Episode 44 — Deploying Containers with GKE and Cloud Run

Episode 44 — Deploying Containers with GKE and Cloud Run

Author: Jason Edwards October 19, 2025 Duration: 10:34

Google Kubernetes Engine, known as GKE, and Cloud Run represent two leading ways to deploy containers on Google Cloud. This episode explains their roles, differences, and decision factors—core knowledge for the Google Cloud Digital Leader exam. GKE is a managed Kubernetes service that offers deep control over container orchestration, networking, and scaling, ideal for teams with DevOps expertise. Cloud Run abstracts that complexity, running containers fully managed and automatically scaling with demand. Both support portability, resilience, and consistent environments across development and production.

We examine examples such as global e-commerce sites using GKE for complex microservice meshes, while smaller teams use Cloud Run for rapid delivery without managing clusters. The exam may present scenarios contrasting operational overhead versus flexibility, testing reasoning about trade-offs rather than configuration detail. Recognizing that Cloud Run suits simplicity and GKE supports customization ensures you can align architecture decisions with organizational maturity. Produced by BareMetalCyber.com, where you’ll find more cyber audio courses, books, and information to strengthen your educational path. Also, if you want to stay up to date with the latest news, visit DailyCyber.News for a newsletter you can use, and a daily podcast you can commute with.


Jason Edwards guides you through the foundational concepts needed to understand Google Cloud's role in modern business with Certified: Google Cloud Digital Leader Audio Course. This isn't just a series of lectures; it's a structured audio course built for busy professionals who want to grasp the intersection of technology, strategy, and business transformation. You'll find each episode focuses on a specific domain from the official exam guide, transforming complex topics like cloud infrastructure, data analytics, and the principles of digital transformation into clear, practical lessons. The entire podcast is designed for auditory learning, allowing you to turn commute time or a walk into a productive study session. Whether you're aiming for the certification or simply need to speak confidently about cloud solutions in your role, this audio course delivers the core knowledge in a flexible format. Listen for a thorough exploration of how Google Cloud technologies drive innovation and solve real-world business challenges, all through detailed explanations and practical context that build upon each other throughout the series.
Author: Language: English Episodes: 65

Certified: Google Cloud Digital Leader Audio Course
Podcast Episodes
Episode 23 — BigQuery Fundamentals and Use Cases [not-audio_url] [/not-audio_url]

Duration: 10:39
BigQuery serves as Google Cloud’s fully managed, serverless data warehouse designed to analyze massive datasets quickly and cost-effectively. This episode introduces its architecture and practical relevance to business t…
Episode 22 — Picking the Right Data Store on GCP [not-audio_url] [/not-audio_url]

Duration: 10:23
Selecting the correct storage service is essential for balancing performance, scalability, and cost. This episode focuses on how to choose among Google Cloud’s various data storage options, a skill directly tested in the…
Episode 21 — Data Governance Essentials [not-audio_url] [/not-audio_url]

Duration: 10:19
Data governance defines the framework through which organizations manage the availability, usability, integrity, and security of their data assets. This episode explains how governance underpins every stage of the data l…
Episode 20 — Unlocking Value in Unstructured Data [not-audio_url] [/not-audio_url]

Duration: 10:34
Unstructured data—text, images, audio, and video—represents most of the world’s digital information, yet it often remains underutilized. This episode explores how Google Cloud technologies help organizations capture, ana…
Episode 19 — Data Warehouses vs Lakes vs Databases [not-audio_url] [/not-audio_url]

Duration: 10:32
Cloud environments provide multiple ways to store and process data, each optimized for specific use cases. This episode clarifies the distinctions between databases, data warehouses, and data lakes—terminology frequently…
Episode 18 — The Value of Data in the Business [not-audio_url] [/not-audio_url]

Duration: 10:43
Data has evolved from a byproduct of operations into a primary business asset. This episode explores why understanding data’s strategic value is essential for the Google Cloud Digital Leader exam and for effective digita…
Episode 17 — Shared Responsibility: Who Does What [not-audio_url] [/not-audio_url]

Duration: 9:47
The shared responsibility model defines how security and management duties are divided between a cloud provider and the customer. This principle appears repeatedly throughout the Google Cloud Digital Leader exam because…
Episode 16 — IaaS, PaaS, SaaS: What to Use When [not-audio_url] [/not-audio_url]

Duration: 10:01
Understanding service models is central to both cloud strategy and the Google Cloud Digital Leader exam. This episode breaks down Infrastructure as a Service, Platform as a Service, and Software as a Service—commonly kno…
Episode 15 — Global Infra 101: Regions, Zones, Network [not-audio_url] [/not-audio_url]

Duration: 10:01
At the foundation of Google Cloud lies a vast global infrastructure designed for reliability, speed, and scalability. This episode introduces the physical and logical components that make up that infrastructure—regions,…
Episode 14 — Choosing Private, Hybrid, or Multicloud [not-audio_url] [/not-audio_url]

Duration: 10:08
Choosing the right cloud deployment model is a strategic decision influenced by security, compliance, performance, and governance requirements. This episode helps learners distinguish between private, hybrid, and multicl…