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Tackling Challenges in Implementing Large-Scale Graph Databases.

Authors :
Arroyuelo, Diego
Hogan, Aidan
Navarro, Gonzalo
Reutter, Juan
Vrgoč, Domagoj
Source :
Communications of the ACM; Aug2024, Vol. 67 Issue 8, p40-44, 5p
Publication Year :
2024

Abstract

Graph databases (GDBs) have become increasingly important for managing large repositories of unstructured information, particularly due to their ability to represent complex relationships between entities. While their expressive data models and flexible query languages drive their success, the primary challenge hindering wider adoption is the efficiency of their implementation. In response to these challenges, significant research efforts, particularly in Latin America, focus on developing new data models, query languages, and efficient algorithms, including space-efficient structures like the Ring index, which supports complex queries with minimal memory footprint.

Details

Language :
English
ISSN :
00010782
Volume :
67
Issue :
8
Database :
Complementary Index
Journal :
Communications of the ACM
Publication Type :
Periodical
Accession number :
178779533
Full Text :
https://doi.org/10.1145/3653314