Aggregation Support for Modern Graph Analytics in TigerGraph

Summary: Outlines GSQL's aggregation modeling for graph analytics, detailing expressive scope and evaluation trade-offs. Argues that these design choices generalize to future graph query standards and existing pattern-based declarative languages. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID: 5904
Venue: SIGMOD
Year: 2020
Pagerank: 6.3677305e-05
Overall Rank: 4,198 | 70.80%
DOI: 10.1145/3318464.3386144

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 14 of 14 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
495	Milvus: A Purpose-Built Vector Data Management System	2021	SIGMOD	0.00021767688
2,505	Graph Pattern Matching in GQL and SQL/PGQ	2022	SIGMOD	8.634551e-05
3,306	PG-Keys: Keys for Property Graphs	2021	SIGMOD	7.2437997e-05
3,668	The LDBC Social Network Benchmark: Business Intelligence Workload	2023	VLDB	6.8591612e-05
5,088	TCUDB: Accelerating Database with Tensor Processors	2022	SIGMOD	5.7072189e-05
5,651	GPC: A Pattern Calculus for Property Graphs	2023	PODS	5.3905536e-05
5,659	Implementation Strategies for Views over Property Graphs	2024	SIGMOD	5.3847762e-05
6,985	CompressGraph: Efficient Parallel Graph Analytics with Rule-Based Compression	2023	SIGMOD	4.8729387e-05
7,713	GQL and SQL/PGQ: Theoretical Models and Expressive Power	2025	VLDB	4.6712228e-05
8,687	TigerVector: Supporting Vector Search in Graph Databases for Advanced RAGs	2025	SIGMOD	4.4675056e-05
9,788	A Modular Graph-Native Query Optimization Framework	2025	SIGMOD	4.2818172e-05
10,477	Dangers of List Processing in Querying Property Graphs	2025	SIGMOD	4.1945683e-05
10,979	Atom: An Efficient Query Serving System for Embedding-based Knowledge Graph Reasoning with Operator-level Batching	2024	SIGMOD	4.1945683e-05
11,479	Vertex-centric Parallel Computation of SQL Queries	2021	SIGMOD	4.1945683e-05

Outgoing Citations (Sorted by Pagerank)

Showing 1 of 1 cited papers.

Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.

Rank	Cited Paper	Year	Venue	Pagerank
964	G-CORE: A Core for Future Graph Query Languages	2018	SIGMOD	0.0001497475

Semantically Similar Papers

Overall Rank	Paper	Year	Venue	Pagerank
8,051	Building Advanced SQL Analytics From Low-Level Plan Operators	2021	SIGMOD	4.5969549e-05
10,006	On the Expressiveness of Languages for Querying Property Graphs in Relational Databases	2026	PODS	4.1945683e-05
5,651	GPC: A Pattern Calculus for Property Graphs	2023	PODS	5.3905536e-05
8,687	TigerVector: Supporting Vector Search in Graph Databases for Advanced RAGs	2025	SIGMOD	4.4675056e-05
964	G-CORE: A Core for Future Graph Query Languages	2018	SIGMOD	0.0001497475
7,760	G-SQL: Fast Query Processing via Graph Exploration	2016	VLDB	4.6589413e-05
461	Graphs-at-a-time: Query Language and Access Methods for Graph Databases	2008	SIGMOD	0.00022499343
9,535	Graph Data Models, Query Languages and Programming Paradigms	2018	VLDB	4.3265843e-05
7,589	Using Domain-Specific Languages For Analytic Graph Databases	2016	VLDB	4.7030207e-05
7,713	GQL and SQL/PGQ: Theoretical Models and Expressive Power	2025	VLDB	4.6712228e-05