Inclusion of telemetry and data analytics in the context of the 5G ESSENCE architectural approach

Ioannis P. Chochliouros, Anastasia S. Spiliopoulou, Alexandros Kostopoulos, George Agapiou, Maria Belesioti, Evangelos Sfakianakis, Michail Alexandros Kourtis, Mike Iosifidis, Marinos Agapiou, Pavlos Lazaridis

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

The 5G will not only be a kind of progress of mobile broadband networks but will also create a set of novel and unique network and service capabilities, structuring a form of a sustainable and scalable technology. Based on the context of the on-going progress of the actual "5G-ESSENCE" EU-funded project and, in particular, upon its innovative architecture that combines a variety of features from network functions virtualisation (NFV), mobile-edge computing (MEC) and cognitive network management resulting in a pure software-driven environment in nature, we identify the importance of telemetry and analytics. These latter features are expected to play an important role in the 5G ecosystem, especially for the realisation and support of dynamic cognitive management of the 5G ESSENCE network architecture. The Cloud Enabled Small Cell Manager (CESCM) which is a "core" element of the corresponding 5G ESSENCE architectural framework encompasses telemetry and analytics as essential tools for automated and fine grained management of the network infrastructures. To this aim, we have proposed the inclusion of three distinct modules (telemetry, analytics and orchestration) to enhance the original 5G ESSENCE architecture.

LanguageEnglish
Title of host publicationArtificial Intelligence Applications and Innovations - AIAI 2019 IFIP WG 12.5 International Workshops
Subtitle of host publicationMHDW and 5G-PINE 2019, Proceedings
EditorsJohn MacIntyre, Ilias Maglogiannis, Lazaros Iliadis, Elias Pimenidis
PublisherSpringer New York LLC
Pages46-59
Number of pages14
ISBN (Print)9783030199081
DOIs
Publication statusPublished - 8 Jul 2019
Event15th IFIP WG 12.5 International Conference on Artificial Intelligence Applications and Innovations, AIAI 2019 - Hersonissos, Greece
Duration: 24 May 201926 May 2019

Publication series

NameIFIP Advances in Information and Communication Technology
Volume560
ISSN (Print)1868-4238

Conference

Conference15th IFIP WG 12.5 International Conference on Artificial Intelligence Applications and Innovations, AIAI 2019
CountryGreece
CityHersonissos
Period24/05/1926/05/19

Fingerprint

Inclusion
Module
Software
Virtualization
Broadband
Orchestration
Ecosystem
Managers
Network management

Cite this

Chochliouros, I. P., Spiliopoulou, A. S., Kostopoulos, A., Agapiou, G., Belesioti, M., Sfakianakis, E., ... Lazaridis, P. (2019). Inclusion of telemetry and data analytics in the context of the 5G ESSENCE architectural approach. In J. MacIntyre, I. Maglogiannis, L. Iliadis, & E. Pimenidis (Eds.), Artificial Intelligence Applications and Innovations - AIAI 2019 IFIP WG 12.5 International Workshops: MHDW and 5G-PINE 2019, Proceedings (pp. 46-59). (IFIP Advances in Information and Communication Technology; Vol. 560). Springer New York LLC. https://doi.org/10.1007/978-3-030-19909-8_4
Chochliouros, Ioannis P. ; Spiliopoulou, Anastasia S. ; Kostopoulos, Alexandros ; Agapiou, George ; Belesioti, Maria ; Sfakianakis, Evangelos ; Kourtis, Michail Alexandros ; Iosifidis, Mike ; Agapiou, Marinos ; Lazaridis, Pavlos. / Inclusion of telemetry and data analytics in the context of the 5G ESSENCE architectural approach. Artificial Intelligence Applications and Innovations - AIAI 2019 IFIP WG 12.5 International Workshops: MHDW and 5G-PINE 2019, Proceedings. editor / John MacIntyre ; Ilias Maglogiannis ; Lazaros Iliadis ; Elias Pimenidis. Springer New York LLC, 2019. pp. 46-59 (IFIP Advances in Information and Communication Technology).
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Chochliouros, IP, Spiliopoulou, AS, Kostopoulos, A, Agapiou, G, Belesioti, M, Sfakianakis, E, Kourtis, MA, Iosifidis, M, Agapiou, M & Lazaridis, P 2019, Inclusion of telemetry and data analytics in the context of the 5G ESSENCE architectural approach. in J MacIntyre, I Maglogiannis, L Iliadis & E Pimenidis (eds), Artificial Intelligence Applications and Innovations - AIAI 2019 IFIP WG 12.5 International Workshops: MHDW and 5G-PINE 2019, Proceedings. IFIP Advances in Information and Communication Technology, vol. 560, Springer New York LLC, pp. 46-59, 15th IFIP WG 12.5 International Conference on Artificial Intelligence Applications and Innovations, AIAI 2019, Hersonissos, Greece, 24/05/19. https://doi.org/10.1007/978-3-030-19909-8_4

Inclusion of telemetry and data analytics in the context of the 5G ESSENCE architectural approach. / Chochliouros, Ioannis P.; Spiliopoulou, Anastasia S.; Kostopoulos, Alexandros; Agapiou, George; Belesioti, Maria; Sfakianakis, Evangelos; Kourtis, Michail Alexandros; Iosifidis, Mike; Agapiou, Marinos; Lazaridis, Pavlos.

Artificial Intelligence Applications and Innovations - AIAI 2019 IFIP WG 12.5 International Workshops: MHDW and 5G-PINE 2019, Proceedings. ed. / John MacIntyre; Ilias Maglogiannis; Lazaros Iliadis; Elias Pimenidis. Springer New York LLC, 2019. p. 46-59 (IFIP Advances in Information and Communication Technology; Vol. 560).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

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AU - Kostopoulos, Alexandros

AU - Agapiou, George

AU - Belesioti, Maria

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Chochliouros IP, Spiliopoulou AS, Kostopoulos A, Agapiou G, Belesioti M, Sfakianakis E et al. Inclusion of telemetry and data analytics in the context of the 5G ESSENCE architectural approach. In MacIntyre J, Maglogiannis I, Iliadis L, Pimenidis E, editors, Artificial Intelligence Applications and Innovations - AIAI 2019 IFIP WG 12.5 International Workshops: MHDW and 5G-PINE 2019, Proceedings. Springer New York LLC. 2019. p. 46-59. (IFIP Advances in Information and Communication Technology). https://doi.org/10.1007/978-3-030-19909-8_4