Taking 5G RAN Analytics and Control to a New Level
Xenofon Foukas, Bozidar Radunovic, Matthew Balkwill, Zhihua Lai
摘要
Open RAN, a modular and disaggregated design paradigm for 5G radio access networks (RAN), promises programmability through the RAN Intelligent Controller (RIC). However, due to latency and safety challenges, the telemetry and control provided by the RIC is mainly limited to higher layers and higher time scales (> 10𝑚𝑠), while also relying on predefined service models which are hard to change. We address these issues by proposing Janus, a fully programmable monitoring and control system, specifically designed with the RAN idiosyncrasies in mind, focused on flexibility, efficiency and safety. Janus builds on eBPF to allow third-parties to load arbitrary codelets inline in the RAN functions in a provably safe manner. We extend eBPF with a novel bytecode patching algorithm that enforces codelet runtime thresholds, and a safe way to collect user-defined telemetry. We demonstrate Janus' flexibility and efficiency by building 3 different classes of applications (18 applications in total) and deploying them on a 100MHz 4x4 MIMO 5G cell without affecting the RAN performance.
• Networks → Mobile networks; Wireless access points, base stations and infrastructure; Programmable networks.
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引用它的顶会 Paper8
- EdgeRIC: Empowering Real-time Intelligent Optimization and Control in NextG Cellular NetworksWoo-Hyun Ko, Ushasi Ghosh, Ujwal Dinesha, Raini Wu 等NSDI 2024 · 被引用 48 次
- Application-Level Service Assurance with 5G RAN SlicingArjun Balasingam, Manikanta Kotaru, Paramvir BahlNSDI 2024 · 被引用 44 次
- SpotLight: Accurate, Explainable and Efficient Anomaly Detection for Open RANChuanhao Sun, Ujjwal Pawar, Molham Khoja, Xenofon Foukas 等MobiCom 2024 · 被引用 22 次
- On the Criticality of Integrity Protection in 5G Fronthaul NetworksJiarong Xing, Sophia Yoo, Xenofon Foukas, Daehyeok Kim 等USENIX Security 2024 · 被引用 15 次
- Enabling Resilience in Virtualized RANs with AtlasJiarong Xing, Junzhi Gong, Xenofon Foukas, Anuj Kalia 等MobiCom 2023 · 被引用 14 次
它引用的顶会 Paper4
- Concordia: teaching the 5G vRAN to share computeXenofon Foukas, Bozidar RadunovicSIGCOMM 2021 · 被引用 64 次
- Energy-Efficient Orchestration of Metro-Scale 5G Radio Access NetworksRajkarn Singh, Cengis Hasan, Xenofon Foukas, Marco Fiore 等INFOCOM 2021 · 被引用 44 次
- Nuberu: reliable RAN virtualization in shared platformsGines Garcia-Aviles, Andres Garcia-Saavedra, Marco Gramaglia, Xavier Costa-Pérez 等MobiCom 2021 · 被引用 40 次
- Everything Old is New Again: Binary Security of WebAssemblyDaniel Lehmann, Johannes Kinder, Michael PradelUSENIX Security 2020
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