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Job management system for automated data collection from the Internet
V. A. Lazarevab, M. I. Varlamovb, A. K. Yatskovb a Lomonosov Moscow State University
b Ivannikov Institute for System Programming of the RAS
Abstract:
This work is devoted to the research and development of a task management system for automated data collection from the Internet. This article contains a description of the implemented methodologies and tells about the techniques created by interacting with containers containing data collection applications. In the course of the work, various existing services for automated data collection from the Internet were studied and presented: ready-made open source solutions, cloud services with extensive functionality, as well as our own solution running Kubernetes. As a result of the work, a task management system was implemented for Talisman data analysis platform, which provides horizontal scalability, isolation of the crawler environment and independence from the technology of their development.
Keywords:
data collection, task management system, virtualization, Kubernetes
Citation:
V. A. Lazarev, M. I. Varlamov, A. K. Yatskov, “Job management system for automated data collection from the Internet”, Proceedings of ISP RAS, 34:2 (2022), 111–122
Linking options:
https://www.mathnet.ru/eng/tisp681 https://www.mathnet.ru/eng/tisp/v34/i2/p111
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Statistics & downloads: |
Abstract page: | 24 | Full-text PDF : | 14 |
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