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Trinity: A Distributed Graph Engine on a Memory Cloud

Summary: Trinity is a distributed memory-cloud graph engine for memory-based, random-access graph computations. Optimized memory and network design plus a high-level TSL language enable fast online queries and scalable offline analytics on commodity hardware. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
4754
Venue
SIGMOD
Year
2013
Pagerank
0.00020168032
Overall Rank
558 | 96.12%
DOI
-

Incoming Non-self Citations Over Time

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Incoming Citations (Sorted by Pagerank)

Showing 44 of 44 citing papers.

Rank Citing Paper Year Venue Pagerank
396 One Trillion Edges: Graph Processing at Facebook-Scale 2015 VLDB 0.00024424102
574 From "Think Like a Vertex" to "Think Like a Graph" 2014 VLDB 0.00019883211
1,665 The More the Merrier: Efficient Multi-Source Graph Traversal 2015 VLDB 0.00010967716
2,529 Pregelix: Big(ger) Graph Analytics on A Dataflow Engine 2015 VLDB 8.5940768e-05
2,595 LEOPARD: Lightweight Edge-Oriented Partitioning and Replication for Dynamic Graphs 2016 VLDB 8.4735292e-05
2,709 Vertexica: Your Relational Friend for Graph Analytics! 2014 VLDB 8.2530203e-05
2,754 Giraph Unchained: Barrierless Asynchronous Parallel Execution in Pregel-like Graph Processing Systems 2015 VLDB 8.169411e-05
2,803 TriAD: A Distributed Shared-Nothing RDF Engine based on Asynchronous Message Passing 2014 SIGMOD 8.0940362e-05
3,129 Scalable Big Graph Processing in MapReduce 2014 SIGMOD 7.5008242e-05
3,236 Weaver: A High-Performance, Transactional Graph Database Based on Refinable Timestamps 2016 VLDB 7.3352588e-05
3,287 GraphScope: A Unified Engine For Big Graph Processing 2021 VLDB 7.2739447e-05
3,418 CoroGraph: Bridging Cache Efficiency and Work Efficiency for Graph Algorithm Execution 2024 VLDB 7.1188618e-05
4,236 Terrace: A Hierarchical Graph Container for Skewed Dynamic Graphs 2021 SIGMOD 6.3335374e-05
4,450 A1: A Distributed In-Memory Graph Database 2020 SIGMOD 6.1741566e-05
4,556 Distributed Subgraph Matching on Timely Dataflow 2019 VLDB 6.0883757e-05
4,798 Ringo: Interactive Graph Analytics on Big-Memory Machines 2015 SIGMOD 5.9121709e-05
4,845 Graph Analytics Through Fine-Grained Parallelism 2016 SIGMOD 5.8795333e-05
4,885 GraphJet: Real-Time Content Recommendations at Twitter 2016 VLDB 5.8534354e-05
4,949 Horton+: A Distributed System for Processing Declarative Reachability Queries over Partitioned Graphs 2013 VLDB 5.8113132e-05
4,990 ZipG: A Memory-efficient Graph Store for Interactive Queries 2017 SIGMOD 5.7825419e-05
5,030 Nanosecond Indexing of Graph Data With Hash Maps and VLists 2019 SIGMOD 5.7501994e-05
5,211 Tornado: A System For Real-Time Iterative Analysis Over Evolving Data 2016 SIGMOD 5.6284829e-05
5,851 GraphOS: Towards Oblivious Graph Processing 2023 VLDB 5.300937e-05
5,877 Taming Subgraph Isomorphism for RDF Query Processing 2015 VLDB 5.2916612e-05
5,949 Hybrid Edge Partitioner: Partitioning Large Power-Law Graphs under Memory Constraints 2021 SIGMOD 5.2595857e-05
6,127 DREAM: Distributed RDF Engine with Adaptive Query Planner and Minimal Communication 2015 VLDB 5.1981241e-05
7,125 Fast Failure Recovery in Distributed Graph Processing Systems 2015 VLDB 4.8246382e-05
7,352 Janus: Transactional Processing of Navigational and Analytical Graph Queries on Many-core Servers 2017 CIDR 4.753996e-05
7,402 A General-Purpose Query-Centric Framework for Querying Big Graphs 2016 VLDB 4.7392415e-05
7,760 G-SQL: Fast Query Processing via Graph Exploration 2016 VLDB 4.6589413e-05
7,818 A Survey and Experimental Comparison of Distributed SPARQL Engines for Very Large RDF Data 2017 VLDB 4.6434716e-05
8,115 Start Late or Finish Early: A Distributed Graph Processing System with Redundancy Reduction 2019 VLDB 4.5816155e-05
8,669 Distributed Set Reachability 2016 SIGMOD 4.4718257e-05
9,072 GraphTwist: Fast Iterative Graph Computation with Two-tier Optimizations 2015 VLDB 4.4024417e-05
9,282 Hybrid Pulling/Pushing for I/O-Efficient Distributed and Iterative Graph Computing 2016 SIGMOD 4.3634964e-05
9,518 Banyan: A Scoped Dataflow Engine for Graph Query Service 2022 VLDB 4.3328897e-05
9,596 Scalable Graph Convolutional Network Training on Distributed-Memory Systems 2023 VLDB 4.319218e-05
9,604 GeaFlow: A Graph Extended and Accelerated Dataflow System 2023 SIGMOD 4.3177432e-05
9,614 Auto-Approximation of Graph Computing 2014 VLDB 4.3177432e-05
9,745 GTX: A Write-Optimized Latch-free Graph Data System with Transactional Support 2025 SIGMOD 4.2897489e-05
10,238 TurboLynx: Schemaless Graph Engine Strikes Back for General-Purpose Analytics 2026 VLDB 4.1945683e-05
10,984 Connectivity-Oriented Property Graph Partitioning for Distributed Graph Pattern Query Processing 2024 SIGMOD 4.1945683e-05
11,076 KGFabric: A Scalable Knowledge Graph Warehouse for Enterprise Data Interconnection 2024 VLDB 4.1945683e-05
11,738 Stylus: A Strongly-Typed Store for Serving Massive RDF Data 2018 VLDB 4.1945683e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 4 of 4 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 0.0019005923
651 Efficient Subgraph Matching on Billion Node Graphs 2012 VLDB 0.00018648572
1,066 Probase: A Probabilistic Taxonomy for Text Understanding 2012 SIGMOD 0.0001433416
1,675 A Distributed Graph Engine for Web Scale RDF Data 2013 VLDB 0.00010947606
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