A Performance Evaluation of Spark GraphFrames for Fast and Scalable Graph Analytics at Twitter.
Yao LiZhenxiao LuoChunxu TangMainak GhoshHuijun WuLu ZhangAnneliese LuRuchin KabraNikhil Kantibhai NavadiyaPrachi MishraPrateek MukhedkarVrushali ChannapattanPublished in: IEEE BigData (2021)
Keyphrases
- social media
- graph representation
- graph theory
- random walk
- social networks
- graph mining
- graph matching
- learning analytics
- graph structure
- directed acyclic graph
- graph model
- user generated content
- structured data
- directed graph
- online social networks
- graph structures
- graph theoretic
- random graphs
- information diffusion
- micro blogging
- undirected graph
- weighted graph
- connected components
- cloud computing
- data analysis
- case study