AiSAQ: All-in-Storage ANNS with Product Quantization for DRAM-free Information Retrieval.
Kento TatsunoDaisuke MiyashitaTaiga IkedaKiyoshi IshiyamaKazunari SumiyoshiJun DeguchiPublished in: CoRR (2024)
Keyphrases
- information retrieval
- artificial neural networks
- information retrieval systems
- using artificial neural networks
- main memory
- information extraction
- storage requirements
- search engine
- high density
- question answering
- test collection
- artificial neural
- language model
- genetic algorithm
- query expansion
- data storage
- tree structured vector quantization
- neural network
- relevance feedback
- life cycle
- feed forward
- learning to rank
- file system
- neural nets
- document retrieval
- input variables
- back propagation
- document collections
- product information
- data model
- low voltage
- database