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: KDD (2015)
Keyphrases
- big data
- machine learning
- data intensive
- data science
- data analysis
- knowledge discovery
- cloud computing
- big data analytics
- data management
- data processing
- distributed systems
- commodity hardware
- social media
- predictive modeling
- unstructured data
- vast amounts of data
- high volume
- business intelligence
- massive data
- statistical learning
- data intensive computing
- massive datasets
- statistical and machine learning
- data warehousing
- information extraction
- metadata
- distributed computing
- real world
- social computing
- data analytics
- peer to peer
- social networks
- information retrieval
- data driven decision making