English

Radial Extremality for LRU Caching and the Fill--Holst Conjecture

Probability 2026-05-26 v1 Performance

Abstract

For the independent reference model with popularity vector pΔNp\in\Delta_N^\circ, let HC(p)H_C(p) denote the exact stationary hit rate of an LRU cache of capacity CC. We prove that, for every 1C<N1\le C<N, the uniform popularity vector is the unique global minimizer of HCH_C on the interior simplex. More sharply, along every nonconstant segment from the uniform vector to an interior point, the LRU hit rate is strictly increasing. The proof uses the standard exponential-age representation of the stationary LRU cache and gives an explicit positive pair-square formula for the radial derivative. Equivalently, for the move-to-front rule, the stationary search-cost distribution improves strictly in the usual stochastic order along every nonconstant ray away from uniform. This proves the radial restriction of the Fill--Holst Schur-concavity conjecture for move-to-front search-cost tails. In particular, all LRU miss probabilities and all nonconstant nondecreasing stack-depth costs decrease strictly along such rays. The result is radial rather than Schur-convex: full majorization monotonicity for LRU is known to fail, and the proof identifies the special positivity that survives on rays from the uniform vector.

Keywords

Cite

@article{arxiv.2605.26107,
  title  = {Radial Extremality for LRU Caching and the Fill--Holst Conjecture},
  author = {Christopher D. Long},
  journal= {arXiv preprint arXiv:2605.26107},
  year   = {2026}
}

Comments

13 pages, 0 figures