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• W3042934577 abstract "Index structures are fast-access methods. In the past, they were often used to minimise fetch operations to external storage devices (secondary memory). Nowadays, this also holds for increasingly large amounts of data residing in main-memory (primary memory). Examples of software that deals with this fact are in-memory databases and mobile device applications. Within this scope, this paper focuses on index structures to store, access and delete interval-based time-dependent (temporal) data from very large datasets, in the most efficient way. Index structures for this domain have specific characteristics, given the nature of time and the requirement to index time intervals. This work presents an open-source time-efficiency focused variant of the original Interval B+ tree. We designate this variant Improved Interval B+ tree (I2B+ tree). Our contribution adds to the performance of the delete operation by reducing the amount of traversed nodes to access siblings. We performed an extensive analysis of insert, range queries and deletion operations, using multiple datasets with growing volumes of data, distinct temporal distributions and tree parameters (time-split and node order). Results of the experiments validate the logarithmic performance of these operations and propose the best-observed tree parameter ranges." @default.
• W3042934577 created "2020-07-23" @default.
• W3042934577 creator A5004878476 @default.
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• W3042934577 date "2020-06-01" @default.
• W3042934577 modified "2023-09-27" @default.
• W3042934577 title "I2B+tree: Interval B+ tree variant towards fast indexing of time-dependent data" @default.
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• W3042934577 doi "https://doi.org/10.23919/cisti49556.2020.9140897" @default.
• W3042934577 hasPublicationYear "2020" @default.
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