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: BDCAT (2023)
Keyphrases
- scientific discovery
- artificial intelligence
- human reasoning
- knowledge discovery
- computer vision
- expert systems
- vision system
- machine learning
- parameter settings
- intelligent systems
- case based reasoning
- ai methods
- ai systems
- parameter values
- john mccarthy
- image processing
- neural network
- databases
- parameter space
- computer science
- information exchange
- input parameters
- knowledge representation and reasoning
- intelligent behavior
- technical infrastructure
- fuzzy logic
- knowledge based systems
- knowledge representation
- data sets
- support environment
- real time