Überlastregelung in einer Verteilten Trainingsumgebung

Details

Veröffentlichungs-Nr.

EP4716178

Anmeldetag

3. September 2025

Veröffentlichung

25. März 2026

Rechtsraum

EP

Abstract

Example methods and systems for congestion control in a distributed training environment are described. In one example, a computer system may obtain model information associated with a model that is being trained by multiple worker nodes. Based on the model information, the computer system may generate a first payload portion that is non-trimmable, and a second payload portion that is trimmable. The computer system may generate a trimmable payload information that includes the first payload portion and the second payload portion. The trimmable payload information may be forwarded towards a destination. In response to determination that congestion control is required, an intermediate network device may generate and forward trimmed payload information towards the destination. The trimmed payload information may include the first payload portion but excludes at least some of the second payload portion.

Anmelder

Firma

VMware LLC

Land

🇺🇸 USA