Resource Allocation | Hokstad Consulting

Vertical vs. Horizontal Scaling in Private Clouds

January 15, 2026 Cloud Optimization DevOps Management Resource Allocation

Compare scale-up and scale-out in private clouds — pros, limits, costs and when to use vertical, horizontal or a hybrid approach.

Edge and Multi-Region: Autoscaling Strategies

January 15, 2026 Cloud Optimization DevOps Management Resource Allocation

Hybrid autoscaling is essential for edge and multi-region systems—combine predictive forecasts with reactive triggers to cut downtime and meet strict SLAs.

Cost-Aware Autoscaling for AI Workloads

January 13, 2026 Cloud Optimization Cost Management Resource Allocation

Tie AI autoscaling to costs and performance: use predictive scaling, workload tiering, SLOs and budget guardrails to cut GPU spend by 30–50%.

Optimising Data Analytics with Spot Instances

January 10, 2026 Cloud Optimization Cost Management Resource Allocation

Cut cloud analytics costs up to 90% by running fault‑tolerant workloads on spot instances while protecting data with external storage and mixed on‑demand strategies.

VPA Best Practices for Kubernetes Clusters

January 06, 2026 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

January 05, 2026 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

January 03, 2026 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

January 01, 2026 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

December 30, 2025 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

December 29, 2025 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

December 28, 2025 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

December 25, 2025 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.