Calculate physical latency limits based on medium velocity.

Analyze dB loss across fiber, copper, and coax media.

Frequency-dependent attenuation and impedance analysis.

Determine light velocity for precise OTDR calibration.

Calculate power margins for stable optical links.

Professional capacity planning for standby power systems.

IEEE 802.3bt power analysis and thermal compensation.

Battery backup calculation for IT racks with Peukert's Law.

Analyze infrastructure efficiency and overhead impacts.

Precision cooling planning for server rooms and network racks.

Advanced CIDR and VLSM mapping for complex network design.

Calculate accurate data transfer durations with protocol overhead.

Fragmentation analysis and MSS clamping for tunneling overlays.

BDP calculation for high-bandwidth, high-latency links.

Statistical analysis of asset lifecycle and survival probability.

Toggle between series and parallel systems to maximize uptime.

Probabilistic modeling of data loss risk in storage arrays.

Model infant mortality, useful life, and wear-out phases.

Poisson-based inventory modeling for critical maintenance.

Logarithmic to linear power mapping for optical/wireless.

Calculate λ and physical propagation across the spectrum.

The 'Nines' of reliability and allowed downtime budgeting.

AWG and mm² selection for ELV and industrial control wiring.

OM/OS standard selection for backbone and FTTx links.

70V/100V line loss and speaker load matching.

NEC-compliant fill ratio and weight calculations.

Real-time SCADA-style monitoring simulation for industrial networks.