FASTER ACCESS FOR COMPRESSED TIME SERIES DATA: THE BLOCK INDEX

A system and method for faster access for compressed time series data. A set of blocks are generated based on a table stored in a database of the data platform. The table stores data associated with multiple sources of data provided as consecutive values, each block containing index vectors having a...

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Hauptverfasser: Farrar, Daniel James, Schulze, Robert, Bowman, Ivan T, Gaumnitz, Gordon, Dannecker, Lars
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creator Farrar, Daniel James
Schulze, Robert
Bowman, Ivan T
Gaumnitz, Gordon
Dannecker, Lars
description A system and method for faster access for compressed time series data. A set of blocks are generated based on a table stored in a database of the data platform. The table stores data associated with multiple sources of data provided as consecutive values, each block containing index vectors having a range of the consecutive values. A block index is generated for each block having a field start vector representing a starting position of the block relative to the range of consecutive values, and a starting value vector representing a value of the block at the starting position. The field start vector of the block index is accessed to obtain the starting position of a field corresponding to a first block and to the range of the consecutive values of the first block. The starting value vector is then determined from the block index to determine an end and a length of the field of the first block.
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subjects CALCULATING
COMPUTING
COUNTING
ELECTRIC DIGITAL DATA PROCESSING
PHYSICS
title FASTER ACCESS FOR COMPRESSED TIME SERIES DATA: THE BLOCK INDEX
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