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A Survey of Distributed Graph Algorithms on Massive Graphs

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Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1002/nav.3800020109openalex-snapshot
The Hungarian method for the assignment problem
inferredcites →https://doi.org/10.1007/3-540-45307-5_8openalex-snapshot
Learning from the Success of MPI
inferredcites →https://doi.org/10.1007/978-3-319-09873-9_38openalex-snapshot
GoFFish: A Sub-graph Centric Framework for Large-Scale Graph Analytics
inferredcites →https://doi.org/10.1007/978-3-540-27798-9_19openalex-snapshot
The Worst-Case Time Complexity for Generating All Maximal Cliques
inferredcites →https://doi.org/10.1007/978-3-540-44833-4_5openalex-snapshot
JoCaml: A Language for Concurrent Distributed and Mobile Programming
inferredcites →https://doi.org/10.1007/s00446-018-0324-8openalex-snapshot
Fast distributed algorithms for testing graph properties
inferredcites →https://doi.org/10.1007/s00446-018-0326-6openalex-snapshot
Distributed distance computation and routing with small messages
inferredcites →https://doi.org/10.1007/s00446-020-00387-yopenalex-snapshot
Broadcast and minimum spanning tree with o(m) messages in the asynchronous CONGEST model
inferredcites →https://doi.org/10.1007/s00446-021-00412-8openalex-snapshot
Single-source shortest paths in the CONGEST model with improved bounds
inferredcites →https://doi.org/10.1007/s00446-022-00426-wopenalex-snapshot
Wake up and join me! An energy-efficient algorithm for maximal matching in radio networks
inferredcites →https://doi.org/10.1007/s00778-017-0457-6openalex-snapshot
Distributed shortest path query processing on dynamic road networks
inferredcites →https://doi.org/10.1007/s00778-019-00587-4openalex-snapshot
The core decomposition of networks: theory, algorithms and applications
inferredcites →https://doi.org/10.1007/s10115-019-01328-3openalex-snapshot
PPR-partitioning: a distributed graph partitioning algorithm based on the personalized PageRank vectors in vertex-centric systems
inferredcites →https://doi.org/10.1007/s10618-016-0466-xopenalex-snapshot
A distributed approach for graph mining in massive networks
inferredcites →https://doi.org/10.1007/s10619-018-7232-6openalex-snapshot
Distributed computing connected components with linear communication cost
inferredcites →https://doi.org/10.1007/s11227-021-04224-2openalex-snapshot
Scalable distributed Louvain algorithm for community detection in large graphs
inferredcites →https://doi.org/10.1007/s11432-021-3291-3openalex-snapshot
Toward the minimum vertex cover of complex networks using distributed potential games
inferredcites →https://doi.org/10.1016/j.artint.2004.09.003openalex-snapshot
Adopt: asynchronous distributed constraint optimization with quality guarantees
inferredcites →https://doi.org/10.1016/j.comnet.2013.05.001openalex-snapshot
DACCER: Distributed Assessment of the Closeness CEntrality Ranking in complex networks
inferredcites →https://doi.org/10.1016/j.future.2019.09.052openalex-snapshot
WolfGraph: The edge-centric graph processing on GPU
inferredcites →https://doi.org/10.1016/j.ins.2022.05.108openalex-snapshot
Distributed PageRank computation with improved round complexities
inferredcites →https://doi.org/10.1016/j.is.2019.03.014openalex-snapshot
KTMiner: Distributed k-truss detection in big graphs
inferredcites →https://doi.org/10.1016/j.jpdc.2014.08.011openalex-snapshot
Mining maximal cliques from a large graph using MapReduce: Tackling highly uneven subproblem sizes
inferredcites →https://doi.org/10.1016/j.jpdc.2014.09.013openalex-snapshot
Solutions to the st-connectivity problem using a GPU-based distributed BFS
inferredcites →https://doi.org/10.1016/j.jpdc.2016.06.003openalex-snapshot
Silent self-stabilizing BFS tree algorithms revisited
inferredcites →https://doi.org/10.1016/j.jpdc.2017.11.003openalex-snapshot
Exploiting social network graph characteristics for efficient BFS on heterogeneous chips
inferredcites →https://doi.org/10.1016/j.jpdc.2020.08.010openalex-snapshot
Distributed approximate k -core decomposition and min–max edge orientation: Breaking the diameter barrier
inferredcites →https://doi.org/10.1016/j.jpdc.2022.07.003openalex-snapshot
A fast parallel max-flow algorithm
inferredcites →https://doi.org/10.1016/j.physa.2018.02.130openalex-snapshot
PSPLPA: Probability and similarity based parallel label propagation algorithm on spark
inferredcites →https://doi.org/10.1016/j.procs.2017.08.045openalex-snapshot
An evidential influence-based label propagation algorithm for distributed community detection in social networks
inferredcites →https://doi.org/10.1016/j.tcs.2014.04.003openalex-snapshot
Fast distributed PageRank computation
inferredcites →https://doi.org/10.1016/j.tcs.2016.12.023openalex-snapshot
On the distribution of betweenness centrality in random trees
inferredcites →https://doi.org/10.1016/s0169-7552(98)00110-xopenalex-snapshot
The anatomy of a large-scale hypertextual Web search engine
inferredcites →https://doi.org/10.1016/s1389-1286(00)00083-9openalex-snapshot
Graph structure in the Web
inferredcites →https://doi.org/10.1017/s0956796802004343openalex-snapshot
Parallel and Distributed Haskells
inferredcites →https://doi.org/10.1080/0022250x.2001.9990249openalex-snapshot
A faster algorithm for betweenness centrality*
inferredcites →https://doi.org/10.1088/1742-5468/2008/10/p10008openalex-snapshot
Fast unfolding of communities in large networks
inferredcites →https://doi.org/10.1093/bioinformatics/bti1007openalex-snapshot
Protein function prediction via graph kernels
inferredcites →https://doi.org/10.1103/physreve.76.036106openalex-snapshot
Near linear time algorithm to detect community structures in large-scale networks
inferredcites →https://doi.org/10.1109/bigdata.2014.7004264openalex-snapshot
Distributed algorithms for k-truss decomposition
inferredcites →https://doi.org/10.1109/bigdata.2017.8258018openalex-snapshot
A distributed k-core decomposition algorithm on spark
inferredcites →https://doi.org/10.1109/bigdata.congress.2014.31openalex-snapshot
Distributed Maximal Clique Computation
inferredcites →https://doi.org/10.1109/cluster.2013.6702680openalex-snapshot
STREAMER: A distributed framework for incremental closeness centrality computation
inferredcites →https://doi.org/10.1109/cluster.2015.62openalex-snapshot
Distributed-Memory Algorithms for Maximal Cardinality Matching Using Matrix Algebra
inferredcites →https://doi.org/10.1109/cluster.2018.00044openalex-snapshot
A Scalable Distributed Louvain Algorithm for Large-Scale Graph Community Detection
inferredcites →https://doi.org/10.1109/dasc/picom/datacom/cyberscitec.2018.00122openalex-snapshot
Parallelizing Louvain Algorithm: Distributed Memory Challenges
inferredcites →https://doi.org/10.1109/focs.2018.00071openalex-snapshot
A Faster Distributed Single-Source Shortest Paths Algorithm
inferredcites →https://doi.org/10.1109/hpec43674.2020.9286167openalex-snapshot
TriC: Distributed-memory Triangle Counting by Exploiting the Graph Structure
inferredcites →https://doi.org/10.1109/hpec55821.2022.9926376openalex-snapshot
Improved Distributed-memory Triangle Counting by Exploiting the Graph Structure
inferredcites →https://doi.org/10.1109/ia351965.2020.00013openalex-snapshot
Distributed Memory Graph Coloring Algorithms for Multiple GPUs
inferredcites →https://doi.org/10.1109/icassp39728.2021.9413643openalex-snapshot
Provably Fast Asynchronous And Distributed Algorithms For Pagerank Centrality Computation
inferredcites →https://doi.org/10.1109/icdcs.2016.89openalex-snapshot
Nearly Optimal Distributed Algorithm for Computing Betweenness Centrality
inferredcites →https://doi.org/10.1109/icde.2016.7498232openalex-snapshot
VColor: A practical vertex-cut based approach for coloring large graphs
inferredcites →https://doi.org/10.1109/icde.2017.92openalex-snapshot
UniWalk: Unidirectional Random Walk Based Scalable SimRank Computation over Large Graph
inferredcites →https://doi.org/10.1109/ipdps.2014.96openalex-snapshot
Scalable Single Source Shortest Path Algorithms for Massively Parallel Systems
inferredcites →https://doi.org/10.1109/ipdps.2018.00098openalex-snapshot
Distributed Louvain Algorithm for Graph Community Detection
inferredcites →https://doi.org/10.1109/ipdps47924.2020.00118openalex-snapshot
Communication-Efficient Jaccard similarity for High-Performance Distributed Genome Comparisons
inferredcites →https://doi.org/10.1109/ipdps53621.2022.00037openalex-snapshot
Communication-efficient Massively Distributed Connected Components
inferredcites →https://doi.org/10.1109/ipdps54959.2023.00076openalex-snapshot
Engineering a Distributed-Memory Triangle Counting Algorithm
inferredcites →https://doi.org/10.1109/iscas51556.2021.9401117openalex-snapshot
A Minimal Memory Game-Based Distributed Algorithm to Vertex Cover of Networks
inferredcites →https://doi.org/10.1109/mcse.2022.3152945openalex-snapshot
PyCOMPSs as an Instrument for Translational Computer Science
inferredcites →https://doi.org/10.1109/sc.2014.50openalex-snapshot
Faster Parallel Traversal of Scale Free Graphs at Extreme Scale with Vertex Delegates
inferredcites →https://doi.org/10.1109/sc41404.2022.00024openalex-snapshot
Scaling Graph 500 SSSP to 140 Trillion Edges with over 40 Million Cores
inferredcites →https://doi.org/10.1109/surv.2012.111412.00045openalex-snapshot
A Review on Distributed Application Processing Frameworks in Smart Mobile Devices for Mobile Cloud Computing
inferredcites →https://doi.org/10.1109/tac.2022.3209446openalex-snapshot
A Scalable Distributed Dynamical Systems Approach to Learn the Strongly Connected Components and Diameter of Networks
inferredcites →https://doi.org/10.1109/tcad.2018.2821565openalex-snapshot
GraphH: A Processing-in-Memory Architecture for Large-Scale Graph Processing
inferredcites →https://doi.org/10.1109/tkde.2017.2762294openalex-snapshot
High-Level Programming Abstractions for Distributed Graph Processing
inferredcites →https://doi.org/10.1109/tkde.2019.2936027openalex-snapshot
Efficient Distributed k-clique Mining for Large Networks Using MapReduce
inferredcites →https://doi.org/10.1109/tnet.2015.2417861openalex-snapshot
Distributed Greedy Approximation to Maximum Weighted Independent Set for Scheduling With Fading Channels
inferredcites →https://doi.org/10.1109/tpds.2012.124openalex-snapshot
Distributed k-Core Decomposition
inferredcites →https://doi.org/10.1109/tpds.2014.2330597openalex-snapshot
BFS-4K: An Efficient Implementation of BFS for Kepler GPU Architectures
inferredcites →https://doi.org/10.1109/tpds.2015.2407900openalex-snapshot
A Survey of Task Allocation and Load Balancing in Distributed Systems
inferredcites →https://doi.org/10.1109/tpds.2015.2485994openalex-snapshot
An Efficient Implementation of the Bellman-Ford Algorithm for Kepler GPU Architectures
inferredcites →https://doi.org/10.1109/tpds.2016.2591038openalex-snapshot
Fast Connected Components Computation in Large Graphs by Vertex Pruning
inferredcites →https://doi.org/10.1109/tpds.2016.2634535openalex-snapshot
Scalable Single Source Shortest Path Algorithms for Massively Parallel Systems
inferredcites →https://doi.org/10.1109/tpds.2017.2672739openalex-snapshot
An Adaptive Parallel Algorithm for Computing Connected Components
inferredcites →https://doi.org/10.1109/tpds.2017.2763951openalex-snapshot
Parallel Algorithm for Incremental Betweenness Centrality on Large Graphs
inferredcites →https://doi.org/10.1109/tpds.2021.3059420openalex-snapshot
A Fault-Tolerant Distributed Framework for Asynchronous Iterative Computations
inferredcites →https://doi.org/10.1109/tpds.2021.3064892openalex-snapshot
Trust: Triangle Counting Reloaded on GPUs
inferredcites →https://doi.org/10.1109/tpds.2021.3090759openalex-snapshot
Efficient Distributed Approaches to Core Maintenance on Large Dynamic Graphs
inferredcites →https://doi.org/10.1109/tpds.2021.3093240openalex-snapshot
A Block-Based Triangle Counting Algorithm on Heterogeneous Environments
inferredcites →https://doi.org/10.1109/tsc.2015.2479225openalex-snapshot
Distributed Maximal Clique Computation and Management
inferredcites →https://doi.org/10.1109/tsmc.2021.3121695openalex-snapshot
Better Approximation for Distributed Weighted Vertex Cover via Game-Theoretic Learning
inferredcites →https://doi.org/10.1109/tvcg.2006.120openalex-snapshot
ASK-GraphView: A Large Scale Graph Visualization System
inferredcites →https://doi.org/10.1137/070710111openalex-snapshot
Power-Law Distributions in Empirical Data
inferredcites →https://doi.org/10.1137/1.9781611975482.49openalex-snapshot
Optimal Distributed Coloring Algorithms for Planar Graphs in the LOCAL model
inferredcites →https://doi.org/10.1137/16m1097808openalex-snapshot
A Deterministic Almost-Tight Distributed Algorithm for Approximating Single-Source Shortest Paths
inferredcites →https://doi.org/10.1137/17m113277xopenalex-snapshot
Near-Optimal Distributed Maximum Flow
inferredcites →https://doi.org/10.1137/19m1286955openalex-snapshot
Near-Optimal Approximate Shortest Paths and Transshipment in Distributed and Streaming Models
inferredcites →https://doi.org/10.1137/s0097539794261118openalex-snapshot
A SubLinear Time Distributed Algorithm for Minimum-Weight Spanning Trees
inferredcites →https://doi.org/10.1145/1094811.1094852openalex-snapshot
X10
inferredcites →https://doi.org/10.1145/1807167.1807184openalex-snapshot
Pregel
inferredcites →https://doi.org/10.1145/1810891.1810910openalex-snapshot
Erlang
inferredcites →https://doi.org/10.1145/2020373.2020375openalex-snapshot
Introducing OpenSHMEM
inferredcites →https://doi.org/10.1145/2213556.2213565openalex-snapshot
Worst-Case Optimal Join Algorithms
inferredcites →https://doi.org/10.1145/2332432.2332504openalex-snapshot
Optimal distributed all pairs shortest paths and applications
inferredcites →https://doi.org/10.1145/2484838.2484843openalex-snapshot
GPS
inferredcites →https://doi.org/10.1145/2517349.2522740openalex-snapshot
X-Stream
inferredcites →https://doi.org/10.1145/2522968.2522979openalex-snapshot
The family of mapreduce and large-scale data processing systems
inferredcites →https://doi.org/10.1145/2588555.2593665openalex-snapshot
Efficient cohesive subgraphs detection in parallel
inferredcites →https://doi.org/10.1145/2588555.2595641openalex-snapshot
Storm@twitter
inferredcites →https://doi.org/10.1145/2684464.2684469openalex-snapshot
Distributed Maximum Matching in Bounded Degree Graphs
inferredcites →https://doi.org/10.1145/2815400.2815410openalex-snapshot
Arabesque
inferredcites →https://doi.org/10.1145/2851141.2851183openalex-snapshot
DSMR
inferredcites →https://doi.org/10.1145/2886107.2886110openalex-snapshot
Resilient Distributed Datasets
inferredcites →https://doi.org/10.1145/2897518.2897638openalex-snapshot
A deterministic almost-tight distributed algorithm for approximating single-source shortest paths
inferredcites →https://doi.org/10.1145/2934664openalex-snapshot
Apache Spark
inferredcites →https://doi.org/10.1145/3087556.3087571openalex-snapshot
Distributed Detection of Cycles
inferredcites →https://doi.org/10.1145/3104031openalex-snapshot
Foundations of Modern Query Languages for Graph Databases
inferredcites →https://doi.org/10.1145/3190508.3190545openalex-snapshot
G-Miner
inferredcites →https://doi.org/10.1145/3293611.3331618openalex-snapshot
Improved Distributed Expander Decomposition and Nearly Optimal Triangle Enumeration
inferredcites →https://doi.org/10.1145/3293883.3295729openalex-snapshot
A round-efficient distributed betweenness centrality algorithm
inferredcites →https://doi.org/10.1145/3308558.3313555openalex-snapshot
Distributed Algorithms for Fully Personalized PageRank on Large Graphs
inferredcites →https://doi.org/10.1145/3318464.3389735openalex-snapshot
Distributed Processing of k Shortest Path Queries over Dynamic Road Networks
inferredcites →https://doi.org/10.1145/3332466.3374519openalex-snapshot
Increasing the parallelism of graph coloring via shortcutting
inferredcites →https://doi.org/10.1145/3387161openalex-snapshot
Distributed Exact Shortest Paths in Sublinear Time
inferredcites →https://doi.org/10.1145/3439724openalex-snapshot
A Survey on Distributed Graph Pattern Matching in Massive Graphs
inferredcites →https://doi.org/10.1145/3446330openalex-snapshot
Near-optimal Distributed Triangle Enumeration via Expander Decompositions
inferredcites →https://doi.org/10.1145/3458817.3476200openalex-snapshot
TriPoll
inferredcites →https://doi.org/10.1145/3458817.3476214openalex-snapshot
cuTS
inferredcites →https://doi.org/10.1145/3503221.3508403openalex-snapshot
Scaling graph traversal to 281 trillion edges with 40 million cores
inferredcites →https://doi.org/10.1145/357195.357200openalex-snapshot
A Distributed Algorithm for Minimum-Weight Spanning Trees
inferredcites →https://doi.org/10.1145/3575693.3575743openalex-snapshot
Khuzdul: Efficient and Scalable Distributed Graph Pattern Mining Engine
inferredcites →https://doi.org/10.1145/72551.72552openalex-snapshot
Programming languages for distributed computing systems
inferredcites →https://doi.org/10.1145/775047.775126openalex-snapshot
SimRank
inferredcites →https://doi.org/10.1155/2020/4176794openalex-snapshot
Survey of Methodologies, Approaches, and Challenges in Parallel Programming Using High-Performance Computing Systems
inferredcites →https://doi.org/10.14778/2212351.2212354openalex-snapshot
Distributed GraphLab
inferredcites →https://doi.org/10.14778/2732232.2732238openalex-snapshot
From "think like a vertex" to "think like a graph"
inferredcites →https://doi.org/10.14778/2733085.2733103openalex-snapshot
Blogel
inferredcites →https://doi.org/10.14778/2777598.2777604openalex-snapshot
Giraph unchained
inferredcites →https://doi.org/10.14778/2794367.2794368openalex-snapshot
Scalable subgraph enumeration in MapReduce
inferredcites →https://doi.org/10.14778/2850469.2850472openalex-snapshot
Walking in the cloud
inferredcites →https://doi.org/10.14778/3184470.3184473openalex-snapshot
Distributed evaluation of subgraph queries using worst-case optimal low-memory dataflows
inferredcites →https://doi.org/10.14778/3339490.3339494openalex-snapshot
Distributed subgraph matching on timely dataflow
inferredcites →https://doi.org/10.14778/3430915.3430925openalex-snapshot
Disk
inferredcites →https://doi.org/10.14778/3476311.3476369openalex-snapshot
GraphScope
inferredcites →https://doi.org/10.14778/3529337.3529340openalex-snapshot
Distributed D-core decomposition over large directed graphs
inferredcites →https://doi.org/10.1609/aaai.v33i01.33014496openalex-snapshot
Distributed PageRank Computation: An Improved Theoretical Study
inferredcites →https://doi.org/10.1609/aaai.v37i5.25761openalex-snapshot
Moving-Landmark Assisted Distributed Learning Based Decentralized Cooperative Localization (DL-DCL) with Fault Tolerance
inferredcites →https://doi.org/10.3233/fi-2017-1555openalex-snapshot
The Weighted Matching Approach to Maximum Cardinality Matching

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Incoming claims: where this work appears in other papers’ reference lists and arguments.

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Revisiting Graph Analytics Benchmark
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Rusty-Cracker: A Multi-core Connected Components Library in Rust
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CS-Agent: LLM-based Community Search via Dual-agent Collaboration
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Gem: Scalable Monotonic Graph Processing Beyond Billion-Scale on a Single Machine
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Triangle Counting in Hypergraph Streams: A Complete and Practical Approach
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Efficient and Complete Triangle Counting in Hypergraph Streams
inferred← citeshttps://doi.org/10.14778/3704965.3704975openalex-snapshot
Simpler is More: Efficient Top-K Nearest Neighbors Search on Large Road Networks
inferred← citeshttps://doi.org/10.14778/3748191.3748199openalex-snapshot
X-Blossom: Massive Parallelization of Graph Maximum Matching
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Top Ten Challenges Towards Agentic Neural Graph Databases
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Optimization of Large-Scale Graph Processing with Advanced Partitioning and Thread Grouping
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Leveraging Large Language Models for Efficient Alert Aggregation in AIOPs
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Independent Resolving Number of Various Graph
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