Creek: Leveraging Serverless for Online Machine Learning on Streaming Data.
Nazmul TakbirTahmeed TarekMuhammad Abdullah AdnanPublished in: CLOSER (2024)
Keyphrases
- streaming data
- machine learning
- decision tree construction
- data streams
- concept drift
- sliding window
- data stream mining
- evolving data streams
- stream mining
- decision trees
- machine learning methods
- data distribution
- massive data streams
- machine learning algorithms
- anomaly detection
- natural language processing
- streaming time series
- data mining
- stream processing
- data analysis
- learning algorithm
- neural network
- mining data streams
- data streaming
- computer vision
- stream data
- active learning
- information extraction
- incoming data
- support vector machine
- text mining