SLIDE : In Defense of Smart Algorithms over Hardware Acceleration for Large-Scale Deep Learning Systems.
Beidi ChenTharun MediniJames FarwellSameh GobrielTsung-Yuan Charlie TaiAnshumali ShrivastavaPublished in: MLSys (2020)
Keyphrases
- learning systems
- machine learning systems
- learning environment
- learning process
- computer supported
- computational complexity
- learning resources
- real time
- machine learning
- computer systems
- databases
- real world
- learning algorithm
- parallel hardware
- software implementation
- adaptive systems
- collaborative learning
- domain knowledge
- data structure
- data mining