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Collaborative Processing for Multi-Tenant Inference on Memory-Constrained Edge TPUs

Collaborative Processing for Multi-Tenant Inference on Memory-Constrained Edge TPUs

• Computer Science > Distributed, Parallel, and Cluster Computing [Submitted on 19 Feb 2026] Title:Collaborative Processing for Multi-Tenant Inference on Memory-Constrained Edge TP

Fine-tuning vision-language models on memory-constrained devices

Fine-tuning vision-language models on memory-constrained devices

• Fine-tuning vision-language models on memory-constrained devices A new hybrid optimization approach allows edge devices to fine-tune vision-language models using only forward pas