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[PDF][PDF] Kùzu graph database management system
Datasets and workloads of popular applications that use graph database management
systems (GDBMSs) require a set of storage and query processing features that RDBMSs do …
systems (GDBMSs) require a set of storage and query processing features that RDBMSs do …
The LDBC social network benchmark: Business intelligence workload
The Social Network Benchmark's Business Intelligence workload (SNB BI) is a
comprehensive graph OLAP benchmark targeting analytical data systems capable of …
comprehensive graph OLAP benchmark targeting analytical data systems capable of …
Distributed evaluation of subgraph queries using worstcase optimal lowmemory dataflows
We study the problem of finding and monitoring fixed-size subgraphs in a continually
changing large-scale graph. We present the first approach that (i) performs worst-case …
changing large-scale graph. We present the first approach that (i) performs worst-case …
Geco: Quality counterfactual explanations in real time
Machine learning is increasingly applied in high-stakes decision making that directly affect
people's lives, and this leads to an increased demand for systems to explain their decisions …
people's lives, and this leads to an increased demand for systems to explain their decisions …
Free join: Unifying worst-case optimal and traditional joins
Over the last decade, worst-case optimal join (WCOJ) algorithms have emerged as a new
paradigm for one of the most fundamental challenges in query processing: computing joins …
paradigm for one of the most fundamental challenges in query processing: computing joins …
Distributed subgraph matching on timely dataflow
Recently there emerge many distributed algorithms that aim at solving subgraph matching at
scale. Existing algorithm-level comparisons failed to provide a systematic view of distributed …
scale. Existing algorithm-level comparisons failed to provide a systematic view of distributed …
Data provenance
B Glavic - Foundations and Trends® in Databases, 2021 - nowpublishers.com
Data provenance has evolved from a niche topic to a mainstream area of research in
databases and other research communities. This article gives a comprehensive introduction …
databases and other research communities. This article gives a comprehensive introduction …
A layered aggregate engine for analytics workloads
This paper introduces LMFAO (Layered Multiple Functional Aggregate Optimization), an in-
memory optimization and execution engine for batches of aggregates over the input …
memory optimization and execution engine for batches of aggregates over the input …
The LDBC social network benchmark
The Linked Data Benchmark Council's Social Network Benchmark (LDBC SNB) is an effort
intended to test various functionalities of systems used for graph-like data management. For …
intended to test various functionalities of systems used for graph-like data management. For …
LSQB: a large-scale subgraph query benchmark
We introduce LSQB, a new large-scale subgraph query benchmark. LSQB tests the
performance of database management systems on an important class of subgraph queries …
performance of database management systems on an important class of subgraph queries …