Optimal Control for Bufferbloat Queue Management Using Indirect Method with Parametric Optimization
Because memory buffers become larger and cheaper, they have been put into network devices to reduce the number of loss packets and improve network performance. However, the consequences of large buffers are long queues at network bottlenecks and throughput saturation, which has been recently noticed in research community as bufferbloat phenomenon.
Amr Radwan +3 more
wiley +1 more source
The xApp Store: A Framework for xApp Onboarding and Deployment in O-RAN
Accepted to ANMS ...
Philip Rodgers, Paul Harvey 0002
openaire +2 more sources
Exploring the Capabilities of xApps in O-RAN: From Conceptualization to Practical Implementation
This paper serves as a foundation for researchers and practitioners to explore the key concepts, primary applications, and potential impacts of xApps in the open radio access network (O-RAN) architecture.
Christof A. O. Rauber +5 more
doaj +1 more source
Detecting Out-of-Order Control Messages in O-RAN: Dataset, Benchmarks, and Early-Warning Models
The Open Radio Access Network (O-RAN) architecture introduces openness, programmability, and multi-vendor xApp innovation through the Near-Real-Time RAN Intelligent Controller (Near-RT RIC).
Hams Gelban, Rouaa Naim, Ahmed Badawy
doaj +1 more source
Open Radio Access Networks (ORANs) are transforming the traditional telecommunications landscape by offering more flexible, vendor-independent solutions.
Sunil Kumar
doaj +1 more source
Explainable and Conflict-Aware Cell Sleep Control in O-RAN via Monotonic Neural Additive Models
AI-driven xApps for Open Radio Access Network (O-RAN) energy saving achieve substantial power reductions, but they operate as opaque models. Operators cannot audit their decisions, decompose them for cross-xApp conflict negotiation, or constrain them ...
Aubida A. Al-Hameed +4 more
doaj +1 more source
Deep Learning for Intelligent and Automated Network Slicing in 5G Open RAN (ORAN) Deployment
5G and beyond networks are considered a catalyst for emerging IoT applications and services by providing ultra-reliable connectivity and massive connections to billions of IoT sensors and devices.
Shu-Ping Yeh +3 more
doaj +1 more source
Framework for Task Offloading in O‐RAN Architecture for Heterogeneous Computing Applications
This work proposes a task offloading framework in ORAN architecture, optimizing computational assignment across user devices, edge cloud, and regional cloud. By efficiently selecting processing nodes and allocating computational and radio resources, it minimizes delay while accommodating diverse latency requirements for gold, silver, and bronze‐tier ...
Samira Taheri +3 more
wiley +1 more source
Securing xApps in Open RAN: A Hierarchical Approach to Authentication and Authorisation
The Open Radio Access Network (RAN) represents a significant advancement in the ongoing evolution of mobile networks, transitioning from proprietary physical hardware to virtualised network functions. Open RAN advocates for a disaggregated RAN utilising commercial off-the-shelf (COTS) hardware.
Fernando, Pramitha +4 more
openaire +4 more sources
Mobility Management for the Low‐Altitude Economy: Latency‐Aware Handover Design
This paper develops a latency‐aware mobility‐management framework for aerial vehicles operating in hybrid terrestrial non‐terrestrial networks. We formulate a MILP for optimal AV AP association and propose a greedy handover policy using predicted coverage, rate and handover latency.
Navid Heydarishahreza +2 more
wiley +1 more source

