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Short note: Finite and infinite source models

Short answer

Infinite-source models assume many sources, constant Poisson arrival rate, and use Erlang B/Poisson/Erlang C formulas. Finite-source models have limited sources S, arrival rate per idle source falls as more servers are busy, yielding lower blocking; they use Engset (cleared) or Bernoulli (held) formulas.

Write a short note on tele-traffic models with finite and infinite sources.

Tele-traffic models are classified by the number of traffic sources compared with the number of servers N.

Infinite-source models

  • Number of sources is very large (S ≫ N), so the call arrival rate λ\lambda is constant and independent of busy sources; arrivals are Poisson.
  • Offered traffic A=λhA = \lambda h is fixed.
  • Formulas: Erlang B (lost calls cleared), Poisson (lost calls held), Erlang C (lost calls delayed).
  • Erlang B: B=AN/N!∑k=0NAk/k!B = \dfrac{A^N/N!}{\sum_{k=0}^{N}A^k/k!}
  • Used for junction routes between large exchanges.

Finite-source models

  • Small number of sources S (comparable to N). A busy source cannot make a new call, so the arrival rate (S−n)γ(S-n)\gamma falls as more servers are busy.
  • Formulas: Engset (S > N, lost calls cleared), Bernoulli/binomial (S ≤ N, no loss).
  • Engset call congestion: B=(S−1N)αN∑k=0N(S−1k)αkB = \dfrac{\binom{S-1}{N}\alpha^N}{\sum_{k=0}^{N}\binom{S-1}{k}\alpha^k}, α\alpha = traffic per idle source.
  • Used for PBXs, concentrators, small rural exchanges.
PointInfinite sourceFinite source
Arrival rateConstantFalls as load rises
DistributionPoissonBinomial / Engset
Loss formulaErlang BEngset
BlockingHigher (conservative)Lower

✓ Answer checked by Claude Opus 5.5 (high effort)

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