ElasticSDK: A Monitoring Software Development Kit for enabling Data-driven Management and Control in 5G

Xenofon Vasilakos, Berkay Koksal, Dwi Hartati Izaldi, Navid Nikaein, Robert Schmidt, Nasim Ferdosian, Riri Fitri Sari, Ray Guang Cheng

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

1 Citation (Scopus)

Abstract

5G networks generate massive (quasi-) real-time data streams that different network apps can exploit to implement sophisticated single-or cross-domain control and management logic. This paper presents ElasticSDK, a Software Development Kit specially designed to abstract the development and chaining of such agile 5G monitoring apps for the control, management, and coordination of the underlying 5G network heterogeneous modules. Custom apps can collect, incrementally process and further expose flows in a flexible Pub/Sub fashion via appropriate SDK API calls, thus sharing both raw and complex data flows among themselves. Furthermore, the design of ElasticSDK allows respecting typical 5G data ownership and privacy models, as desired by the different 5G stakeholders ranging from physical infrastructure providers up to service providers over slicing. Finally, we provide two important contributions to the 5G open-source research community: (i) a RAN monitoring prototype implementation over the ElasticSearch and FlexRAN platforms that allows to demonstrate ElasticSDK app development and capturing hierarchical control features of typical SDN-enabled 5G architectures, and (ii) a first-ever publicly available dataset of realistic 5G RAN monitoring traces.

Original languageEnglish
Title of host publicationProceedings of IEEE/IFIP Network Operations and Management Symposium 2020
Subtitle of host publicationManagement in the Age of Softwarization and Artificial Intelligence, NOMS 2020
PublisherInstitute of Electrical and Electronics Engineers Inc.
ISBN (Electronic)9781728149738
DOIs
Publication statusPublished - Apr 2020
Event2020 IEEE/IFIP Network Operations and Management Symposium, NOMS 2020 - Budapest, Hungary
Duration: 20 Apr 202024 Apr 2020

Publication series

NameProceedings of IEEE/IFIP Network Operations and Management Symposium 2020: Management in the Age of Softwarization and Artificial Intelligence, NOMS 2020

Conference

Conference2020 IEEE/IFIP Network Operations and Management Symposium, NOMS 2020
Country/TerritoryHungary
CityBudapest
Period20/04/2024/04/20

Keywords

  • 5G mobile communication
  • network monitoring
  • SDK

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