TinyMLOps: Operational Challenges for Widespread Edge AI Adoption

TinyMLOps: Operational Challenges for Widespread Edge AI Adoption

21 March 2022

Sam Leroux

Pieter Simoens

Papers citing "TinyMLOps: Operational Challenges for Widespread Edge AI Adoption"

5 / 5 papers shown

Title
Efficient Neural Networks for Tiny Machine Learning: A Comprehensive Review M. Lê Pierre Wolinski Julyan Arbel 34 8 0 20 Nov 2023
MLOps: A Review S. Wazir Gautam Siddharth Kashyap P. Saxena 34 66 0 19 Aug 2023
Edge Impulse: An MLOps Platform for Tiny Machine Learning Shawn Hymel Colby R. Banbury Daniel Situnayake A. Elium Carl Ward ... Louis Moreau Dmitry Maslov A. Beavis Jan Jongboom Vijay Janapa Reddi VLM LRM 50 95 0 02 Nov 2022
Slalom: Fast, Verifiable and Private Execution of Neural Networks in Trusted Hardware Florian Tramèr Dan Boneh FedML 114 395 0 08 Jun 2018
Neural Architecture Search with Reinforcement Learning Barret Zoph Quoc V. Le 271 5,327 0 05 Nov 2016