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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
4755
Venue
SIGMOD
Year
2013
Pagerank
0.00020158056
Overall Rank
558 | 96.13%
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
395 One Trillion Edges: Graph Processing at Facebook-Scale 2015 VLDB 0.00024440144
570 From "Think Like a Vertex" to "Think Like a Graph" 2014 VLDB 0.00019895021
1,665 The More the Merrier: Efficient Multi-Source Graph Traversal 2015 VLDB 0.00010958779
2,528 Pregelix: Big(ger) Graph Analytics on A Dataflow Engine 2015 VLDB 8.5953347e-05
2,596 LEOPARD: Lightweight Edge-Oriented Partitioning and Replication for Dynamic Graphs 2016 VLDB 8.4690558e-05
2,711 Vertexica: Your Relational Friend for Graph Analytics! 2014 VLDB 8.2548656e-05
2,761 Giraph Unchained: Barrierless Asynchronous Parallel Execution in Pregel-like Graph Processing Systems 2015 VLDB 8.1616217e-05
2,812 TriAD: A Distributed Shared-Nothing RDF Engine based on Asynchronous Message Passing 2014 SIGMOD 8.0825994e-05
3,188 Scalable Big Graph Processing in MapReduce 2014 SIGMOD 7.4142307e-05
3,239 Weaver: A High-Performance, Transactional Graph Database Based on Refinable Timestamps 2016 VLDB 7.3284186e-05
3,287 GraphScope: A Unified Engine For Big Graph Processing 2021 VLDB 7.2689944e-05
3,420 CoroGraph: Bridging Cache Efficiency and Work Efficiency for Graph Algorithm Execution 2024 VLDB 7.1120128e-05
4,238 Terrace: A Hierarchical Graph Container for Skewed Dynamic Graphs 2021 SIGMOD 6.3274465e-05
4,454 A1: A Distributed In-Memory Graph Database 2020 SIGMOD 6.1685429e-05
4,554 Distributed Subgraph Matching on Timely Dataflow 2019 VLDB 6.0839934e-05
4,801 Ringo: Interactive Graph Analytics on Big-Memory Machines 2015 SIGMOD 5.906922e-05
4,845 Graph Analytics Through Fine-Grained Parallelism 2016 SIGMOD 5.8731048e-05
4,889 GraphJet: Real-Time Content Recommendations at Twitter 2016 VLDB 5.8480413e-05
4,955 Horton+: A Distributed System for Processing Declarative Reachability Queries over Partitioned Graphs 2013 VLDB 5.8057282e-05
4,987 ZipG: A Memory-efficient Graph Store for Interactive Queries 2017 SIGMOD 5.7769841e-05
5,027 Nanosecond Indexing of Graph Data With Hash Maps and VLists 2019 SIGMOD 5.7449062e-05
5,215 Tornado: A System For Real-Time Iterative Analysis Over Evolving Data 2016 SIGMOD 5.6231911e-05
5,511 GraphOS: Towards Oblivious Graph Processing 2023 VLDB 5.4701773e-05
5,871 Taming Subgraph Isomorphism for RDF Query Processing 2015 VLDB 5.2912806e-05
5,951 Hybrid Edge Partitioner: Partitioning Large Power-Law Graphs under Memory Constraints 2021 SIGMOD 5.2547916e-05
6,323 DREAM: Distributed RDF Engine with Adaptive Query Planner and Minimal Communication 2015 VLDB 5.1072687e-05
7,121 Fast Failure Recovery in Distributed Graph Processing Systems 2015 VLDB 4.8200109e-05
7,349 Janus: Transactional Processing of Navigational and Analytical Graph Queries on Many-core Servers 2017 CIDR 4.7496514e-05
7,402 A General-Purpose Query-Centric Framework for Querying Big Graphs 2016 VLDB 4.7346959e-05
7,759 G-SQL: Fast Query Processing via Graph Exploration 2016 VLDB 4.6549638e-05
7,824 A Survey and Experimental Comparison of Distributed SPARQL Engines for Very Large RDF Data 2017 VLDB 4.6390831e-05
8,120 Start Late or Finish Early: A Distributed Graph Processing System with Redundancy Reduction 2019 VLDB 4.5772218e-05
8,667 Distributed Set Reachability 2016 SIGMOD 4.467539e-05
9,070 GraphTwist: Fast Iterative Graph Computation with Two-tier Optimizations 2015 VLDB 4.3982218e-05
9,287 Hybrid Pulling/Pushing for I/O-Efficient Distributed and Iterative Graph Computing 2016 SIGMOD 4.3593134e-05
9,519 Banyan: A Scoped Dataflow Engine for Graph Query Service 2022 VLDB 4.3287375e-05
9,596 Scalable Graph Convolutional Network Training on Distributed-Memory Systems 2023 VLDB 4.3150788e-05
9,604 GeaFlow: A Graph Extended and Accelerated Dataflow System 2023 SIGMOD 4.3136057e-05
9,614 Auto-Approximation of Graph Computing 2014 VLDB 4.3136057e-05
9,744 GTX: A Write-Optimized Latch-free Graph Data System with Transactional Support 2025 SIGMOD 4.2856385e-05
10,238 TurboLynx: Schemaless Graph Engine Strikes Back for General-Purpose Analytics 2026 VLDB 4.1905499e-05
10,987 Connectivity-Oriented Property Graph Partitioning for Distributed Graph Pattern Query Processing 2024 SIGMOD 4.1905499e-05
11,079 KGFabric: A Scalable Knowledge Graph Warehouse for Enterprise Data Interconnection 2024 VLDB 4.1905499e-05
11,746 Stylus: A Strongly-Typed Store for Serving Massive RDF Data 2018 VLDB 4.1905499e-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 0.0019040811
648 Efficient Subgraph Matching on Billion Node Graphs 2012 VLDB 0.00018688754
1,068 Probase: A Probabilistic Taxonomy for Text Understanding 2012 SIGMOD 0.00014316508
1,676 A Distributed Graph Engine for Web Scale RDF Data 2013 VLDB 0.000109374
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