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

doi:10.1007/978-3-030-19909-8_4

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 proceeding › Conference contribution › peer-review

3 Citations (Scopus)

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.

Original language	English
Title of host publication	Artificial Intelligence Applications and Innovations - AIAI 2019 IFIP WG 12.5 International Workshops
Subtitle of host publication	MHDW and 5G-PINE 2019, Proceedings
Editors	John MacIntyre, Ilias Maglogiannis, Lazaros Iliadis, Elias Pimenidis
Publisher	Springer New York LLC
Pages	46-59
Number of pages	14
ISBN (Print)	9783030199081
DOIs	https://doi.org/10.1007/978-3-030-19909-8_4
Publication status	Published - 8 Jul 2019
Event	15th IFIP WG 12.5 International Conference on Artificial Intelligence Applications and Innovations - Hersonissos, Greece Duration: 24 May 2019 → 26 May 2019 Conference number: 15

Publication series

Name	IFIP Advances in Information and Communication Technology
Volume	560
ISSN (Print)	1868-4238

Conference

Conference	15th IFIP WG 12.5 International Conference on Artificial Intelligence Applications and Innovations
Abbreviated title	AIAI 2019
Country/Territory	Greece
City	Hersonissos
Period	24/05/19 → 26/05/19

Access to Document

10.1007/978-3-030-19909-8_4Licence: Unspecified

Cite this

Chochliouros, I. P., Spiliopoulou, A. S., Kostopoulos, A., Agapiou, G., Belesioti, M., Sfakianakis, E., Kourtis, M. A., 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 (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 et al. / 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).

@inproceedings{ef2e86b170ea4fc380ce2bc8150b0e48,

title = "Inclusion of telemetry and data analytics in the context of the 5G ESSENCE architectural approach",

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.",

keywords = "5G, Edge cloud computing, Mobile edge computing (MEC), Network functions virtualization (NFV), Network management, Network softwarisation, Small Cell (SC), Telemetry and analytics, Virtual network function (VNF)",

author = "Chochliouros, {Ioannis P.} and Spiliopoulou, {Anastasia S.} and Alexandros Kostopoulos and George Agapiou and Maria Belesioti and Evangelos Sfakianakis and Kourtis, {Michail Alexandros} and Mike Iosifidis and Marinos Agapiou and Pavlos Lazaridis",

year = "2019",

month = jul,

day = "8",

doi = "10.1007/978-3-030-19909-8_4",

language = "English",

isbn = "9783030199081",

series = "IFIP Advances in Information and Communication Technology",

publisher = "Springer New York LLC",

pages = "46--59",

editor = "John MacIntyre and Ilias Maglogiannis and Lazaros Iliadis and Elias Pimenidis",

booktitle = "Artificial Intelligence Applications and Innovations - AIAI 2019 IFIP WG 12.5 International Workshops",

address = "United States",

note = "15th IFIP WG 12.5 International Conference on Artificial Intelligence Applications and Innovations, AIAI 2019 ; Conference date: 24-05-2019 Through 26-05-2019",

}

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, 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 et al.

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 proceeding › Conference contribution › peer-review

TY - GEN

T1 - Inclusion of telemetry and data analytics in the context of the 5G ESSENCE architectural approach

AU - Chochliouros, Ioannis P.

AU - Spiliopoulou, Anastasia S.

AU - Kostopoulos, Alexandros

AU - Agapiou, George

AU - Belesioti, Maria

AU - Sfakianakis, Evangelos

AU - Kourtis, Michail Alexandros

AU - Iosifidis, Mike

AU - Agapiou, Marinos

AU - Lazaridis, Pavlos

N1 - Conference code: 15

PY - 2019/7/8

Y1 - 2019/7/8

N2 - 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.

AB - 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.

KW - 5G

KW - Edge cloud computing

KW - Mobile edge computing (MEC)

KW - Network functions virtualization (NFV)

KW - Network management

KW - Network softwarisation

KW - Small Cell (SC)

KW - Telemetry and analytics

KW - Virtual network function (VNF)

UR - http://www.scopus.com/inward/record.url?scp=85065921917&partnerID=8YFLogxK

U2 - 10.1007/978-3-030-19909-8_4

DO - 10.1007/978-3-030-19909-8_4

M3 - Conference contribution

AN - SCOPUS:85065921917

SN - 9783030199081

T3 - IFIP Advances in Information and Communication Technology

SP - 46

EP - 59

BT - Artificial Intelligence Applications and Innovations - AIAI 2019 IFIP WG 12.5 International Workshops

A2 - MacIntyre, John

A2 - Maglogiannis, Ilias

A2 - Iliadis, Lazaros

A2 - Pimenidis, Elias

PB - Springer New York LLC

T2 - 15th IFIP WG 12.5 International Conference on Artificial Intelligence Applications and Innovations

Y2 - 24 May 2019 through 26 May 2019

ER -

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). doi: 10.1007/978-3-030-19909-8_4

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

Abstract

Publication series

Conference

Access to Document

Other files and links

Fingerprint

Cite this