Supporting Massive DLRM Inference Through Software Defined Memory.
Ehsan K. ArdestaniChangkyu KimSeung Jae LeeLuoshang PanValmiki RampersadJens AxboeBanit AgrawalFuxun YuAnsha YuTrung LeHector YuenShishir JuluriAkshat NandaManoj WodekarDheevatsa MudigereKrishnakumar NairMaxim NaumovChris PetersonMikhail SmelyanskiyVijay RaoPublished in: CoRR (2021)
Keyphrases
- software development
- computer systems
- software tools
- memory requirements
- distributed shared memory
- software systems
- user interface
- software architecture
- data analysis
- limited memory
- computing power
- database systems
- database
- massive data sets
- memory size
- inference process
- software evolution
- software quality
- software maintenance
- graphical models
- bayesian inference
- probabilistic inference
- main memory
- expert systems
- decision support
- software engineering