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Miquel Pericàs

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Book Open access Jul 2026

DEFT: Joint Task Placement and DVFS for Energy-Efficient Multi-GPU Runtimes

DEFT is presented, an energy-aware scheduling framework that jointly optimizes task-to-device assignment and per-GPU DVFS configuration for task-based multi-GPU applications and employs a cost-model–driven strategy that integrates slack awareness, throughput awareness, and explicit modeling of task execution cost, inter-GPU data movement, and DVFS transition overheads, enabling coordinated placement and frequency decisions under dynamic runtime conditions.

Jing Chen, Miquel Pericàs · 0 citations
#small language model Preprint Aug 2026

FlashAttention for Scalable Vector Architectures

This paper presents FlashAttention-V, a blocked FlashAttention for scalable vector architectures that adapts efficiently from short to very long vectors by exploiting parallelism across attention heads, inter-head packing to enable efficient utilization of vector lengths beyond the head dimension, and improving vector register utilization and memory access locality.

Sonia Rani Gupta, Nikela Papadopoulou, Miquel Pericàs · 0 citations