awesome-dynamic-graphs
A collection of resources on dynamic/streaming/temporal/evolving graph processing systems, databases, data structures, datasets, and related academic and industrial work
https://github.com/domargan/awesome-dynamic-graphs
Last synced: about 21 hours ago
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About
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Surveys
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Papers
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Benchmarking
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Systems and Frameworks
- Low-Latency Graph Streaming Using Compressed Purely-Functional Trees
- LLAMA: Efficient Graph Analytics Using Large Multiversioned Arrays
- STINGER: High Performance Data Structure for Streaming Graphs
- On Querying Historical Evolving Graph Sequences
- Efficient Snapshot Retrieval over Historical Graph Data
- CellIQ : Real-Time Cellular Network Analytics at Scale
- DISTINGER: A Distributed Graph Data Structure for Massive Dynamic Graph Processing
- Real-time Analytics for Fast Evolving Social Graphs
- GraphIn: An Online High Performance Incremental Graph Processing Framework - Par 2016)
- Storing and Analyzing Historical Graph Data at Scale
- Towards a Distributed Large-Scale Dynamic Graph Data Store
- Auxo: A Temporal Graph Management System
- RisGraph: A Real-Time Streaming System for Evolving Graphs
- On Querying Historical Evolving Graph Sequences
- Facilitating Real-Time Graph Mining
- Kineograph: Taking the Pulse of a Fast-Changing and Connected World
- Differential Dataflow
- Naiad: A Timely Dataflow System
- Chronos: A Graph Engine for Temporal Graph Analysis
- Towards Large-Scale Graph Stream Processing Platform
- ImmortalGraph: A System for Storage and Analysis of Temporal Graphs
- GraphJet: Real-Time Content Recommendations at Twitter
- Storing and Analyzing Historical Graph Data at Scale
- Synergistic Analysis of Evolving Graphs
- Time-Evolving Graph Processing at Scale
- Tornado: A System For Real-Time Iterative Analysis Over Evolving Data
- Automatic Algorithm Transformation for Efficient Multi-Snapshot Analytics on Temporal Graphs
- Distributed Evaluation of Subgraph Queries Using Worst-case Optimal Low-Memory Dataflows
- GraPU: Accelerate Streaming Graph Analysis through Preprocessing Buffered Updates
- GraphBolt: Dependency-Driven Synchronous Processing of Streaming Graphs
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Data Structures and Storage
- Packed Compressed Sparse Row: A Dynamic Graph Representation
- GraphTinker: A High Performance Data Structure for Dynamic Graph Processing
- A Parallel Packed Memory Array to Store Dynamic Graphs
- STINGER: Spatio-Temporal Interaction Networks and Graphs (STING) Extensible Representation
- GraphOne: A Data Store for Real-time Analytics on Evolving Graphs
- CSR++: A Fast, Scalable, Update-Friendly Graph DataStructure
- LiveGraph: A Transactional Graph Storage System With Purely Sequential Adjacency List Scans
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Surveys
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Open Source Projects
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