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researcher

Mário Almeida

8 papers hereh-index 111.1k citations16 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author4
  • middle author4

Across the 8 of 8 papers where every author was matched, so the position is known.

fields
  • cs.LG4
  • cs.DC2
  • cs.CR1
  • cs.NI1

identity via Semantic Scholar / OpenAlex

activity
20162021
most citedSPINN: Synergistic Progressive Inference of Neural Networks over Device and Cloud

296 citations · 477 across the 8 of their papers we have counts for

collaborators
Showing 2019Show all

2 papers · 1 filter

cs.DC2019

Diffusing Your Mobile Apps: Extending In-Network Function Virtualization to Mobile Function Offloading

Mario Almeida, Liang Wang, Jeremy Blackburn +2

Motivated by the huge disparity between the limited battery capacity of user devices and the ever-growing energy demands of modern mobile apps, we propose INFv. It is the first off…

cs.LG2019★ 75 cited

EmBench: Quantifying Performance Variations of Deep Neural Networks across Modern Commodity Devices

Mario Almeida, Stefanos Laskaridis, Ilias Leontiadis +2

In recent years, advances in deep learning have resulted in unprecedented leaps in diverse tasks spanning from speech and object recognition to context awareness and health monitor…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.