Resource Allocation | Hokstad Consulting

VPA Best Practices for Kubernetes Clusters

DevOps Management Cloud Optimization Resource Allocation

VPA best practices for Kubernetes: install, modes, resource policies, monitoring, and integrating with HPA/Cluster Autoscaler to reduce waste and stabilise workloads.

AI in Multi-Cloud Resource Optimisation

Cloud Optimization Cost Management Resource Allocation

AI reduces multi‑cloud costs, automates rightsizing and governance, and boosts performance with predictive scaling and unified workload orchestration.

Kubernetes Preemption: Risks and Best Practices

DevOps Management Data Protection Resource Allocation

Manage Kubernetes preemption risks—misconfigured priorities, affinity deadlocks and abrupt terminations—and use PriorityClasses, PDBs, ResourceQuotas and monitoring.

How to Track Idle Cloud Resources

Cloud Optimization Automation Resource Allocation

Practical steps to find and manage idle cloud resources — tagging, monitoring, automation and audits to reduce waste and lower cloud costs.

How to Design Energy-Efficient Hybrid Cloud Systems

Cloud Optimization Automation Resource Allocation

Practical steps to cut energy use in hybrid cloud: audit resources, right-size workloads, use efficient hardware and cooling, and automate monitoring and scaling.

Multi-Tenant CI/CD Cost Allocation: Challenges and Solutions

DevOps Management Cost Management Resource Allocation

Practical strategies and tools to accurately attribute shared CI/CD costs in multi-tenant Kubernetes setups, covering tagging, dashboards and tenancy models.

AI in Kubernetes Monitoring: Risks and Benefits

DevOps Management Automation Resource Allocation

AI shifts Kubernetes monitoring from reactive noise to proactive, predictive observability—improving detection and efficiency but requiring extra compute and specialist skills.

Tuning Big Data Workloads for Cost Efficiency

Cloud Optimization Cost Management Resource Allocation

Cut big data cloud costs by rightsizing, auto-scaling, Spot instances, containerisation and FinOps — save up to 70% without hurting performance.

Rightsizing Kubernetes Resources: Best Practices

Cloud Optimization DevOps Management Resource Allocation

Configure accurate CPU and memory requests and limits, monitor usage with kubectl/Prometheus/Grafana, and use VPA and Cluster Autoscaler to reduce costs and avoid OOMs.

Native vs Third-Party Tools for Cost Monitoring

Cloud Optimization Cost Management Resource Allocation

Compare native cloud cost tools and third-party platforms for single‑cloud, multi‑cloud and Kubernetes; pros, cons, ROI and when each makes sense.

Vertical Scaling in Multi-Cluster CI/CD Pipelines

DevOps Management Cost Management Resource Allocation

Vertical scaling with VPA optimises multi-cluster CI/CD by right‑sizing CPU and memory to cut costs and speed up deployments.

AI Tools for Kubernetes Cost Optimisation

Cloud Optimization Cost Management Resource Allocation

AI tools cut Kubernetes costs by automating rightsizing, autoscaling, spot-instance management and multi‑cloud visibility to reduce waste and lower cloud bills.