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To cope with the growing demand for wireless data and to extend service coverage, future 5G networks will increasingly rely on the use of low powered nodes to support massive connectivity in diverse set of applications and services [1]. To…

Information Theory · Computer Science 2014-07-08 H. Baligh , M. Hong , W. -C. Liao , Z. -Q. Luo , M. Razaviyayn , M. Sanjabi , R. Sun

The 3GPP has provided its first standard specifications for network slicing in the recent Release 15. The fundamental principles are specified which constitute the standard network slicing framework. These specifications, however, lack the…

Networking and Internet Architecture · Computer Science 2022-03-25 Muhammad Mohtasim Sajjad , Dhammika Jayalath , Yu-Chu Tian , Carlos J. Bernardos

Many real-world services can be provided through multiple virtual network function (VNF) graphs, corresponding, e.g., to high- and low-complexity variants of the service itself. Based on this observation, we extend the concept of service…

Networking and Internet Architecture · Computer Science 2019-05-28 Francesco Malandrino , Carla-Fabiana Chiasserini , Giada Landi

Virtual Network Embedding (VNE) is the core combinatorial problem of Network Slicing, a 5G technology which enables telecommunication operators to propose diverse service-dedicated virtual networks, embedded onto a common substrate network.…

Discrete Mathematics · Computer Science 2025-12-22 Amal Benhamiche , Pierre Fouilhoux , Lucas Létocart , Nancy Perrot , Alexis Schneider

Development of information technology, especially in the field of computer network allows the exchange of information faster and more complex and the data that is exchanged can vary. Security of data on communication in the network is a…

Cryptography and Security · Computer Science 2015-08-25 Heru Pranata , Leon Andretti Abdillah , Usman Ependi

Next generation wireless networks are expected to support diverse vertical industries and offer countless emerging use cases. To satisfy stringent requirements of diversified services, network slicing is developed, which enables…

Networking and Internet Architecture · Computer Science 2021-02-23 Wanqing Guan , Haijun Zhang , Victor C. M. Leung

In the quest for efficiency and performance, edge-computing providers eliminate isolation boundaries between tenants, such as strict process isolation, and instead let them compute in a more lightweight multi-threaded single-process design.…

Cryptography and Security · Computer Science 2021-10-12 Martin Schwarzl , Pietro Borrello , Andreas Kogler , Kenton Varda , Thomas Schuster , Daniel Gruss , Michael Schwarz

Many real-world services can be provided through multiple VNF graphs, corresponding, e.g., to high- and low-quality variants of the service itself. Based on this observation, we extend the concept of service scaling in network orchestration…

Networking and Internet Architecture · Computer Science 2019-02-19 Francesco Malandrino , Carla-Fabiana Chiasserini , Giada Landi

Network slicing enables industrial Internet of Things (IIoT) networks with multiservice and differentiated resource requirements to meet increasing demands through efficient use and management of network resources. Typically, the network…

Networking and Internet Architecture · Computer Science 2024-07-17 Daniel Ayepah-Mensah , Guolin Sun , Yu Pang , Wei Jiang

A significant purpose of 5G networks is allowing sharing resources among different network tenants such as service providers and Mobile Virtual network Operators. Numerous domains are taken in account regarding resource sharing containing…

Networking and Internet Architecture · Computer Science 2022-05-17 Wardah Saleh , Shahrin Chowdhury

The 5G network systems are evolving and have complex network infrastructures. There is a great deal of work in this area focused on meeting the stringent service requirements for the 5G networks. Within this context, security requirements…

Cryptography and Security · Computer Science 2020-06-30 Vijay Varadharajan , Uday Tupakula , Kallol Karmakar

An important novelty of 5G is its role in transforming the industrial production into Industry 4.0. Specifically, Ultra-Reliable Low Latency Communications (URLLC) will, in many cases, enable replacement of cables with wireless connections…

Information Theory · Computer Science 2017-08-31 Anders Ellersgaard Kalør , René Guillaume , Jimmy Jessen Nielsen , Andreas Mueller , Petar Popovski

VPN adoption has seen steady growth over the past decade due to increased public awareness of privacy and surveillance threats. In response, certain governments are attempting to restrict VPN access by identifying connections using "dual…

Cryptography and Security · Computer Science 2024-03-08 Diwen Xue , Reethika Ramesh , Arham Jain , Michalis Kallitsis , J. Alex Halderman , Jedidiah R. Crandall , Roya Ensafi

Deep Neural Networks (DNNs) have achieved remarkable progress in various real-world applications, especially when abundant training data are provided. However, data isolation has become a serious problem currently. Existing works build…

Machine Learning · Computer Science 2022-02-22 Jun Zhou , Longfei Zheng , Chaochao Chen , Yan Wang , Xiaolin Zheng , Bingzhe Wu , Cen Chen , Li Wang , Jianwei Yin

Valuable insights, such as frequently visited environments in the wake of the COVID-19 pandemic, can oftentimes only be gained by analyzing sensitive data spread across edge-devices like smartphones. To facilitate such an analysis, we…

Cryptography and Security · Computer Science 2024-04-15 Johannes Liebenow , Timothy Imort , Yannick Fuchs , Marcel Heisel , Nadja Käding , Jan Rupp , Esfandiar Mohammadi

Network slicing is a crucial enabler to support the composition and deployment of virtual network infrastructures required by the dynamic behavior of networks like 5G/6G mobile networks, IoT-aware networks, e-health systems, and industry…

Networking and Internet Architecture · Computer Science 2023-01-13 Eduardo S. Xavier , Nazim Agoulmine , Joberto S. B. Martins

Automated decision making algorithms are expected to play a key role in management and orchestration of network slices in 5G and beyond networks. State-of-the-art algorithms for automated orchestration and management tend to rely on…

Networking and Internet Architecture · Computer Science 2023-06-05 Niloy Saha , Nashid Shahriar , Raouf Boutaba , Aladdin Saleh

Fifth-generation (5G) and beyond systems are expected to accelerate the ongoing transformation of power systems towards the smart grid. However, the inherent heterogeneity in smart grid services and requirements pose significant challenges…

To meet the diverse demands for wireless communication, fifth-generation (5G) networks and beyond (B5G) embrace the concept of network slicing by forging virtual instances (slices) of its physical infrastructure. While network slicing…

Networking and Internet Architecture · Computer Science 2021-03-02 EmadElDin A Mazied , Lingjia Liu , Scott F. Midkiff

Isolation is a critical property for shared infrastructure to limit exposure and interference among simultaneous running workloads. Cloud providers use different isolation mechanisms such as full Virtual Machines, microVMs, Linux…

Operating Systems · Computer Science 2025-07-30 Anjali , Michael M. Swift
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