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TriAD: A Distributed Shared-Nothing RDF Engine based on Asynchronous Message Passing

Summary: TriAD is a distributed shared-nothing RDF engine using asynchronous message passing and join-ahead pruning via RDF graph summarization with locality-based partitioning. Multi-threaded, asynchronous joins run in parallel, delivering up to two orders of magnitude faster than centralized engines and >3× faster than current distributed rivals on LUBM, BTC, WSDTS. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
4883
Venue
SIGMOD
Year
2014
Pagerank
8.0825994e-05
Overall Rank
2,812 | 80.46%
DOI
10.1145/2558555.2610511

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 18 of 18 citing papers.

Rank Citing Paper Year Venue Pagerank
1,424 LiveGraph: A Transactional Graph Storage System with Purely Sequential Adjacency List Scans 2020 VLDB 0.00012044472
4,091 RisGraph: A Real-Time Streaming System for Evolving Graphs to Support Sub-millisecond Per-update Analysis at Millions Ops/s 2021 SIGMOD 6.4529617e-05
6,323 DREAM: Distributed RDF Engine with Adaptive Query Planner and Minimal Communication 2015 VLDB 5.1072687e-05
7,824 A Survey and Experimental Comparison of Distributed SPARQL Engines for Very Large RDF Data 2017 VLDB 4.6390831e-05
7,904 S2RDF: RDF Querying with SPARQL on Spark 2016 VLDB 4.616742e-05
7,951 A Demonstration of MAGiQ: Matrix Algebra Approach for Solving RDF Graph Queries 2018 VLDB 4.6089395e-05
8,249 SPARTex: A Vertex-Centric Framework for RDF Data Analytics 2015 VLDB 4.5449877e-05
8,288 View Selection over Knowledge Graphs in Triple Stores 2021 VLDB 4.5392079e-05
8,465 Inferray: fast in-memory RDF inference 2016 VLDB 4.4999659e-05
8,667 Distributed Set Reachability 2016 SIGMOD 4.467539e-05
10,199 R2O: A Dual-Layer Framework for Joint Rewriting and Ordering in Distributed Property Graph Query Optimization 2026 SIGMOD 4.1905499e-05
10,270 Characterizing Parallel Subgraph Matching Performance: A Systematic Study of Interactions, Scalability, and Enumeration 2026 VLDB 4.1905499e-05
10,534 Using Process Calculus for Optimizing Data and Computation Sharing in Complex Stateful Parallel Computations 2025 SIGMOD 4.1905499e-05
11,662 An Efficient Index for RDF Query Containment 2019 SIGMOD 4.1905499e-05
11,746 Stylus: A Strongly-Typed Store for Serving Massive RDF Data 2018 VLDB 4.1905499e-05
11,760 Lusail: A System for Querying Linked Data at Scale 2018 VLDB 4.1905499e-05
11,928 Left Bit Right: For SPARQL Join Queries with OPTIONAL Patterns (Left-outer-joins) 2015 SIGMOD 4.1905499e-05
11,940 Evaluating SPARQL Queries on Massive RDF Datasets 2015 VLDB 4.1905499e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 11 of 11 cited papers.

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

Rank Cited Paper Year Venue Pagerank
4 Pregel: A System for Large-Scale Graph Processing 2010 SIGMOD 0.0019040811
558 Trinity: A Distributed Graph Engine on a Memory Cloud 2013 SIGMOD 0.00020158056
587 Scalable SPARQL Querying of Large RDF Graphs 2011 VLDB 0.00019623493
625 Hexastore: Sextuple Indexing for Semantic Web Data Management 2008 VLDB 0.00018963452
789 Hadoop++: Making a Yellow Elephant Run Like a Cheetah (Without It Even Noticing) 2010 VLDB 0.00016602215
1,676 A Distributed Graph Engine for Web Scale RDF Data 2013 VLDB 0.000109374
1,705 Column-Store Support for RDF Data Management: not all swans are white 2008 VLDB 0.00010809258
2,199 gStore: Answering SPARQL Queries via Subgraph Matching 2011 VLDB 9.3082437e-05
2,407 Scalable Join Processing on Very Large RDF Graphs 2009 SIGMOD 8.8702781e-05
2,561 TripleBit: a Fast and Compact System for Large Scale RDF Data 2013 VLDB 8.5415562e-05
2,920 x-RDF-3X: Fast Querying, High Update Rates, and Consistency for RDF Databases 2010 VLDB 7.8999781e-05
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Overall Rank Paper Year Venue Pagerank
587 Scalable SPARQL Querying of Large RDF Graphs 2011 VLDB 0.00019623493
2,407 Scalable Join Processing on Very Large RDF Graphs 2009 SIGMOD 8.8702781e-05
1,212 RDF-3X: a RISC-style Engine for RDF 2008 VLDB 0.00013255692
6,396 Scaling Queries over Big RDF Graphs with Semantic Hash Partitioning 2013 VLDB 5.0752439e-05
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7,824 A Survey and Experimental Comparison of Distributed SPARQL Engines for Very Large RDF Data 2017 VLDB 4.6390831e-05
558 Trinity: A Distributed Graph Engine on a Memory Cloud 2013 SIGMOD 0.00020158056
2,561 TripleBit: a Fast and Compact System for Large Scale RDF Data 2013 VLDB 8.5415562e-05
1,676 A Distributed Graph Engine for Web Scale RDF Data 2013 VLDB 0.000109374