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Journal article
A Survey of Challenges Facing Streaming Data
Transactions on Machine Learning and Artificial Intelligence, Vol.8(4), pp.63-73
08/01/2020
Abstract
This survey performs a thorough enumeration and analysis of existing methods for data stream processing. It is a survey of the challenges facing streaming data. The challenges addressed are preprocessing of streaming data, detection and dealing with concept drifts in streaming data, data reduction in the face of data streams, approximate queries and blocking operations in streaming data.
Details
- Title
- A Survey of Challenges Facing Streaming Data
- Publication Details
- Transactions on Machine Learning and Artificial Intelligence, Vol.8(4), pp.63-73
- Resource Type
- Journal article
- Publisher
- Society for Science and Education; United Kingdom
- Identifiers
- 99380179095006600
- Academic Unit
- Computer Science; Hal Marcus College of Science and Engineering
- Language
- English