Resource Allocation | Hokstad Consulting

Chargeback vs Showback: Choosing the Right Model

Cloud Optimization Cost Management Resource Allocation

Showback vs chargeback explained: when to use each cloud cost model, their pros and cons, and how to move from transparency to billed accountability.

Best Practices for CDN Capacity Planning

Cloud Optimization Performance Resource Allocation

Practical guidance on forecasting, regional allocation, load balancing, multi‑CDN and real‑time monitoring to optimise CDN capacity, performance and cost.

5 Steps for Accurate Cloud Cost Forecasting

Cloud Optimization Cost Management Resource Allocation

Use 12–18 months of normalised billing data, identify cost drivers, build driver-based forecasts, monitor continuously and review to cut variance to 5–12%.

Benchmarking Containers and VMs for Applications

Cloud Optimization DevOps Management Resource Allocation

Compare containers and virtual machines by startup speed, memory/CPU overhead, application performance, density and isolation to inform deployment choices.

HPA vs. Cluster Autoscaler: Cost Efficiency

Cloud Optimization Cost Management Resource Allocation

Compare HPA and Cluster Autoscaler to reduce Kubernetes costs: when to use each, how they interact, and best practices to maximise savings.

Top 7 Rate Limiting Algorithms Explained

DevOps Management Cloud Optimization Resource Allocation

Compare seven rate-limiting algorithms—token/leaky buckets, fixed and sliding windows, and GCRA—to weigh memory, accuracy and burst handling for APIs and distributed systems.

Vertical Scaling in Cloud: Cost vs Performance Trade-offs

Cloud Optimization Cost Management Resource Allocation

Clear breakdown of vertical scaling in the cloud: when it’s effective, how hardware limits and licensing inflate costs, and practical steps to optimise performance and spend.

How to Identify Critical Workloads for Migration

Cloud Optimization Collaboration Resource Allocation

A step-by-step guide to prioritise workloads for cloud migration: assess readiness, map dependencies, size resources and plan phased migration waves.

Pay-As-You-Go vs Reserved Pricing: Cost Analysis Guide

Cloud Optimization Cost Management Resource Allocation

Compare PAYG and reserved cloud pricing to learn savings, risks and when to reserve versus use on‑demand for lower, more predictable costs.

Ultimate Guide to Debugging Multi-Cluster Pipelines

DevOps Management Cloud Optimization Resource Allocation

How to diagnose and fix performance, resource and configuration issues in multi-cluster CI/CD using metrics, logs and traces.

Monitoring Event-Driven Systems: Key Metrics

DevOps Management Cloud Optimization Resource Allocation

Monitoring event-driven systems demands measuring latency, traffic, errors and saturation — plus MELT and tracing — to avoid silent failures.

How to Automate Private Cloud Resource Scaling

Cloud Optimization Automation Cost Management Resource Allocation

Automating private cloud scaling with monitoring, IaC and Kubernetes ensures predictable performance and efficient use of limited hardware resources.