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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
4944
Venue
SIGMOD
Year
2014
Pagerank
8.8034872e-05
Overall Rank
2,287 | 84.32%
DOI
10.1145/2558555.2610511

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@inproceedings{gurajada_sigmod14,
        title = {{TriAD: A Distributed Shared-Nothing RDF Engine based on Asynchronous Message Passing}},
        author = {Gurajada, Sairam and Seufert, Stephan and Miliaraki, Iris and Theobald, Martin},
        series = {{SIGMOD} '14},
        booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
        publisher = {Association for Computing Machinery},
        doi = {10.1145/2558555.2610511},
        url = {https://dl.acm.org/doi/10.1145/2558555.2610511},
        year = {2014}
}

Incoming Citations (Sorted by Pagerank)

Showing 18 of 18 citing papers.

Rank Citing Paper Year Venue Pagerank
1,226 LiveGraph: A Transactional Graph Storage System with Purely Sequential Adjacency List Scans 2020 VLDB 0.00011589731
3,068 RisGraph: A Real-Time Streaming System for Evolving Graphs to Support Sub-millisecond Per-update Analysis at Millions Ops/s 2021 SIGMOD 7.7939351e-05
6,029 DREAM: Distributed RDF Engine with Adaptive Query Planner and Minimal Communication 2015 VLDB 6.0014798e-05
7,022 SPARTex: A Vertex-Centric Framework for RDF Data Analytics 2015 VLDB 5.7242241e-05
7,777 S2RDF: RDF Querying with SPARQL on Spark 2016 VLDB 5.5461212e-05
7,798 A Survey and Experimental Comparison of Distributed SPARQL Engines for Very Large RDF Data 2017 VLDB 5.542286e-05
8,266 A Demonstration of MAGiQ: Matrix Algebra Approach for Solving RDF Graph Queries 2018 VLDB 5.4574671e-05
8,462 Inferray: fast in-memory RDF inference 2016 VLDB 5.4211759e-05
8,527 View Selection over Knowledge Graphs in Triple Stores 2021 VLDB 5.4119882e-05
8,651 Distributed Set Reachability 2016 SIGMOD 5.3916003e-05
10,488 R2O: A Dual-Layer Framework for Joint Rewriting and Ordering in Distributed Property Graph Query Optimization 2026 SIGMOD 5.093636e-05
10,558 Characterizing Parallel Subgraph Matching Performance: A Systematic Study of Interactions, Scalability, and Enumeration 2026 VLDB 5.093636e-05
10,797 Using Process Calculus for Optimizing Data and Computation Sharing in Complex Stateful Parallel Computations 2025 SIGMOD 5.093636e-05
11,852 An Efficient Index for RDF Query Containment 2019 SIGMOD 5.093636e-05
11,944 Stylus: A Strongly-Typed Store for Serving Massive RDF Data 2018 VLDB 5.093636e-05
11,958 Lusail: A System for Querying Linked Data at Scale 2018 VLDB 5.093636e-05
12,119 Left Bit Right: For SPARQL Join Queries with OPTIONAL Patterns (Left-outer-joins) 2015 SIGMOD 5.093636e-05
12,130 Evaluating SPARQL Queries on Massive RDF Datasets 2015 VLDB 5.093636e-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.

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