Benchmarking TinyML Systems: Challenges and Direction.
Colby R. BanburyVijay Janapa ReddiMax LamWilliam FuAmin FazelJeremy HollemanXinyuan HuangRobert HurtadoDavid KanterAnton LokhmotovDavid A. PattersonDanilo PauJae-sun SeoJeff SierackiUrmish ThakkerMarian VerhelstPoonam YadavPublished in: CoRR (2020)
Keyphrases
- ubiquitous and pervasive
- current challenges
- database
- complex systems
- neural network
- real world
- technical challenges
- evolutionary algorithm
- knowledge based systems
- software engineering
- enabling technologies
- poses challenges
- open issues
- learning systems
- image processing
- artificial intelligence
- machine learning
- data mining
- data sets
- real time