EMC state is required in latency models for edge inference governors; EMC-blind CPU/GPU fits miss 25-28% deadlines while EMC-aware refits limit misses to 1.3% and identify feasible energy points across vision and LLM workloads.
zTT: Learning- based DVFS with zero thermal throttling for mobile devices,
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.PF 1years
2026 1verdicts
UNVERDICTED 1representative citing papers
citing papers explorer
-
Edge-Inference Governors Need Memory-Clock State
EMC state is required in latency models for edge inference governors; EMC-blind CPU/GPU fits miss 25-28% deadlines while EMC-aware refits limit misses to 1.3% and identify feasible energy points across vision and LLM workloads.