Distributed data mining based on actors for Internet of Things
| Autor: | Mikhail Kuprianov, Ivan Kholod, Ilya Petukhov |
|---|---|
| Rok vydání: | 2016 |
| Předmět: |
Distributed Computing Environment
business.industry Data stream mining Computer science 020206 networking & telecommunications Cloud computing 02 engineering and technology computer.software_genre World Wide Web Fog computing Distributed algorithm 0202 electrical engineering electronic engineering information engineering 020201 artificial intelligence & image processing Algorithm design Data mining Cluster analysis Internet of Things business computer |
| Zdroj: | MECO |
| DOI: | 10.1109/meco.2016.7525698 |
| Popis: | The paper discusses an approach for distributed execution of data mining algorithms based on the actors model and the concept of the Internet of Things. The suggested approach allows us to decompose data mining algorithms into actors and execute them in the distributed environment. It provides data analysis both in centralized systems (cloud computing) and in distributed systems (fog computing) for IoT. |
| Databáze: | OpenAIRE |
| Externí odkaz: |
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