Ecosystem

From Open Source to Open Ecosystem

Open Ecosystem Continuum

Open source is a strategic foundation of BubbleRAN, but our approach to openness extends beyond source code. We build on mature open-source technologies, contribute upstream when improvements are broadly useful, and strengthen them through production-grade engineering, integration, validation, automation, observability, documentation, lifecycle management, and support. Through open standards, documented APIs, modular architectures, and TelcoFabric, we connect software, applications, AI agents, datasets, models, benchmarks, reference designs, and blueprints into a reusable ecosystem that helps innovation move from research and experimentation to dependable real-world deployment.
TelcoFabric open telecom ecosystem
BubbleRAN open source ecosystem
Open · Reusable · Interoperable · Trustworthy

From Isolated Innovation to a Reusable Ecosystem

Telecom innovation increasingly depends on collaboration across vendors, researchers, operators, enterprises, open-source communities, and standards organizations. BubbleRAN connects these communities through an Open Ecosystem where technologies and artifacts can be discovered, validated, reused, extended, and improved. TelcoFabric portal provides the distribution and collaboration layer that helps valuable innovations move beyond individual projects and labs into interoperable and reusable building blocks for the wider telecom community.

Pioneering Research to Cutting Edge Products

Scientific Publications

Intelligent operations and optimization empowered by Open Development Ecosystem tailored to 5G/6G applications are one of the most important unsolved problems for our mission. Techniques like cloud-native automation, Open-RAN/O-RAN programmability, GenAI/AI based multi-agent intelligence, Network Digital Twin framework, and Integrated sensing and communication (ISAC) combined with our IP such as ECO-RAN, Auto-RAN, Auto-Slice are helping us getting closer, and we are actively researching new techniques to help us fill the gaps and contribute to open science.

Navid Nikaein
CEO of BubbleRAN

  • Selected Papers and Source Codes

  • Date Title
    Publisher
    Technology Products code
    08/2025 MX-AI: Agentic Observability and Control Platform for Open and AI-RAN
    ArXiv
    AI-RAN, Agentic-AI, LLMs, Slicing, Open RAN MX-AI Not Open Source
    08/2025 Agoran: An Agentic Open Marketplace for 6G RAN Automation
    ArXiv
    Agentic-AI, Multi-Agent Negotiation, Open RAN, AI-RAN, LLMs MX-AI Not Open Source
    03/2025 IUP: Integrated and Programmable User Plane for Next-Generation Mobile Networks
    IEEE Network
    MX-RAN,MX-CN, MX-RIC MX-PDK, MX-PRO Not Open Source
    11/2023 ATHENA: An Intelligent Multi-x Cloud Native Network Operator
    IEEE JSAC, Special Issue on Open RAN
    MX-Operator MX-ORS, MX-PDK, MX-PRO Not Open Source
    11/2023 TC-RAN: A programmable Traffic Control Service Model for 5G/6G SD-RAN
    IEEE JSAC, Special Issue on Open RAN
    MX-RIC MX-ORS, MX-PDK code
    12/2023 FlexSlice: Flexible and real-time programmable RAN slicing framework
    IEEE GLOBECOM
    MX-RIC MX-ORS, MX-PDK code
    12/2021 FlexRIC: An SDK for Next-Generation SD-RANs
    ACM CONEXT
    MX-RIC MX-ORS, MX-PDK code
    12/2016 MOSAIC5G: Agile and Flexible Service Platform for 5G Research
    ACM Sigcomm Computer Communication Review
    MX-RIC MX-ORS, MX-PDK code
    12/2016 FlexRAN: A flexible and programmable platform for software-defined radio access networks
    ACM CONEXT
    NA NA code
    10/2014 OpenAirInterface: A Flexible Platform for 5G Research
    ACM Sigcomm Computer Communication Review
    MX-RAN, MX-CN MX-ORS, MX-PDK code
    code