The PGM-index: a fully-dynamic compressed learned index with provable worst-case bounds

P Ferragina, G Vinciguerra - Proceedings of the VLDB Endowment, 2020 - dl.acm.org
We present the first learned index that supports predecessor, range queries and updates
within provably efficient time and space bounds in the worst case. In the (static) context of …

[ZITATION][C] Computational geometry in C

J O'Rourke - 1998 - books.google.com
This is the newly revised and expanded edition of the popular introduction to the design and
implementation of geometry algorithms arising in areas such as computer graphics, robotics …

[BUCH][B] Algorithms in combinatorial geometry

H Edelsbrunner - 1987 - books.google.com
Computational geometry as an area of research in its own right emerged in the early
seventies of this century. Right from the beginning, it was obvious that strong connections of …

[PDF][PDF] Solving geometric problems with the rotating calipers

GT Toussaint - Proc. IEEE Melecon, 1983 - cs.swarthmore.edu
Shamos [1] recently showed that the diameter of a convex n-sided polygon could be
computed in O (n) time using a very elegant and simple procedure which resembles rotating …

Constructing arrangements of lines and hyperplanes with applications

H Edelsbrunner, J O'Rourke, R Seidel - SIAM Journal on Computing, 1986 - SIAM
A finite set of lines partitions the Euclidean plane into a cell complex. Similarly, a finite set of
(d-1)-dimensional hyperplanes partitions d-dimensional Euclidean space. An algorithm is …

FINEdex: a fine-grained learned index scheme for scalable and concurrent memory systems

P Li, Y Hua, J Jia, P Zuo - Proceedings of the VLDB Endowment, 2021 - dl.acm.org
Index structures in memory systems become important to improve the entire system
performance. The promising learned indexes leverage deep-learning models to …

Are updatable learned indexes ready?

C Wongkham, B Lu, C Liu, Z Zhong, E Lo… - arxiv preprint arxiv …, 2022 - arxiv.org
Recently, numerous promising results have shown that updatable learned indexes can
perform better than traditional indexes with much lower memory space consumption. But it is …

Updatable learned indexes meet disk-resident DBMS-from evaluations to design choices

H Lan, Z Bao, JS Culpepper… - Proceedings of the ACM …, 2023 - dl.acm.org
Although many updatable learned indexes have been proposed in recent years, whether
they can outperform traditional approaches on disk remains unknown. In this study, we …

FILM: a fully learned index for larger-than-memory databases

C Ma, X Yu, Y Li, X Meng, A Maoliniyazi - Proceedings of the VLDB …, 2022 - dl.acm.org
As modern applications generate data at an unprecedented speed and often require the
querying/analysis of data spanning a large duration, it is crucial to develop indexing …

A learned approach to design compressed rank/select data structures

A Boffa, P Ferragina, G Vinciguerra - ACM Transactions on Algorithms …, 2022 - dl.acm.org
We address the problem of designing, implementing, and experimenting with compressed
data structures that support rank and select queries over a dictionary of integers. We shine a …