A media startup with strict funding is launching an analytics service that experiences moderate daily use and occasional large data spikes. They want to avoid wasteful allocations but still serve these large workloads without overspending. Which approach aligns with their goals?
Start with moderate resource allocations and conduct regular audits to refine capacity if needed
Purchase a large resource allocation upfront to minimize future adjustments
Lease additional infrastructure from multiple vendors without conducting frequent audits
Operate on a consistent server size that matches peak workload estimates
Moderate provisioning with regular usage assessments allows the team to balance funds and throughput. Too much pre-allocation would unnecessarily expand spending and too little planning could impact user experience. Consistent reviews and adjustments based on observed patterns protect the budget and help meet performance demands.
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