Storage

Estimate online backup capacity from change rate, retention, growth, copy tiers, and reserves to plan repository purchases before space runs short.

Plan backup rotation online with daily, weekly, monthly, and yearly retention assumptions to size storage, compare policies, and judge recovery horizon.

Calculate online build artifact storage from artifact size, build rate, branches, retention, caches, reserves, and quotas before CI cleanup decisions.

Estimate Ceph storage capacity online across replication and erasure-coded layouts with headroom, spread, and PG planning for safer cluster sizing.

Convert online data transfer rates between bit and byte units, apply overhead, compare payload ETAs, and choose link tiers for capacity planning.

Convert online file and disk sizes across decimal, IEC, reserve, and allocation assumptions to size drives, quotas, archives, and payload fits accurately.

Calculate GlusterFS volume capacity online across distributed, replicated, arbiter, and dispersed layouts to plan safer fill targets, set geometry, and recovery headroom.

Convert online IOPS, throughput, and daily volume with block size, active windows, ceilings, and reserve checks for storage migration sizing plans.

Calculate online log sampling rates from event volume, average size, retention budget, burst allowance, and reserve rules for storage and quota planning.

Calculate online observability event volume from telemetry rate, average event size, retention, compression, replicas, overhead, and quota for storage planning.

Calculate online packet capture storage from link rate, duration, snap length, format overhead, filters, compression, and reserve for safe disk planning.

Calculate online RAID performance from drive groups, workload mix, write penalty, targets, and rebuild assumptions to size storage headroom.

Calculate online RAID reliability from AFR, rebuild delay, URE rate, spares, refresh cycles, and layout choices to compare fleet data-loss risk before rollout.

Calculate online RAID sizing from layout, drive count, spares, fill target, chassis limits, rebuild exposure, and growth paths for storage planning.

Calculate RAID capacity online for RAID 0, 1, 5, 6, 10, 50, and 60 with spares, mixed disks, reserves, and rebuild estimates for safer array planning.

Calculate online SSD endurance from DWPD/TBW ratings, write workload, SMART counters, reserve, derating, and growth scenarios for replacement planning.

Convert online storage capacity labels across TB, TiB, GB, and GiB with byte-true equivalents, pair gaps, and procurement-ready drive checks for quotes.

Calculate online VM datastore capacity from disk use, snapshots, growth, reserve, swap, and protection policy to size usable targets and raw storage plans.

Decode online WWN and NAA identifiers from SAN text, device paths, and hex tokens to verify shape, company ID, candidate choice, and next checks.

Calculate online ZFS capacity from vdev layout, disk size, reserves, RAID-Z padding, slop space, and target paths for safer pool purchases and growth planning.