2020
DOI: 10.1109/access.2020.3032704
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Beyond 5G: Hybrid End-to-End Quality of Service Provisioning in Heterogeneous IoT Networks

Abstract: A significant increase is expected in video and multimedia traffic in Beyond 5G networks. The inclusion of a huge number of IoT nodes in Beyond 5G networks further complicates the design of such networks. These futuristic networks are expected to deal with this increased traffic and number of nodes while ensuring that network delays do not exceed a certain threshold. In such networks, Quality of Service (QoS) provisioning has become vital, not only to guarantee certain key performance indicators but also to im… Show more

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Cited by 27 publications
(10 citation statements)
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References 41 publications
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“…Asad et al 47 also focused on the problem of increasing traffic loads in Beyond 5G networks. They proposed a hybrid QoS provisioning architecture also based on a 4‐layer model (i.e., end device, access, controller, and core layers), which engages both clients and controllers in the process of QoS provisioning.…”
Section: Qos‐aware Architectures and Framework In Iotmentioning
confidence: 99%
“…Asad et al 47 also focused on the problem of increasing traffic loads in Beyond 5G networks. They proposed a hybrid QoS provisioning architecture also based on a 4‐layer model (i.e., end device, access, controller, and core layers), which engages both clients and controllers in the process of QoS provisioning.…”
Section: Qos‐aware Architectures and Framework In Iotmentioning
confidence: 99%
“…Similarly, the RE-CENT server should be able to estimate its capability to carry out a service request on the basis of the parameters specified by the RE-CENT client and the locally available asset pools (content, spectrum, Internet connectivity, processing and storage capacity, RAT interfaces, etc.). Current literature on QoS/QoE estimation is vast [68]- [72], including a wide range of KPIs and methodologies for QoS/QoE service provisioning at both the client and the server sides. QoS/QoE parameter values specified during this phase, are formalized and adjusted during the negotiation and parameterization phase (section III.C).…”
Section: B Service Discovery and Pairingmentioning
confidence: 99%
“…The employment of user-driven QoE provisioning is also assumed under the RE-CENT mobile data access model. Existing QoE estimation methodologies can be used to this end [12], whereas HTTP adaptive video streaming (HAS) for end-to-end video playback management is another relevant technology that enables end users to adapt video quality based on the availability of network assets at the server side [72], or the channel status [69], [75]. To this end, novel QoE management mechanisms can be utilized to enable sufficient network exposure from MNOs to the RE-CENT clients and video content providers, enabling network-aware video segment selection and caching in the context of HAS.…”
Section: Online Service Management and Chargingmentioning
confidence: 99%
“…With the rise of 5G and Internet of Things (IoT) technologies, it is expected that the network traffic and the number of active devices increase dramatically over the next few coming years [3]. In this context, different applications with different network requirements will demand customized network configurations [102].…”
Section: Introductionmentioning
confidence: 99%