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ODSearch: Fast and Resource Efficient On-device Natural Language Search for Fitness Trackers' Data
[article]
2022
arXiv
pre-print
Mobile and wearable technologies have promised significant changes to the healthcare industry. Although cutting-edge communication and cloud-based technologies have allowed for these upgrades, their implementation and popularization in low-income countries have been challenging. We propose "ODSearch", an On-device Search framework equipped with a natural language interface for mobile and wearable devices. To implement search, "ODSearch" employs compression and Bloom filter, it provides near
arXiv:2201.13202v2
fatcat:uh4fkhnmenbg3nqgqdrqsxkt6i