OTA-TinyML: Over the Air Deployment of TinyML Models and Execution on IoT Devices-Reference-Cited by-同舟云学术

OTA-TinyML: Over the Air Deployment of TinyML Models and Execution on IoT Devices

Published:2022-05-01 Issue:3 Volume:26 Page:69-78
ISSN:1089-7801
Container-title:IEEE Internet Computing
language:
Short-container-title:IEEE Internet Comput.

Author:

Sudharsan Bharath¹^ORCID,Breslin John G.¹^ORCID,Tahir Mehreen²^ORCID,Intizar Ali Muhammad³^ORCID,Rana Omer⁴^ORCID,Dustdar Schahram⁵^ORCID,Ranjan Rajiv⁶^ORCID

Affiliation:

1. Data Science Institute, NUI Galway, Galway, Ireland

2. SFI Center for Research Training, Dublin City University, 9 Dublin, Ireland

3. School of Electronic Engineering, Dublin City University, 9 Dublin, Ireland

4. Cardiff University, Cardiff, U.K.

5. TU Wien, Vienna, Austria

6. Newcastle University, Newcastle upon Tyne, U.K.

Funder

Science Foundation Ireland

European Regional Development Fund

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

Computer Networks and Communications

Link

http://xplorestaging.ieee.org/ielx7/4236/9811095/09811289.pdf?arnumber=9811289

Reference11 articles.

1. Enabling Machine Learning on the Edge Using SRAM Conserving Efficient Neural Networks Execution Approach

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3. NASA EEPROM file system,0

4. An SRAM Optimized Approach for Constant Memory Consumption and Ultra-fast Execution of ML Classifiers on TinyML Hardware

5. Internal filesystem whitepaper,0

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