Dynamic Network Slicing for the Tactile Internet

Polachan, Kurian; Turkovic, Belma; Prabhakar, T. V.; Singh, Chandramani; Kuipers, Fernando A.

doi:10.1109/iccps48487.2020.00020

Cited by 18 publications

(16 citation statements)

References 27 publications

(31 reference statements)

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“…So far, similar statistical modeling in telesurgery applications has not been observed in previous studies. Most of the previous research, such as [6], [7], and [8], has used optimization methods for analytical modeling. However, since the implementation of these algorithms is generally time-consuming, we have tried to use more appropriate methods for analytical modeling in this study.…”

Section: Contributionmentioning

confidence: 99%

“…They have also developed a smooth scheduling strategy based on user experience. In [7], the authors have proposed a mechanism for optimizing the network resources, which dynamically creates network slices for users based on tactile cyberphysical systems. Their solution consists of two main components.…”

Section: B Previous Research On Telesurgerymentioning

confidence: 99%

“…Nevertheless, we can be sure that the tested scenario is consistent with the reality of Internet traffic. [7] and [8], which we implemented in detail for a fair comparison with RT-TelSurg. These papers have been selected for emulation and comparison with RT-TelSurg because, as can be seen in Table 2, they are very similar to our approach in terms of techniques.…”

Section: A Implementation Environmentmentioning

confidence: 99%

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RT-TelSurg: Real Time Telesurgery Using SDN, Fog, and Cloud as Infrastructures

Sedaghat

Jahangir

2021

IEEE Access

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This paper proposes a novel and efficient real time network architecture, named RT-TelSurg, for one of the most appealing tactile Internet applications, i.e., Telesurgery. In telesurgery, the patient's vital signs and status and the required robotic commands during the surgery should be received on time. Otherwise, the life of the patient or the safety of the operation is endangered. Hence, transmitted packets should meet their respective relative deadlines. Software-defined networking is a relatively new architecture for computer and telecommunications networks in which the network control plane is separated from the data plane. One way to achieve real time telesurgery is to employ cloud and fog networks using SDN as infrastructure. By using a real time cloud controller in the SDN as the core and a fog controller on the edge of the network on the master (physician) side, one may satisfy the acceptable level of the timing constraints of the telesurgery. Accordingly, based on the presented architecture, we develop the statistical performance model of our proposed approach, RT-TelSurg. This statistical queuing theory model is designed for critical and non-critical states of the network. Based on these states, network resources are allocated to telesurgery data in both modes, and a computational bottleneck is detected. RT-TelSurg is evaluated according to real time and surgery efficiency parameters. The results show that the average deadline hit ratio is 98.2% in different conditions, which is quite acceptable for telesurgery applications.

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Section: Contributionmentioning

confidence: 99%

Section: B Previous Research On Telesurgerymentioning

confidence: 99%

Section: A Implementation Environmentmentioning

confidence: 99%

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RT-TelSurg: Real Time Telesurgery Using SDN, Fog, and Cloud as Infrastructures

Sedaghat

Jahangir

2021

IEEE Access

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“…We also used P4-programmable switches to dynamically create, discard and switch network slices (i.e., reserved resources, with known latency characteristics, dedicated to a specific type of application) [56]. This approach demonstrates how Quality-of-Service (QoS) can be attained for dynamic applications that require stringent latency constraints, such as remote surgery, which is relevant for the NCP.…”

Section: Network Slicingmentioning

confidence: 99%

A Responsible Internet to Increase Trust in the Digital World

et al. 2020

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Policy makers in regions such as Europe are increasingly concerned about the trustworthiness and sovereignty of the foundations of their digital economy, because it often depends on systems operated or manufactured elsewhere. To help curb this problem, we propose the novel notion of a responsible Internet, which provides higher degrees of trust and sovereignty for critical service providers (e.g., power grids) and all kinds of other users by improving the transparency, accountability, and controllability of the Internet at the network-level. A responsible Internet accomplishes this through two new distributed and decentralized systems. The first is the Network Inspection Plane (NIP), which enables users to request measurement-based descriptions of the chains of network operators (e.g., ISPs and DNS and cloud providers) that handle their data flows or could potentially handle them, including the relationships between them and the properties of these operators. The second is the Network Control Plane (NCP), which allows users to specify how they expect the Internet infrastructure to handle their data (e.g., in terms of the security attributes that they expect chains of network operators to have) based on the insights they gained from the NIP. We discuss research directions and starting points to realize a responsible Internet by combining three currently largely disjoint research areas: large-scale measurements (for the NIP), open source-based programmable networks (for the NCP), and policy making (POL) based on the NIP and driving the NCP. We believe that a responsible Internet is the next stage in the evolution of the Internet and that the concept is useful for clean slate Internet systems as well.

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“…As traffic volumes are unpredictable and generally change over time, a static slicing solution either over-provisions resources or does not guarantee a certain QoS [20]. A slicing solution that supports elasticity, i.e., the ability to automatically scale the assigned network resources to match the current traffic volumes, would solve this problem.…”

Section: Introductionmentioning

confidence: 99%

Elastic Slicing in Programmable Networks

Turkovic

Nijhuis

Kuipers

2021

2021 IEEE 7th International Conference on Network Softwarization (NetSoft)

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The concept of network slicing enables operators to provision multiple virtual networks on top of a single (shared) physical infrastructure. Adding elasticity to slicing, i.e., the ability to on-demand provision/release dedicated network resources, improves resource utilization. However, efficiently allocating and scaling slice resources, while maintaining state consistency, is challenging. Especially with P4-programmable network devices that process packets at Tbps speeds, controller-driven scaling of network functions would be too time-consuming, and data-plane scaling is needed.In this paper, we address this need, by developing a custom scaling protocol and framework that can consistently, with negligible delay, scale network slices and functions transparently to the slice end-users. We compare, via emulation and experiments on programmable hardware, our approach to state-of-the-art scaling techniques and demonstrate significant slice resource utilization improvements and scaling duration reductions.

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Dynamic Network Slicing for the Tactile Internet

Cited by 18 publications

References 27 publications

RT-TelSurg: Real Time Telesurgery Using SDN, Fog, and Cloud as Infrastructures

RT-TelSurg: Real Time Telesurgery Using SDN, Fog, and Cloud as Infrastructures

A Responsible Internet to Increase Trust in the Digital World

Elastic Slicing in Programmable Networks

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