OptimStore: In-Storage Optimization of Large Scale DNNs with On-Die Processing.
Junkyum KimMyeonggu KangYunki HanYanggon KimLee-Sup KimPublished in: HPCA (2023)
Keyphrases
- processing capabilities
- random access
- real time
- data processing
- storage and retrieval
- small scale
- optimization algorithm
- optimization problems
- storage systems
- optimization process
- real world
- real life
- constrained optimization
- memory management
- storage management
- optimal design
- distributed stream processing
- efficient processing
- storage space
- data storage
- global optimization
- website
- machine learning
- databases