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Case Study

K8s AutoScale

Auto-scaling cluster setup for high traffic.

Client

StreamMedia

Category

cloud

99.99% Uptime

Key Outcome

About The Project

The Brief

StreamMedia is a high-traffic news portal that experiences massive spikes in viewership during breaking news events. They needed an infrastructure that wouldn't crash under pressure.

The Challenge

Navigating Complexity

The site frequently crashed when breaking news drove sudden traffic, damaging reputation and ad revenue. Manual scaling was too slow, and over-provisioning was wasteful.

Our Solution

Engineered for Scale

We implemented a GKE cluster with Horizontal Pod Autoscaling (HPA) and Cluster Autoscaling. The system monitors traffic in real-time and spins up new nodes instantly as needed.

Solution Visual
The Engine Room

Technologies Deployed

The precise tech stack engineered to deliver this solution.

Google Cloud
Google Cloud

Google Cloud offers data-driven and AI-focused cloud services.

Key Benefits:
AI First: Advanced ML services.
Performance: High-speed infrastructure.
Scalability: Global reach.

Kubernetes
Kubernetes

Kubernetes automates container deployment and scaling.

Key Benefits:
Orchestration: Manages complex clusters.
Scaling: Auto-scales traffic.
Self-healing: Restarts failed containers.
Cloud Native: Standard for cloud apps.

Helm
Helm

Helm is a package manager for Kubernetes that simplifies application deployment, versioning, and configuration using reusable charts.

Key Benefits:
Kubernetes Packaging: Manages complex Kubernetes manifests as a single unit.
Version Control: Enables easy upgrades, rollbacks, and release management.
Reusability: Uses templated charts for consistent deployments across environments.
Operational Efficiency: Reduces manual effort and errors in Kubernetes deployments.

Prometheus
Prometheus

Prometheus is a monitoring system and time-series database.

Key Benefits:
Monitoring: Tracks AI infrastructure health.
Metrics: Reliable data collection.
Alerting: Intelligent thresholds.

The Impact

Delivering Tangible ROI

The site now handles 100x traffic spikes automatically without human intervention. Uptime has remained at 99.99% through major global news events.

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