Petuum: A New Platform for Distributed Machine Learning on Big Data.
Eric P. XingQirong HoWei DaiJin Kyu KimJinliang WeiSeunghak LeeXun ZhengPengtao XieAbhimanu KumarYaoliang YuPublished in: IEEE Trans. Big Data (2015)
Keyphrases
- big data
- machine learning
- data intensive
- data science
- data analysis
- cloud computing
- commodity hardware
- data management
- high volume
- distributed systems
- unstructured data
- knowledge discovery
- business intelligence
- vast amounts of data
- massive data
- social media
- distributed computing
- distributed environment
- computing environments
- data processing
- big data analytics
- data mining
- predictive modeling
- data intensive computing
- mobile agents
- decision making
- artificial intelligence
- statistical learning
- data warehousing
- structured data
- database
- model selection
- information extraction
- query processing
- relational databases
- social networks
- statistical and machine learning