Big Data System For Cable Operator Network Performance Monitoring
Nowadays, internet use is deeply rooted in all aspects of human society. From entertainment, gaming, and leisure to digitalized e-government services, education, and national defense, from children to the elderly population, this service is present everywhere for everyone. High demand and high competition among internet providers force continuous improvement of their networks. To analyze network performance and be able to react proactively, operators need to collect performance measurements from their devices. Considering the number of devices, network heterogeneity, data volume, and many other aspects, this can be a very challenging job. This paper presents a system for big data collection and performance monitoring implemented for cable networks. The introduced system solves all the mentioned challenges while being scalable enough to give unlimited capacity and processing power, with a flexible design that can be easily adjusted to support many other use cases. Although this system is presented through a cable network use case, the same can be used in other networks as well.
Authors
- Dejan Drajić (ORCID: https://orcid.org/0000-0003-1314-6191)
- Milan Simakovic (ORCID: https://orcid.org/0000-0001-5288-8652)
- Zoran Čiča (ORCID: https://orcid.org/0000-0003-4456-5858)
Institutions
- University of Belgrade (RS)
Publication Details
- Published
- 2024-11-26
- DOI
- https://doi.org/10.1109/telfor63250.2024.10819148
- Primary Topic
- Customer churn and segmentation
- Type
- article
- Field-Weighted Citation Impact
- 0.00