Observations and Opportunities in Solving Large-Scale Graph Data Processing Challenges at ByteDance by Using Heterogeneous Hardware.
Cheng ChenShuai ZhangPublished in: ICDE (2024)
Keyphrases
- data processing
- computer systems
- data acquisition
- real world
- low cost
- lessons learned
- graph theory
- hardware and software
- real time
- graph representation
- random walk
- weighted graph
- mobile handheld devices
- graph based algorithm
- graph model
- data analysis
- data management
- structured data
- key issues
- machine learning
- computing systems
- graph structure
- combinatorial optimization
- connected components
- bipartite graph
- directed graph
- graph mining
- small scale
- graph databases
- mobile devices
- graph theoretic
- edge weights
- embedded systems
- massive graphs