A performance comparison platform of mobile network operators

Yigit, Ibrahim Onuralp; Ayhan, Gokhan; Zeydan, Engin; Kalyoncu, Feyzullah; Etemoglu, Cagri

doi:10.1109/nof.2017.8251238

Cited by 4 publications

(1 citation statement)

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“…Most of them are also optimized for different use cases and dataset characteristics, e.g. the works in [6], [7] concentrate on streaming data analytics, the works in [8], [9] are used for batch data processing purposes. Key challenges between Industry 4-0 and High Performance Computing (HPC) to accommodate high volume and computational demands is presented in [10].…”

Section: Introductionmentioning

confidence: 99%

An Exploratory Data Analytics Platform for Factories of Future

Zeydan¹,

Dedeoglu²

2019

2019 International Symposium on Networks, Computers and Communications (ISNCC)

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Factories of Future (FoF) is an emerging vertical sector towards 5G network evolution. Fine-grained monitoring the network performance of FoF environment can help to extract insight on the quality-of-service (QoS) of a given industrial service provided by next generation cellular technologies. However, one of the main solutins that mobile network operators (MNOs) are investing today is on data evaluation tools that can be integrated withing their network infrastructure. In this paper using the open-source analytics tools, we analyze the industrial network traffic characteristics behaviour of an operational cellular network of a MNO. Our results finds out the relationship between various key performance indicators (KPIs) and extract insights on the performance and operational aspects of a factory environment using the cellular networks data with ElasticSearch stack's data analytics capabilities. Index Terms-factories of future, vertical sectors, cellular data, data analytics, ElasticSearch. 1 Decentralised architectures for optimised operations via virtualised processes and manufacturing ecosystem collaboration (DISRUPT) project. http://www.disrupt-project.eu/ 2 Converged wireless access for reliable 5G MTC for factories of the future (Clear5G) project.

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