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Liu et al., 2024 - Google Patents

G-learned index: Enabling efficient learned index on GPU

Liu et al., 2024

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Document ID
11686592970584933806
Author
Liu J
Zhang F
Lu L
Qi C
Guo X
Deng D
Li G
Zhang H
Zhai J
Zhang H
Chen Y
Pan A
Du X
Publication year
Publication venue
IEEE Transactions on Parallel and Distributed Systems

External Links

Snippet

AI and GPU technologies have been widely applied to solve Big Data problems. The total data volume worldwide reaches 200 zettabytes in 2022. How to efficiently index the required content among massive data becomes serious. Recently, a promising learned index has …
Continue reading at fred1031.github.io (PDF) (other versions)

Classifications

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    • G06F17/30286Information retrieval; Database structures therefor; File system structures therefor in structured data stores
    • G06F17/30386Retrieval requests
    • G06F17/30424Query processing
    • G06F17/30533Other types of queries
    • GPHYSICS
    • G06COMPUTING; CALCULATING; COUNTING
    • G06FELECTRICAL DIGITAL DATA PROCESSING
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    • G06F17/30286Information retrieval; Database structures therefor; File system structures therefor in structured data stores
    • G06F17/30312Storage and indexing structures; Management thereof
    • G06F17/30321Indexing structures
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    • G06F17/30943Information retrieval; Database structures therefor; File system structures therefor details of database functions independent of the retrieved data type
    • G06F17/30946Information retrieval; Database structures therefor; File system structures therefor details of database functions independent of the retrieved data type indexing structures
    • GPHYSICS
    • G06COMPUTING; CALCULATING; COUNTING
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    • G06F9/00Arrangements for programme control, e.g. control unit
    • G06F9/06Arrangements for programme control, e.g. control unit using stored programme, i.e. using internal store of processing equipment to receive and retain programme
    • G06F9/30Arrangements for executing machine-instructions, e.g. instruction decode
    • G06F9/30003Arrangements for executing specific machine instructions
    • G06F9/30007Arrangements for executing specific machine instructions to perform operations on data operands
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