Inferray: fast in-memory RDF inference

Summary: Inferray enables fast in-memory RDF inference via vertical-partitioned storage supporting sequential access and efficient sort-merge inference for RDFS, rhodf, and RDFS-Plus. Ad-hoc 64-bit pair sorting (MSD radix, counting sort) and a dedicated temporary store accelerate graph closure, delivering orders-of-magnitude improvements on transitivity closure. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID: 11337
Venue: VLDB
Year: 2016
Pagerank: 4.504284e-05
Overall Rank: 8,468 | 41.10%
DOI: -

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 2 of 2 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
9,714	Materializing Knowledge Bases via Trigger Graphs	2021	VLDB	4.299267e-05
11,738	Stylus: A Strongly-Typed Store for Serving Massive RDF Data	2018	VLDB	4.1945683e-05

Outgoing Citations (Sorted by Pagerank)

Showing 12 of 12 cited papers.

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

Rank	Cited Paper	Year	Venue	Pagerank
404	Multi-Core, Main-Memory Joins: Sort vs. Hash Revisited	2014	VLDB	0.00024143076
417	Scalable Semantic Web Data Management Using Vertical Partitioning	2007	VLDB	0.00023794574
624	Hexastore: Sextuple Indexing for Semantic Web Data Management	2008	VLDB	0.00018988711
930	Fast Sort on CPUs and GPUs: A Case for Bandwidth Oblivious SIMD Sort	2010	SIGMOD	0.00015238545
1,213	RDF-3X: a RISC-style Engine for RDF	2008	VLDB	0.0001325231
1,706	Column-Store Support for RDF Data Management: not all swans are white	2008	VLDB	0.00010823026
1,959	Building an Efficient RDF Store Over a Relational Database	2013	SIGMOD	9.9563798e-05
2,410	Scalable Join Processing on Very Large RDF Graphs	2009	SIGMOD	8.8773796e-05
2,554	TripleBit: a Fast and Compact System for Large Scale RDF Data	2013	VLDB	8.549897e-05
2,675	A Performance Study Of Transitive Closure Algorithms	1994	SIGMOD	8.3315228e-05
2,803	TriAD: A Distributed Shared-Nothing RDF Engine based on Asynchronous Message Passing	2014	SIGMOD	8.0940362e-05
3,442	Apples and Oranges: A Comparison of RDF Benchmarks and Real RDF Datasets	2011	SIGMOD	7.0907071e-05

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Overall Rank	Paper	Year	Venue	Pagerank
9,175	Efficient Exploration of Interesting Aggregates in RDF Graphs	2021	SIGMOD	4.383548e-05
2,196	gStore: Answering SPARQL Queries via Subgraph Matching	2011	VLDB	9.3089621e-05
1,675	A Distributed Graph Engine for Web Scale RDF Data	2013	VLDB	0.00010947606
582	Scalable SPARQL Querying of Large RDF Graphs	2011	VLDB	0.00019723083
7,263	H2 RDF+: An Efficient Data Management System for Big RDF Graphs	2014	SIGMOD	4.7851876e-05
9,176	RDFind: Scalable Conditional Inclusion Dependency Discovery in RDF Datasets	2016	SIGMOD	4.383548e-05
9,568	Reformulation-based query answering in RDF: alternatives and performance	2015	VLDB	4.3254416e-05
8,765	Efficient Query Answering in Probabilistic RDF Graphs	2011	SIGMOD	4.456315e-05
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