autoscaling
GKE Is Built on Google’s Kubernetes Expertise – So Why is it Still Underutilized?
Google didn’t just adopt Kubernetes. Google created it. More importantly, Google has been able to dogfood Kubernetes at enormous scale for years, giving GKE the benefit of real-world experience from one of ...
Headless WordPress on Kubernetes: A Cloud-Native Setup
WordPress and Kubernetes don’t immediately sound like natural partners. WordPress grew up in the world of fairly traditional web servers, while Kubernetes was designed around containers, distributed workloads, and infrastructure that can ...
When the Scheduler is Full but the Autoscaler Is Not
Docker Swarm autoscaling can look healthy at the VM layer while services remain unschedulable. Effective scaling needs scheduler capacity signals as well as host utilization ...
Six Production Guardrails for Enterprise AI Applications on Kubernetes
Kubernetes is a strong runtime foundation, but production AI also needs controls for slow startup, uneven demand, streaming connections, credentials, telemetry and rollback. A prototype can look healthy with one developer, one ...
Best Strategies for Cloud Native Cost Optimization
The rise of cloud-native technologies—containers, microservices, serverless computing and Kubernetes—has pushed companies to think more carefully about how to control the costs associated with these technologies. As the number of organizations deploying ...
Stop Treating GPUs Like Web Pods
Kubernetes schedules accelerators as opaque integers, and your bill pays for it. Share the silicon, scale on the right signal and keep weights out of the image ...
Stop Wasting GPU Budget: Autoscaling AI Inference on Kubernetes with KEDA
The rush to deploy Large Language Models (LLMs) and generative AI has created a massive infrastructure bottleneck. Platform engineering teams are spinning up expensive GPU node pools on Kubernetes, but they are ...
How to Keep Cloud-Native Applications Running During DDoS-Scale Traffic Surges
Prepare your cloud-native apps for chaos! Discover essential strategies to handle traffic surges, from resilient architecture to real-time monitoring, ensuring your applications thrive under pressure ...
Kubernetes v1.35 Arrived, Right On Workload-Aware Schedule
Discover the latest enhancements in Kubernetes workload scheduling, including the Workload API and gang scheduling features aimed at optimizing application performance and management ...
Closer to Serverless for Databases on Kubernetes
Running stateful elements like databases on Kubernetes has led to new and unique challenges and opportunities, particularly in autoscaling ...
