Skip to main content
Top
Published in: Journal of Network and Systems Management 1/2023

01-03-2023

SD-RAN Interactive Management Using In-band Network Telemetry in IEEE 802.11 Networks

Authors: P. H. Isolani, J. Haxhibeqiri, I. Moerman, J. Hoebeke, L. Z. Granville, S. Latré, J. M. Marquez-Barja

Published in: Journal of Network and Systems Management | Issue 1/2023

Log in

Activate our intelligent search to find suitable subject content or patents.

search-config
loading …

Abstract

Future digital factories are becoming more and more softwarized. This introduces flexibility, but the industry also demands robustness and Quality of Service (QoS) support. While 5G envisions to enable real-time applications with strict performance requirements, IEEE 802.11 networks continue to be a viable option for indoor scenarios. However, IEEE 802.11 networks currently cannot be programmed fine-grained enough to fully support and ensure QoS. Besides, due to the unknown or coarse-grained monitoring information over the wireless links, detecting performance degradation is still challenging. In this paper, we propose a Software-Defined Radio Access Network (SD-RAN) interactive management approach assisted by In-band Network Telemetry (INT) in IEEE 802.11 networks. We design a system-level architecture that includes the network administrator in the management loop through monitoring, visualization, and configuration activities. To demonstrate the feasibility of our approach, we developed a prototype and evaluated its flexibility in a real-world testbed. We argue that, with the fine-grained network information from INT and the benefits of the Software-Defined Networking (SDN) paradigm, an SDN-tailored system can assist in troubleshooting and assess enhanced QoS delivery.

Dont have a licence yet? Then find out more about our products and how to get one now:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Literature
2.
go back to reference 3GPP: Study on management and orchestration of network slicing for next generation network. Tech. Rep. TR 28.801 V15.0.0T, 3GPP (2017) 3GPP: Study on management and orchestration of network slicing for next generation network. Tech. Rep. TR 28.801 V15.0.0T, 3GPP (2017)
5.
go back to reference Isolani, P.H., Cardona, N., Donato, C., Marquez-Barja, J., Granville, L.Z., Latré, S.: SDN-based slice orchestration and MAC management for QoS delivery in IEEE 802.11 Networks. In: 2019 Sixth International Conference on Software Defined Systems (SDS), pp. 260–265. https://doi.org/10.1109/SDS.2019.8768642 (2019) Isolani, P.H., Cardona, N., Donato, C., Marquez-Barja, J., Granville, L.Z., Latré, S.: SDN-based slice orchestration and MAC management for QoS delivery in IEEE 802.11 Networks. In: 2019 Sixth International Conference on Software Defined Systems (SDS), pp. 260–265. https://​doi.​org/​10.​1109/​SDS.​2019.​8768642 (2019)
6.
go back to reference Isolani, P.H., Cardona, N., Donato, C., Pérez, C.A., Marquez-Barja, J.M., Granville, L.Z., Latré, S.: Airtime-based resource allocation modeling for network slicing in IEEE 802.11 RANs. IEEE Commun. Lett. 24(5), 1077–1080 (2020)CrossRef Isolani, P.H., Cardona, N., Donato, C., Pérez, C.A., Marquez-Barja, J.M., Granville, L.Z., Latré, S.: Airtime-based resource allocation modeling for network slicing in IEEE 802.11 RANs. IEEE Commun. Lett. 24(5), 1077–1080 (2020)CrossRef
7.
go back to reference Isolani, P.H., Kulenkamp, D.J., Marquez-Barja, J.M., Latré, S., Syrotiuk, V.R.: Delay-aware slicing and MAC management using MCDA in IEEE 802.11 SD-RANs (2021). (to appear) Isolani, P.H., Kulenkamp, D.J., Marquez-Barja, J.M., Latré, S., Syrotiuk, V.R.: Delay-aware slicing and MAC management using MCDA in IEEE 802.11 SD-RANs (2021). (to appear)
10.
go back to reference Isolani, P.H., Haxhibeqiri, J., Moerman, I., Hoebeke, J., Marquez-Barja, J.M., Granville, L.Z., Latré, S.: An SDN-based framework for slice orchestration using In-Band Network Telemetry in IEEE 802.11. In: 2020 6th IEEE Conference on Network Softwarization (NetSoft), pp. 344–346. https://doi.org/10.1109/NetSoft48620.2020.9165358 (2020) Isolani, P.H., Haxhibeqiri, J., Moerman, I., Hoebeke, J., Marquez-Barja, J.M., Granville, L.Z., Latré, S.: An SDN-based framework for slice orchestration using In-Band Network Telemetry in IEEE 802.11. In: 2020 6th IEEE Conference on Network Softwarization (NetSoft), pp. 344–346. https://​doi.​org/​10.​1109/​NetSoft48620.​2020.​9165358 (2020)
12.
go back to reference IEEE: IEEE Standard for Information technology–Local and metropolitan area networks–Specific requirements–Part 11: Wireless LAN Medium Access Control (MAC) and Physical Layer (PHY) Specifications - Amendment 8: Medium Access Control (MAC) Quality of Service Enhancements. IEEE Std 802.11e-2005 (Amendment to IEEE Std 802.11, 1999 Edition (Reaff 2003) pp. 1–212. https://doi.org/10.1109/IEEESTD.2005.97890 (2005) IEEE: IEEE Standard for Information technology–Local and metropolitan area networks–Specific requirements–Part 11: Wireless LAN Medium Access Control (MAC) and Physical Layer (PHY) Specifications - Amendment 8: Medium Access Control (MAC) Quality of Service Enhancements. IEEE Std 802.11e-2005 (Amendment to IEEE Std 802.11, 1999 Edition (Reaff 2003) pp. 1–212. https://​doi.​org/​10.​1109/​IEEESTD.​2005.​97890 (2005)
13.
go back to reference IEEE: IEEE Standard for Information technology—Local and metropolitan area networks—Specific requirements—Part 11: Wireless LAN Medium Access Control (MAC)and Physical Layer (PHY) Specifications Amendment 5: Enhancements for Higher Throughput. IEEE Std 802.11n-2009 (Amendment to IEEE Std 802.11-2007 as amended by IEEE Std 802.11k-2008, IEEE Std 802.11r-2008, IEEE Std 802.11y-2008, and IEEE Std 802.11w-2009) pp. 1–565. https://doi.org/10.1109/IEEESTD.2009.5307322 (2009) IEEE: IEEE Standard for Information technology—Local and metropolitan area networks—Specific requirements—Part 11: Wireless LAN Medium Access Control (MAC)and Physical Layer (PHY) Specifications Amendment 5: Enhancements for Higher Throughput. IEEE Std 802.11n-2009 (Amendment to IEEE Std 802.11-2007 as amended by IEEE Std 802.11k-2008, IEEE Std 802.11r-2008, IEEE Std 802.11y-2008, and IEEE Std 802.11w-2009) pp. 1–565. https://​doi.​org/​10.​1109/​IEEESTD.​2009.​5307322 (2009)
14.
go back to reference Heusse, M., Rousseau, F., Berger-Sabbatel, G., Duda, A.: Performance anomaly of 802.11b. In: IEEE INFOCOM 2003. Twenty-second Annual Joint Conference of the IEEE Computer and Communications Societies (IEEE Cat. No.03CH37428), vol. 2, pp. 836–843 vol.2. https://doi.org/10.1109/INFCOM.2003.1208921 (2003) Heusse, M., Rousseau, F., Berger-Sabbatel, G., Duda, A.: Performance anomaly of 802.11b. In: IEEE INFOCOM 2003. Twenty-second Annual Joint Conference of the IEEE Computer and Communications Societies (IEEE Cat. No.03CH37428), vol. 2, pp. 836–843 vol.2. https://​doi.​org/​10.​1109/​INFCOM.​2003.​1208921 (2003)
15.
go back to reference Coronado, E., Riggio, R., Villa1ón, J., Garrido, A.: Lasagna: programming abstractions for end-to-end slicing in software-defined WLANs. In: 2018 IEEE 19th International Symposium on" A World of Wireless, Mobile and Multimedia Networks"(WoWMoM), pp. 14–15. IEEE (2018) Coronado, E., Riggio, R., Villa1ón, J., Garrido, A.: Lasagna: programming abstractions for end-to-end slicing in software-defined WLANs. In: 2018 IEEE 19th International Symposium on" A World of Wireless, Mobile and Multimedia Networks"(WoWMoM), pp. 14–15. IEEE (2018)
19.
go back to reference Bannour, F., Souihi, S., Mellouk, A.: Distributed SDN control: survey, taxonomy, and challenges. IEEE Commun. Surv. Tutor. 20(1), 333–354 (2018)CrossRef Bannour, F., Souihi, S., Mellouk, A.: Distributed SDN control: survey, taxonomy, and challenges. IEEE Commun. Surv. Tutor. 20(1), 333–354 (2018)CrossRef
20.
go back to reference Van Adrichem, N.L., Doerr, C., Kuipers, F.A.: Opennetmon: Network monitoring in openflow software-defined networks. In: 2014 IEEE Network Operations and Management Symposium (NOMS), pp. 1–8. IEEE (2014) Van Adrichem, N.L., Doerr, C., Kuipers, F.A.: Opennetmon: Network monitoring in openflow software-defined networks. In: 2014 IEEE Network Operations and Management Symposium (NOMS), pp. 1–8. IEEE (2014)
21.
go back to reference Shirali-Shahreza, S., Ganjali, Y.: Traffic statistics collection with FleXam. In: ACM SIGCOMM Computer Communication Review, vol. 44, pp. 117–118. ACM (2014) Shirali-Shahreza, S., Ganjali, Y.: Traffic statistics collection with FleXam. In: ACM SIGCOMM Computer Communication Review, vol. 44, pp. 117–118. ACM (2014)
22.
go back to reference Metter, C., Burger, V., Hu, Z., Pei, K., Wamser, F.: Towards an active probing extension for the ONOS SDN controller. In: 2018 28th International Telecommunication Networks and Applications Conference (ITNAC), pp. 1–8. IEEE (2018) Metter, C., Burger, V., Hu, Z., Pei, K., Wamser, F.: Towards an active probing extension for the ONOS SDN controller. In: 2018 28th International Telecommunication Networks and Applications Conference (ITNAC), pp. 1–8. IEEE (2018)
23.
go back to reference Wang, B., Su, J.: FlexMonitor: a flexible monitoring framework in SDN. Symmetry 10(12), 713 (2018)CrossRef Wang, B., Su, J.: FlexMonitor: a flexible monitoring framework in SDN. Symmetry 10(12), 713 (2018)CrossRef
24.
go back to reference Quan, L., Heidemann, J., Pradkin, Y.: Trinocular: understanding internet reliability through adaptive probing. ACM SIGCOMM Comput. Commun. Rev. 43, 255–266 (2013)CrossRef Quan, L., Heidemann, J., Pradkin, Y.: Trinocular: understanding internet reliability through adaptive probing. ACM SIGCOMM Comput. Commun. Rev. 43, 255–266 (2013)CrossRef
25.
go back to reference Lapukhov, P., Chang, R.: Data-plane probe for in-band telemetry collection. Internet-Draft draft-lapukhov-dataplane-probe-01, Internet Engineering Task Force (2016) Lapukhov, P., Chang, R.: Data-plane probe for in-band telemetry collection. Internet-Draft draft-lapukhov-dataplane-probe-01, Internet Engineering Task Force (2016)
26.
go back to reference Karaagac, A., De Poorter, E., Hoebeke, J.: In-band network telemetry in industrial wireless sensor networks. IEEE Trans. Netw. Serv. Manag. 17(1), 517–531 (2019)CrossRef Karaagac, A., De Poorter, E., Hoebeke, J.: In-band network telemetry in industrial wireless sensor networks. IEEE Trans. Netw. Serv. Manag. 17(1), 517–531 (2019)CrossRef
28.
go back to reference Van Tu, N., Hyun, J., Kim, G.Y., Yoo, J.H., Hong, J.W.K.: INTCollector: A high-performance collector for in-band network telemetry. In: 2018 14th International Conference on Network and Service Management (CNSM), pp. 10–18. IEEE (2018) Van Tu, N., Hyun, J., Kim, G.Y., Yoo, J.H., Hong, J.W.K.: INTCollector: A high-performance collector for in-band network telemetry. In: 2018 14th International Conference on Network and Service Management (CNSM), pp. 10–18. IEEE (2018)
29.
31.
go back to reference McKeown, N., Anderson, T., Balakrishnan, H., Parulkar, G., Peterson, L., Rexford, J., Shenker, S., Turner, J.: OpenFlow: enabling innovation in campus networks. SIGCOMM Comput. Commun. 38(2), 69–74 (2008)CrossRef McKeown, N., Anderson, T., Balakrishnan, H., Parulkar, G., Peterson, L., Rexford, J., Shenker, S., Turner, J.: OpenFlow: enabling innovation in campus networks. SIGCOMM Comput. Commun. 38(2), 69–74 (2008)CrossRef
33.
go back to reference Brockners, F., Bhandari, S., Pignataro, C., Gredler, H., Leddy, J., Youell, S., Mozes, D., Mizrahi, T., Lapukhov, P., Chang, R., Bernier, D., Lemon, J.: Data fields for in-situ oam, draft-ietf-ippm-iom-data-05 (2019) Brockners, F., Bhandari, S., Pignataro, C., Gredler, H., Leddy, J., Youell, S., Mozes, D., Mizrahi, T., Lapukhov, P., Chang, R., Bernier, D., Lemon, J.: Data fields for in-situ oam, draft-ietf-ippm-iom-data-05 (2019)
34.
go back to reference Weis, B., Brockners, F., Hill, C., Bhandari, S., Govindan, V., Pignataro, C., Gredler, H., Leddy, J., Youell, S., Mizrahi, T., Kfir, A., Gafni, B., Lapukhov, P., Spiegel, M.: EtherType protocol identification of in-situ OAM data, draft-weis-ippm-ioam-eth-01 (2019) Weis, B., Brockners, F., Hill, C., Bhandari, S., Govindan, V., Pignataro, C., Gredler, H., Leddy, J., Youell, S., Mizrahi, T., Kfir, A., Gafni, B., Lapukhov, P., Spiegel, M.: EtherType protocol identification of in-situ OAM data, draft-weis-ippm-ioam-eth-01 (2019)
Metadata
Title
SD-RAN Interactive Management Using In-band Network Telemetry in IEEE 802.11 Networks
Authors
P. H. Isolani
J. Haxhibeqiri
I. Moerman
J. Hoebeke
L. Z. Granville
S. Latré
J. M. Marquez-Barja
Publication date
01-03-2023
Publisher
Springer US
Published in
Journal of Network and Systems Management / Issue 1/2023
Print ISSN: 1064-7570
Electronic ISSN: 1573-7705
DOI
https://doi.org/10.1007/s10922-022-09692-2

Other articles of this Issue 1/2023

Journal of Network and Systems Management 1/2023 Go to the issue

Premium Partner