An Agent-Based Computational Framework for Distributed Data Analysis
| Autor: | Collin Gordon, Utku Mert, Matthew Sell, Munehiro Fukuda |
|---|---|
| Rok vydání: | 2020 |
| Předmět: |
General Computer Science
Distributed database Computer science business.industry Distributed computing Multi-agent system Big data 02 engineering and technology Software Parallel processing (DSP implementation) 020204 information systems Spark (mathematics) 0202 electrical engineering electronic engineering information engineering Task analysis 020201 artificial intelligence & image processing business |
| Zdroj: | Computer. 53:16-25 |
| ISSN: | 1558-0814 0018-9162 |
| DOI: | 10.1109/mc.2019.2932964 |
| Popis: | Major software tools for distributed-data analysis, such as MapReduce and Spark, examine data items on separate disks by streaming them into memory. We contrast data streaming against an agent-based approach that moves analyzing units through distributed data. |
| Databáze: | OpenAIRE |
| Externí odkaz: |
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