LIT: Lightning-fast In-memory Temporal Indexing
George Christodoulou, Panagiotis Bouros, Nikos Mamoulis
摘要
We study the problem of temporal database indexing, i.e., indexing versions of a database table in an evolving database. With the larger and cheaper memory chips nowadays, we can afford to keep track of all versions of an evolving table in memory. This raises the question of how to index such a table effectively. We depart from the classic indexing approach, where both current (i.e., live) and past (i.e., dead) data versions are indexed in the same data structure, and propose LIT, a hybrid index, which decouples the management of the current and past states of the indexed column. LIT includes optimized indexing modules for dead and live records, which support efficient queries and updates, and gracefully combines them. We experimentally show that LIT is orders of magnitude faster than the state-of-the-art temporal indices. Furthermore, we demonstrate that LIT uses linear space to the number of record indexed versions, making it suitable for main-memory temporal data management.
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引用它的顶会 Paper5
- Relevance Queries for Interval DataPanagiotis Bouros, Nikos MamoulisSIGMOD 2025 · 被引用 4 次
- Timestamp Approximate Nearest Neighbor Search Over High-Dimensional Vector DataYuxiang Wang, Ziyuan He, Yongxin Tong, Zimu Zhou 等ICDE 2025 · 被引用 4 次
- Fast Indexing for Temporal Information RetrievalChristian Rauch, Panagiotis BourosSIGMOD 2026 · 被引用 3 次
- Efficient Concurrent Updates to Persistent Randomized Binary Search TreesGuanhao Hou, Jinchao Huang, Fangyuan Zhang, Sibo WangVLDB 2025 · 被引用 1 次
- Efficient Temporal Subgraph Management: A New Interval IndexDian Ouyang, Yikun Wang, Dong Wen, Wenjie Zhang 等VLDB 2026
它引用的顶会 Paper7
- HINT: A Hierarchical Index for Intervals in Main MemoryGeorge Christodoulou, Panagiotis Bouros, Nikos MamoulisSIGMOD 2022 · 被引用 17 次
- A Two-layer Partitioning for Non-point Spatial DataDimitrios Tsitsigkos, Konstantinos Lampropoulos, Panagiotis Bouros, Nikos Mamoulis 等ICDE 2021 · 被引用 15 次
- Computing Complex Temporal Join Queries EfficientlyXiao Hu, Stavros Sintos, Junyang Gao, Pankaj K. Agarwal 等SIGMOD 2022 · 被引用 9 次
- Durable Top-K Instant-Stamped Temporal Records with User-Specified Scoring FunctionsJunyang Gao, Stavros Sintos, Pankaj K. Agarwal, Jun YangICDE 2021 · 被引用 8 次
- iTemporal: An Extensible Generator of Temporal BenchmarksLuigi Bellomarini, Markus Nissl, Emanuel SallingerICDE 2022 · 被引用 7 次
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