TurboLynx: Schemaless Graph Engine Strikes Back for General-Purpose Analytics

Summary: TurboLynx rethinks schemaless PGMs as a first-class systems property, not just an API, integrating it across storage, optimization, and execution. Cost-based graphlets + columnar layout/graphlet-aware processing yield one engine for traversal and analytics, beating GDBMS/RDBMS baselines by large margins. (summarized by gpt-5.4-mini on Apr 12 2026)

Paper ID: 14275
Venue: VLDB
Year: 2026
Pagerank: 4.1905499e-05
Overall Rank: 10,238 | 28.85%
DOI: 10.14778/3797919.3797932

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Rank	Citing Paper	Year	Venue	Pagerank

Outgoing Citations (Sorted by Pagerank)

Showing 32 of 32 cited papers.

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

Rank	Cited Paper	Year	Venue	Pagerank
35	MonetDB/X100: Hyper-Pipelining Query Execution	2005	CIDR	0.00076209479
59	Efficiently Compiling Efficient Query Plans for Modern Hardware	2011	VLDB	0.0006445664
185	DuckDB: an Embeddable Analytical Database	2019	SIGMOD	0.00036529607
341	EmptyHeaded: A Relational Engine for Graph Processing	2016	SIGMOD	0.00026850764
530	The LDBC Social Network Benchmark: Interactive Workload	2015	SIGMOD	0.00020823189
542	Apache Calcite: A Foundational Framework for Optimized Query Processing Over Heterogeneous Data Sources	2018	SIGMOD	0.00020522627
558	Trinity: A Distributed Graph Engine on a Memory Cloud	2013	SIGMOD	0.00020158056
739	Delta Lake: High-Performance ACID Table Storage over Cloud Object Stores	2020	VLDB	0.00017365933
787	Cypher: An Evolving Query Language for Property Graphs	2018	SIGMOD	0.00016624372
848	Everything You Always Wanted to Know About Compiled and Vectorized Queries But Were Afraid to Ask	2018	VLDB	0.00015933538
964	G-CORE: A Core for Future Graph Query Languages	2018	SIGMOD	0.00014967208
1,334	Optimizing Subgraph Queries by Combining Binary and Worst-Case Optimal Joins	2019	VLDB	0.00012543633
1,588	Druid: A Real-time Analytical Data Store	2014	SIGMOD	0.00011232949
1,782	PG-Schema: Schemas for Property Graphs	2023	SIGMOD	0.00010557905
1,938	From Theory to Practice: Efficient Join Query Evaluation in a Parallel Database System	2015	SIGMOD	0.00010025547
2,006	Sinew: A SQL System for Multi-Structured Data	2014	SIGMOD	9.8144532e-05
2,128	SQLGraph: An Efficient Relational-Based Property Graph Store	2015	SIGMOD	9.4804485e-05
2,247	Orca: A Modular Query Optimizer Architecture for Big Data	2014	SIGMOD	9.201975e-05
2,693	Greenplum: A Hybrid Database for Transactional and Analytical Workloads	2021	SIGMOD	8.2845883e-05
2,962	Kuzu* Graph Database Management System	2023	CIDR	7.8069285e-05
3,287	GraphScope: A Unified Engine For Big Graph Processing	2021	VLDB	7.2689944e-05
3,330	Schemaless and Structureless Graph Querying	2014	VLDB	7.2116683e-05
4,017	Columnar Storage and List-based Processing for Graph Database Management Systems	2021	VLDB	6.5276062e-05
4,200	Incremental View Maintenance with Triple Lock Factorization Benefits	2018	SIGMOD	6.3618329e-05
4,345	GRFusion: Graphs as First-Class Citizens in Main-Memory Relational Database Systems	2018	SIGMOD	6.2594514e-05
4,466	Robust Join Processing with Diamond Hardened Joins	2024	VLDB	6.1545841e-05
4,498	ClickHouse - Lightning Fast Analytics for Everyone	2024	VLDB	6.1351257e-05
4,702	JSON Tiles: Fast Analytics on Semi-Structured Data	2021	SIGMOD	5.9796907e-05
5,898	IBM Db2 Graph: Supporting Synergistic and Retrofittable Graph Queries Inside IBM Db2	2020	SIGMOD	5.2808882e-05
7,250	DiscoPG: Property Graph Schema Discovery and Exploration	2022	VLDB	4.7839965e-05
8,257	DuckPGQ: Efficient Property Graph Queries in an analytical RDBMS	2023	CIDR	4.5437589e-05
8,393	GRainDB: A Relational-core Graph-Relational DBMS	2022	CIDR	4.5234485e-05

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Overall Rank	Paper	Year	Venue	Pagerank
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