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A Single Machine System for Querying Big Graphs with PRAM

Summary: Planar: a single-machine system that reuses PRAM algorithms for graph analytics, extending PRAM fixpoint semantics with multicore parallelism and disk-as-memory to support both in-memory and out-of-core execution. New partitioning and scheduling optimize subgraph I/O and preserve PRAM scalability. (summarized by gpt-5-mini on Feb 09 2026)

Paper ID
14235
Venue
VLDB
Year
2025
Pagerank
4.1905499e-05
Overall Rank
10,877 | 24.41%
DOI
10.14778/3712221.3712240

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Showing 21 of 21 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
39 Distributed GraphLab: A Framework for Machine Learning and Data Mining in the Cloud 2012 VLDB 0.00075263552
441 Parallelizing Sequential Graph Computations 2017 SIGMOD 0.00023172424
570 From "Think Like a Vertex" to "Think Like a Graph" 2014 VLDB 0.00019895021
1,170 Blogel: A Block-Centric Framework for Distributed Computation on Real-World Graphs 2014 VLDB 0.00013526297
1,419 Graph Pattern Matching: From Intractable to Polynomial Time 2010 VLDB 0.00012072488
1,449 Asynchronous Large-Scale Graph Processing Made Easy 2013 CIDR 0.00011928716
2,201 LDBC Graphalytics: A Benchmark for Large-Scale Graph Analysis on Parallel and Distributed Platforms 2016 VLDB 9.3042485e-05
2,761 Giraph Unchained: Barrierless Asynchronous Parallel Execution in Pregel-like Graph Processing Systems 2015 VLDB 8.1616217e-05
2,916 Pregel Algorithms for Graph Connectivity Problems with Performance Guarantees 2014 VLDB 7.9062736e-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
3,525 Single Machine Graph Analytics on Massive Datasets Using Intel Optane DC Persistent Memory 2020 VLDB 7.0071573e-05
3,577 A Scalable Distributed Graph Partitioner 2015 VLDB 6.9485009e-05
4,025 TopoX: Topology Refactorization for Efficient Graph Partitioning and Processing 2019 VLDB 6.5174688e-05
4,499 Multi-Dimensional Balanced Graph Partitioning via Projected Gradient Descent 2019 VLDB 6.132875e-05
4,868 Application Driven Graph Partitioning 2020 SIGMOD 5.8595544e-05
5,266 Incrementalizing Graph Algorithms 2021 SIGMOD 5.5949839e-05
5,811 CGgraph: An Ultra-fast Graph Processing System on Modern Commodity CPU-GPU Co-processor 2024 VLDB 5.3168243e-05
6,195 Incrementalization of Graph Partitioning Algorithms 2020 VLDB 5.1583102e-05
8,152 MiniGraph: Querying Big Graphs with a Single Machine 2023 VLDB 4.5711161e-05
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