • Salary: $155K to $170K a year

    • Location: remote from

    • Tech stack: Kubernetes, Docker, Terraform

    • DevOps Engineer with RobCo

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    • Location: based in the office in Munich, DE

    • Tech stack: Kubernetes, AWS, Go, Python, Terraform, Datadog, Grafana, Prometheus

    • Data Engineer with Beacon Biosignals

    • Salary: $150K to $170K a year

    • Location: remote from

    • Tech stack: Kubernetes, AWS, Helm, Javascript, Python, SQL, Typescript, PostgreSQL, RabbitMQ, Kafka

    • Data Engineer with Dragos, Inc.

    • Salary: $54K to $275K a year

    • Location: remote from

    • Tech stack: Kubernetes, Docker, Go, Python, Rust

    • Data Engineer with Dragos, Inc.

    • Salary: $153K to $253K a year

    • Location: remote from

    • Tech stack: Kubernetes, Docker, Go, Python

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    Kubernetes Community Days Indonesia 2026

    The Call For Paper is open until 31 July 2026 at GMT-4. More info →
    • Location: Bandung, ID

    • In-person conference organized by Cloud Native Indonesia.

    • The conference starts on the 24 October 2026.

    • Apply here
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    AI Coding Summit Berlin

    The Call For Paper is open until 12 August 2026 at GMT-4. More info →
    • Location: Berlin, DE and virtual

    • Online & in-person conference organized by GitNation.

    • The conference starts on the 4 December 2026.

    • Apply here
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    Cloud Native AI Summit Europe

    The Call For Paper is open until 14 August 2026 at GMT-4. More info →
    • Location: Paris, FR

    • In-person conference organized by mate.dev.

    • The conference starts on the 3 December 2026.

    • Apply here
  4. 15

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    Cloud Security Space 2026

    The Call For Paper is open until 15 August 2026 at GMT-4. More info →
    • Location: Buenos Aires, AR

    • In-person conference organized by Cloud Security Space.

    • The conference starts on the 9 October 2026.

    • Apply here
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    Kubernetes Community Days Suisse Romande 2026

    The Call For Paper is open until 16 August 2026 at GMT-4. More info →
    • Location: Geneva, CH

    • In-person conference organized by KCD Suisse Romande.

    • The conference starts on the 9 December 2026.

    • Apply here
  6. 28

    days

    Monster Scale Summit 2027

    The Call For Paper is open until 28 August 2026 at GMT-4. More info →
    • This is a virtual event

    • Online conference organized by ScyllaDB.

    • The conference starts on the 11 March 2027.

    • Apply here
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    days

    Devopsdays Warsaw

    The Call For Paper is open until 30 August 2026 at GMT-4. More info →
    • Location: Warsaw, PL

    • In-person conference organized by Devopsdays.

    • The conference starts on the 23 November 2026.

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