Abir Farouzi

dblp:273/9558 · DBLP profile ↗
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5ranked-venue papers
4as first author
3since 2021 · last 2024
0000-0001-8185-2827ORCID · corroborated

Domains — the database's venue-derived domains; a paper can count in several

Databases, data management, data science and information retrieval · 5 · 4 first-author · 3 since 2021Artificial intelligence and machine learning · 4 · 3 first-author · 2 since 2021
YearPublicationVenuePosition
2024 Balanced parallel triangle enumeration with an adaptive algorithm
Abir Farouzi, Xiantian Zhou, Ladjel Bellatreche, Mimoun Malki, Carlos Ordonez 0001
Distributed Parallel Databases1
2023 Parallel Pattern Enumeration in Large Graphs
Abir Farouzi, Xiantian Zhou, Ladjel Bellatreche, Mimoun Malki, Carlos Ordonez 0001
DEXA (1)1
2023 Bitwise Algorithms to Compute the Transitive Closure of Graphs in Python
Xiantian Zhou, Abir Farouzi, Ladjel Bellatreche, Carlos Ordonez 0001
DEXA (1)2
2020 PandaSQL: Parallel Randomized Triangle Enumeration with SQL Queries
abstract
Triangles are an important pattern in large-scale graph analysis for their practical use in many real-life applications. However, with the expansion of networks, maintaining a balanced computational load is challenging especially for problems like triangle computations because of skewed vertices. On the other hand, there is a huge amount of data in database management systems (DBMSs) that can be modeled and analyzed as graphs. With these motivations in mind, we developed PandaSQL, a novel approach using SQL queries to enumerate all the triangles in a given graph based on Randomized Triangle Enumeration Algorithm. Our approach is elegant, abstract, and short compared to traditional languages like C++ or Python. Moreover, our partitioning queries ensures perfect load balancing. Thus, the triangle enumeration is independent, local, and parallel.
Abir Farouzi, Ladjel Bellatreche, Carlos Ordonez 0001, Gopal Pandurangan, Mimoun Malki
CIKM1
2020 A Scalable Randomized Algorithm for Triangle Enumeration on Graphs Based on SQL Queries
Abir Farouzi, Ladjel Bellatreche, Carlos Ordonez 0001, Gopal Pandurangan, Mimoun Malki
DaWaK1