capacity-allocation

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#capacity-allocation

Adaptive Two-Level Allocation of a Conserved Capacity Budget Across Locations and Service Classes

arXiv cs.AI ↗ · 2026-08-11 Cached

The paper presents a two-level algorithm for allocating a conserved capacity budget across locations and service classes, proving it conserves the budget and converges in one iteration, and evaluates it for defending CDNs under volumetric attack.

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#capacity-allocation

Generalization Dynamics of LM Pre-training (17 minute read)

TLDR AI ↗ · 2026-05-19 Cached

This paper reveals that during pre-training, language models frequently and suddenly switch between pattern-matching and generalization behaviors, a phenomenon called mode-hopping, and presents a toy evaluation suite to study it.

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