Serverless & Microservices Epic Fails!

Serverless & Microservices Epic Fails!

Challenges in High Scale Streaming Monitoring: • Setting up a tool to monitor streams for perceptual quality issues • Realizing the high cost and scaling bottlenecks while onboarding more streams Moving from Distributed to Monolith Architecture: • Identifying distributed systems overhead as a challenge with scaling limits and cost • Transitioning to a monolith application to simplify orchestration and reduce costs Addressing Scaling Bottlenecks: • Rearchitecting infrastructure to pack components into a single process • Migrating to a new architecture to reuse code and vertically scale detectors Deploying More Detectors for Service Scaling: • Cloning the service and parametrizing copies with different subsets of detectors • Implementing a lightweight orchestration layer for distributing customer requests Results and Takeaways: • Reducing infrastructure costs by over 90% by moving to a monolith • Improving scaling capabilities to handle thousands of streams and optimize costs Innovations with High Scale Monitoring: • Replicating a media conversion process closer to detectors for better monitoring • Monitoring all streams to enhance quality and customer experience Amélie Werner's Leadership and Innovation: • Empowering colleagues through the redesign of user experience at Prime Video • Embracing Amazon's Leadership Principles while prioritizing team for customer innovation

Episoder(127)

Big Cloud's Default Trap: How Apple, AWS, Google, and Microsoft Capture Your Data

Big Cloud's Default Trap: How Apple, AWS, Google, and Microsoft Capture Your Data

Big Tech says it's "backup," "sync," and "convenience"—but what happens when your computer quietly starts moving your personal files into the cloud by default? In this episode, David Linthicum breaks ...

15 Jan 17min

Why Serverless Is Just Lock-In with Better Branding

Why Serverless Is Just Lock-In with Better Branding

Serverless is marketed as "no servers, no ops, just code"—but that convenience hides a deeper tradeoff: long-term freedom. In this video, I break down how platforms like AWS Lambda, Google Cloud Funct...

12 Jan 8min

The AI Native Cloud Trap: How AWS, Azure & Google Lock You In

The AI Native Cloud Trap: How AWS, Azure & Google Lock You In

Cloud providers are quietly rebuilding their platforms around generative AI—and dragging you along for the ride. In this episode of Cloud Computing Insider, Dave breaks down how AWS, Azure, and Google...

5 Jan 13min

RIP Cloud Computing Centers of Excellence (CCoE)

RIP Cloud Computing Centers of Excellence (CCoE)

Cloud Centers of Excellence were supposed to save your cloud strategy—yet in most enterprises, they've become the single biggest bottleneck. In this video, David Linthicum takes a brutally honest look...

29 Des 202512min

Cloud News 2025: What Actually Mattered

Cloud News 2025: What Actually Mattered

In his "Cloud Computing Year in Review," David Linthicum offers a clear, opinionated look at how the cloud landscape has actually changed versus what was just hype. He situates these developments with...

26 Des 202511min

Somebody Is Lying About Agentic AI Adoption—and You're Paying for It

Somebody Is Lying About Agentic AI Adoption—and You're Paying for It

This video takes a hard look at the messy truth behind agentic AI in the enterprise — and why it feels like someone is lying to you. On one side, big tech vendors, cloud providers, and global consulta...

22 Des 202516min

Inside the Mind of a Cloud Hero: Sebastian's Strategic Repatriation

Inside the Mind of a Cloud Hero: Sebastian's Strategic Repatriation

In this compelling video conversation, David Linthicum sits down with Sebastian Mondragon, CEO of Particula Tech, to explore the practical journey of repatriating enterprise workloads from public clou...

18 Des 202514min

Ask Linthicum: No-Bull Cloud Q&A

Ask Linthicum: No-Bull Cloud Q&A

Step into the heart of cloud computing as industry legend David Linthicum takes the hot seat on a special Q&A episode of The Cloud Computing Insider podcast. In this no-holds-barred session, David pul...

15 Des 202517min

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