The Networks Lab is at the forefront of Open Radio Access Network (Open RAN) research, transforming traditional, vendor-specific RAN into an open, modular, and interoperable ecosystem. Our work focuses on developing x/rApps and addressing AI/ML model management drift at the RICs, enabling flexible and customizable network infrastructures. Through experimentation and prototyping, we are shaping the future of network virtualization, orchestration, and management.
The Networks Lab is dedicated to advancing 5G technology by enhancing network performance, reducing latency, and increasing bandwidth to meet the demands of modern communication systems. Utilizing cutting-edge technologies like FPGAs and DPDKs, we optimize 5G networks for diverse applications, including IoT, autonomous vehicles, and smart cities. Our team has also developed migration techniques for CUPS and Disaggregated RAN, improving resiliency in 5G systems. We are committed to pushing the boundaries of 5G to ensure robust, high-speed, and reliable connectivity for the future.
The Networks Lab is dedicated to developing environmentally sustainable network technologies through research in Green Networks. We focus on reducing energy consumption and carbon footprints by implementing energy-efficient protocols and optimizing network resource allocation. Our team has integrated open-source power measurement tools like S-tui, Scaphandre, and KEPLER with Monolithic, Disaggregated, and CUPS RAN, demonstrating our advancements at international conferences. We are committed to creating eco-friendly network infrastructures for a sustainable digital future.
The Networks Lab leads in integrating Artificial Intelligence (AI) and Machine Learning (ML) into network management, enhancing efficiency, reliability, and intelligence. Our research pioneers advancements in the RAN Intelligent Controller (RIC), using AI/ML algorithms to optimize performance, automate decisions, and enable dynamic resource allocation. We also address drift occurrence, providing innovative solutions to reduce SLA violations and resource mismanagement. Our work focuses on creating smarter, more adaptive networks to meet the demands of modern communication environments.
The Networks Lab is a leader in Software Defined Networking (SDN) research, focusing on decoupling the control plane from the data plane to enable flexible, programmable, and efficient network management using technologies like P4 and YAML. We design robust SDN frameworks, develop innovative control algorithms, and explore SDN's integration with emerging technologies such as 5G, IoT, and cloud computing. Our work aims to simplify network configuration, enhance scalability, and improve resource utilization, paving the way for dynamic and responsive network infrastructures.
