Trillion Parameter AI Serving Infrastructure for Scientific Discovery: A Survey and Vision.
Nathaniel HudsonJ. Gregory PauloskiMatt BaughmanAlok KamatarMansi SakarvadiaLogan T. WardRyan ChardAndré BauerMaksim LeventalWenyi WangWill EnglerOwen Price SkellyBen BlaiszikRick StevensKyle ChardIan T. FosterPublished in: CoRR (2024)
Keyphrases
- scientific discovery
- artificial intelligence
- human reasoning
- ai systems
- intelligent systems
- knowledge discovery
- machine learning
- expert systems
- computer vision
- knowledge representation
- input parameters
- real time
- case based reasoning
- computer science
- ai methods
- human vision
- ai planning
- image processing
- information exchange
- parameter values
- vision system
- parameter space
- building blocks
- ai technologies
- knowledge based systems
- data collection
- knowledge representation and reasoning
- computational vision
- ai community
- areas of artificial intelligence
- john mccarthy
- highly distributed
- machine intelligence
- parameter settings
- computational intelligence
- fuzzy logic
- data analysis
- information retrieval
- data mining